diff --git a/public/attributions.html b/public/attributions.html
index ea9532eca76057d5450f1d4e49854a93eab9c560..126a7b872805bbe06590b0d2b5c74a221d90bc52 100644
--- a/public/attributions.html
+++ b/public/attributions.html
@@ -100,19 +100,54 @@
                     <main>
                         <link rel="stylesheet" href="katex/katex.min.css">
 <h1 id="attributions"><a class="header" href="#attributions">Attributions</a></h1>
-<p>Biology team:  Yixuan Wu organized wet lab and human practice as the biology
-team leader. Yixuan Wu, Yuxin Wang, and Chang Shen developed the project
-design. Wet lab experiments are performed by Yixuan Wu, Yunyi Ru, Chang Shen,
-Jingyun Jin, Yuxin Wang, Lingrui Lai, Qizhou Jiang, Zhujun Yao, Yixuan Liu,
-Sihan Wang. Dry lab is designed by Zhenyu Xu and Yixuan Wu, performed by Zhenyu
-Xu, Sichang He, Yuxiang He and Jasmine Santos. Wiki is built by Sichang He,
-Yuxiang He and Zhenyu Xu. Promotion Video is shot and edited by Zhenyu Xu,
-narrated by Yixuan Wu. Fund is managed by Renwei Gao. Wet lab expenses and
-supplies are supported by Duke Kunshan University Dii program and Wang-Cai
-Biochemistry Lab with the generosity of Dr. Linfeng Huang. The whole team
-participated in human practices, with the additional support of Dr. Floyd
-Beckford at Duke Kunshan University and Dr. Neel Joshi from Northwestern
-University.</p>
+<h2 id="biology-team"><a class="header" href="#biology-team">Biology team</a></h2>
+<h3 id="yixuan-wu-lisa"><a class="header" href="#yixuan-wu-lisa">Yixuan Wu (Lisa)</a></h3>
+<p>Biology Team leader.
+In charge of wet lab organization and human practice organizations.
+Designed the overall topic and approach of the problem to tackle
+with synthetic biology design. Designer of E.coli csgA surface display
+and lab experiments of the E.<em>coli</em> group.</p>
+<h3 id="yuxin-wang"><a class="header" href="#yuxin-wang">Yuxin Wang</a></h3>
+<p>Co-established the project topic. In charge of lab design and wet lab for the
+yeast group.
+Also assisted in Wiki writing and expert interview.</p>
+<h3 id="yunyi-ru"><a class="header" href="#yunyi-ru">Yunyi Ru</a></h3>
+<p>In charge of background research, E. <em>coli</em> group lab design, wet labs &amp; wiki
+writing.
+Hosted journal clubs and science lectures for human practice.</p>
+<h3 id="zhujun-yao"><a class="header" href="#zhujun-yao">Zhujun Yao</a></h3>
+<p>Designed lactococcus lab procedures and in charge of lactococcus and yeast lab experiments.
+Conducted expert interviews for human practice.</p>
+<h3 id="chang-shen"><a class="header" href="#chang-shen">Chang Shen</a></h3>
+<p>Proposed the project topic, participated in plasmid design and workflow design
+of E.coli group,
+participated in wet labs and background research.
+Helped conduct collaboration with XJLTU as a part of human practice.</p>
+<h3 id="lingrui-lai"><a class="header" href="#lingrui-lai">Lingrui Lai</a></h3>
+<p>Responsible for wet lab design and experiment for yeast group.
+Contribute to Human Practice with Conference of China iGEMer Community.</p>
+<h3 id="qizhou-jiang"><a class="header" href="#qizhou-jiang">Qizhou Jiang</a></h3>
+<p>Helped conduct human practices and wetlabs for the yeast group.
+Designed the safety and education wiki and organized local high school
+activities education.</p>
+<h3 id="sihan-wang"><a class="header" href="#sihan-wang">Sihan Wang</a></h3>
+<p>Helped with background research, designed lab detection protocols for the
+lactococcus group,
+conducted wetlab experiments,
+helped with human practice organization including journal club organization and
+wiki writing.</p>
+<h3 id="yixuan-liu"><a class="header" href="#yixuan-liu">Yixuan Liu</a></h3>
+<p>Organized and chaired the iGEM2022 Journal Club Seminar ever since 2021.
+Actively participate in human practice part including designing and
+popularizing events in local collegiate school.
+Help conduct wet labs.</p>
+<h3 id="renwei-gao"><a class="header" href="#renwei-gao">Renwei Gao</a></h3>
+<p>Fund manager of the team, in charge of labware purchasing,
+helped with background research and survey distribution as a part of human
+practice.</p>
+<h3 id="jingyun-jin"><a class="header" href="#jingyun-jin">Jingyun Jin</a></h3>
+<p>Helped design survey as a part of human practice, helped with E.<em>coli</em> wet lab
+experiments.</p>
 <h2 id="modeling-team"><a class="header" href="#modeling-team">Modeling team</a></h2>
 <h3 id="zhenyu-xu"><a class="header" href="#zhenyu-xu">Zhenyu Xu</a></h3>
 <p>Organized protein structure and docking modeling.
@@ -137,51 +172,27 @@ fidelity of each model via quantiative metrics.
 Modelled growth of chosen microbe model computationally.</p>
 <h3 id="yuxiang-he"><a class="header" href="#yuxiang-he">Yuxiang He</a></h3>
 <p>Built a 3D model for the drug delivery system.</p>
-<h2 id="biology-team"><a class="header" href="#biology-team">Biology team</a></h2>
-<h3 id="yixuan-wu"><a class="header" href="#yixuan-wu">Yixuan Wu</a></h3>
-<p>Biology Team leader.
-In charge of wet lab organization and human practice organizations.
-Designed the overall topic and approach of the problem to tackle
-with synthetic biology design. Designer of E.coli csgA surface display
-and lab experiments of the E.<em>coli</em> group.</p>
-<h3 id="qizhou-jiang"><a class="header" href="#qizhou-jiang">Qizhou Jiang</a></h3>
-<p>Helped conduct human practices and wetlabs for the yeast group.
-Designed the safety and education wiki and organized local high school
-activities education.</p>
-<h3 id="sihan-wang"><a class="header" href="#sihan-wang">Sihan Wang</a></h3>
-<p>Helped with background research, designed lab detection protocols for the
-lactococcus group,
-conducted wetlab experiments,
-helped with human practice organization including journal club organization and
-wiki writing.</p>
-<h3 id="renwei-gao"><a class="header" href="#renwei-gao">Renwei Gao</a></h3>
-<p>Fund manager of the team, in charge of labware purchasing,
-helped with background research and survey distribution as a part of human
-practice.</p>
-<h3 id="yunyi-ru"><a class="header" href="#yunyi-ru">Yunyi Ru</a></h3>
-<p>In charge of background research, E. <em>coli</em> group lab design, wet labs &amp; wiki
-writing.
-Hosted journal clubs and science lectures for human practice.</p>
-<h3 id="yuxin-wang"><a class="header" href="#yuxin-wang">Yuxin Wang</a></h3>
-<p>Co-established the project topic. In charge of lab design and wet lab for the
-yeast group.
-Also assisted in Wiki writing and expert interview.</p>
-<h3 id="jingyun-jin"><a class="header" href="#jingyun-jin">Jingyun Jin</a></h3>
-<p>Helped design survey as a part of human practice, helped with E.<em>coli</em> wet lab
-experiments.</p>
-<h3 id="yixuan-liu"><a class="header" href="#yixuan-liu">Yixuan Liu</a></h3>
-<p>Organized and chaired the iGEM2022 Journal Club Seminar ever since 2021.
-Actively participate in human practice part including designing and
-popularizing events in local collegiate school.
-Help conduct wet labs.</p>
-<h3 id="chang-shen"><a class="header" href="#chang-shen">Chang Shen</a></h3>
-<p>Proposed the project topic, participated in plasmid design and workflow design
-of E.coli group,
-participated in wet labs and background research.
-Helped conduct collaboration with XJLTU as a part of human practice.</p>
-<h3 id="lingrui-lai"><a class="header" href="#lingrui-lai">Lingrui Lai</a></h3>
-<p>Responsible for wet lab design and experiment for yeast group.
-Contribute to Human Practice with Conference of China iGEMer Community.</p>
+<h2 id="advising-support"><a class="header" href="#advising-support">Advising support</a></h2>
+<h3 id="linfeng-huang"><a class="header" href="#linfeng-huang">Linfeng Huang</a></h3>
+<p>Overall project advising, principal investigator.</p>
+<h3 id="jiani-chen"><a class="header" href="#jiani-chen">Jiani Chen</a></h3>
+<p>Oversee wet lab experiments and overall project advising.</p>
+<h3 id="yang-yu"><a class="header" href="#yang-yu">Yang Yu</a></h3>
+<p>Oversee wet lab experiments, helped optimize lab protocols and troubleshooting. </p>
+<h2 id="funding-support"><a class="header" href="#funding-support">Funding support</a></h2>
+<p>Thanks to the generous funding support of 
+Duke Kunshan University Natural Science Divisions, 
+Wang-Cai Biochemistry Lab, 
+Synear Food Molecular Biology Lab,
+DKU Innovation and Entrepreneurship Initiative,
+and Marcia B. France, DKU Dean of Undergraduate Studies.
+Thanks to free licenses provided by SnapGene.</p>
+<h2 id="communications-support"><a class="header" href="#communications-support">Communications support</a></h2>
+<p>Thanks to Dr. Floyd
+Beckford and Dr. Huansheng Cao at Duke Kunshan University,
+Dr. Neel Joshi from Northwestern University, 
+and Dr. Jisheng Lin at Sinovac Biotech CO.,LTD. for providing effective advice on 
+our project design and development.</p>
 
                     </main>
 
diff --git a/public/book.js b/public/book.js
index bae551a788c46b2eaa6fc9c7d7c38bd490302577..0bb78c9842ed2f98301f693af7c4418f1d40ef76 100644
--- a/public/book.js
+++ b/public/book.js
@@ -64,26 +64,33 @@ const create_ambient = async () => {
     const html = document.querySelector("html");
     const x = [];
     const y = [];
+    const r = [];
     const x_speed = [];
     const y_speed = [];
-    for (let _ = 0; _ < 50; _++) {
+    const r_speed = [];
+    let src = "https://static.igem.wiki/teams/4161/wiki/ambient1.png";
+    const add_particle = () => {
         x.push(Math.random() * window.innerWidth);
         y.push(Math.random() * window.innerHeight);
+        r.push(Math.random() * 2 - 1);
         x_speed.push(
             (Math.random() * window.innerWidth * 2 - window.innerWidth) / 1000
         );
         y_speed.push(
             (Math.random() * window.innerHeight * 2 - window.innerHeight) / 1000
         );
+        r_speed.push(Math.random() * 2 - 1);
         const particle = document.createElement("img");
         particle.classList.add("particle");
-        particle.src =
-            "https://static.igem.wiki/teams/4161/wiki/logo-transparent.png";
-        particle.style.left =
-            (Math.floor(x[x.length - 1]) % window.innerWidth) + "px";
-        particle.style.top =
-            (Math.floor(y[y.length - 1]) % window.innerHeight) + "px";
+        particle.src = src;
         html.appendChild(particle);
+    };
+    for (let _ = 0; _ < 25; _++) {
+        add_particle();
+    }
+    src = "https://static.igem.wiki/teams/4161/wiki/ambient2.png";
+    for (let _ = 0; _ < 25; _++) {
+        add_particle();
     }
     const update_ambient = () => {
         const images = document.getElementsByClassName("particle");
@@ -91,8 +98,10 @@ const create_ambient = async () => {
             const image = images[_];
             x[_] += x_speed[_];
             y[_] += y_speed[_];
+            r[_] += r_speed[_];
             image.style.left = (Math.floor(x[_]) % window.innerWidth) + "px";
             image.style.top = (Math.floor(y[_]) % window.innerHeight) + "px";
+            image.style.transform = `rotate(${r[_]}deg)`;
         }
         setTimeout(update_ambient, 30);
     };
diff --git a/public/collaborations.html b/public/collaborations.html
index d3a93e627ebc750252511065c9ac150eb9247134..157c85e24e79a472baf1e94525b176436ad5a898 100644
--- a/public/collaborations.html
+++ b/public/collaborations.html
@@ -100,77 +100,7 @@
                     <main>
                         <link rel="stylesheet" href="katex/katex.min.css">
 <h1 id="collaborations"><a class="header" href="#collaborations">Collaborations</a></h1>
-<h2 id="meeting-with-xjltu"><a class="header" href="#meeting-with-xjltu">Meeting with XJLTU</a></h2>
-<h3 id="xjltus-project"><a class="header" href="#xjltus-project">XJLTU's Project</a></h3>
-<p>They plan to develop a biofilter core
-to replace current industry filter cores for heavy metal wastewater.
-Specifically, they plan to engineer E. coli to express csgA protein at high levels
-and immobilize the bacteria into a filter.
-In that way, the heavy metal ions in the wastewater can be captured by csgA protein
-that is expressed by E. coli located in the filter.</p>
-<h3 id="questions--advice-from-xjltu"><a class="header" href="#questions--advice-from-xjltu">Questions &amp; Advice From XJLTU:</a></h3>
-<ol>
-<li>
-<p>They would like to know how we will interact with and educate the public.<br />
-A: We have made questionnaires to evaluate their knowledge related to antibiotics,
-probiotics, and microorganisms.
-We are also planning to make some handouts
-and deliver a lecture about it in a high school.</p>
-</li>
-<li>
-<p>They were interested in the specific design of our plasmids.
-Specifically,
-it's about how and why we choose each part of the plasmid for surface display.<br />
-A: We applied three microorganisms
-and the whole team was divided into three groups,
-each responsible for E. coli,
-Yeast cell and Lactococcus lactis.
-All groups applied a strategy
-which conjugates the targeted nanobody with a surface protein that is to be expressed,
-transported and located to the extracellular space.
-The surface protein and the targeted nanobody were connected with a linker sequence,
-and each nanobody is marked with at least one protein tag for their identification.
-We also provided links to igem parts so they can check it directly.</p>
-</li>
-</ol>
-<h3 id="questions--advice-from-dku"><a class="header" href="#questions--advice-from-dku">Questions &amp; Advice From DKU:</a></h3>
-<ol>
-<li>
-<p>Will the biofilter be blocked due to E. coli proliferation?<br />
-A: The microorganisms are immobilized in filters,
-and the filtration condition may not allow E. coli to grow at such a speed.</p>
-</li>
-<li>
-<p>The csgA protein's ability to absorb heavy metal ions under different conditions
-(like pH) can be tested through experiments.
-For example, we can put csg protein into a certain amount of wastewater,
-then adjust the pH and check the remaining concentration of metal ions in time,
-so we can acquire a proper pH for the protein to capture heavy metal ions.</p>
-</li>
-</ol>
-<h3 id="discussion-topics"><a class="header" href="#discussion-topics">Discussion Topics:</a></h3>
-<ul>
-<li>Model for bacteria growth<br />
-The XJLTU team developed a model for predicting bacteria growth,
-and it may also be applied to our situation by adjusting some of the parameters.</li>
-<li>Quantified expression of csg through controlling IPTG concentration<br />
-The XJLTU team intended
-to control the expression of csg protein by adjusting the amount of IPTG inducer,
-which can also be a helpful approach for our team to check the relationship
-between the cell-cell adhesion affinity and the number of expressed nanobodies.
-However, as we also applied the TlpA promotor,
-it may influence the actual expression to a great extent
-and cause a big difference from the theoretical calculation.
-As a result, this approach remains to be a concern.</li>
-<li>Detection and measurement of displayed csg protein.<br />
-The XJLTU team controlled the expression level by adjusting inducer concentration
-and estimated the expression by calculating theoretically.</li>
-<li>The condition of csg and heavy metal ions after the death of E. coli cells<br />
-We consider that the heavy metal ions will remain captured,
-as protein itself has a great affinity to the heavy metal ions.
-But, it remains to be seen
-whether the released protein will leak out from the filter.</li>
-</ul>
+<p>We collaborated with LZU, another iGEM team focusing on probiotics, on education. We found that there are many misleading claims about probiotics and their effects in the market, so we planned to conduct science promotion in local areas to improve people's understanding of probiotics. We chose a local international university to give a lecture on science popularization, and more than 300 middle and high school students and teachers attended.</p>
 
                     </main>
 
diff --git a/public/partnership.html b/public/partnership.html
index ddbb2df23819b46b620e5ca1d58533483d9926c0..444f1907fcf533f16e2df4fb63c4b7ce9eea2cca 100644
--- a/public/partnership.html
+++ b/public/partnership.html
@@ -99,6 +99,77 @@
                     </article>
                     <main>
                         <link rel="stylesheet" href="katex/katex.min.css">
+<h2 id="meeting-with-xjltu"><a class="header" href="#meeting-with-xjltu">Meeting with XJLTU</a></h2>
+<h3 id="xjltus-project"><a class="header" href="#xjltus-project">XJLTU's Project</a></h3>
+<p>They plan to develop a biofilter core
+to replace current industry filter cores for heavy metal wastewater.
+Specifically, they plan to engineer E. coli to express csgA protein at high levels
+and immobilize the bacteria into a filter.
+In that way, the heavy metal ions in the wastewater can be captured by csgA protein
+that is expressed by E. coli located in the filter.</p>
+<h3 id="questions--advice-from-xjltu"><a class="header" href="#questions--advice-from-xjltu">Questions &amp; Advice From XJLTU:</a></h3>
+<ol>
+<li>
+<p>They would like to know how we will interact with and educate the public.<br />
+A: We have made questionnaires to evaluate their knowledge related to antibiotics,
+probiotics, and microorganisms.
+We are also planning to make some handouts
+and deliver a lecture about it in a high school.</p>
+</li>
+<li>
+<p>They were interested in the specific design of our plasmids.
+Specifically,
+it's about how and why we choose each part of the plasmid for surface display.<br />
+A: We applied three microorganisms
+and the whole team was divided into three groups,
+each responsible for E. coli,
+Yeast cell and Lactococcus lactis.
+All groups applied a strategy
+which conjugates the targeted nanobody with a surface protein that is to be expressed,
+transported and located to the extracellular space.
+The surface protein and the targeted nanobody were connected with a linker sequence,
+and each nanobody is marked with at least one protein tag for their identification.
+We also provided links to igem parts so they can check it directly.</p>
+</li>
+</ol>
+<h3 id="questions--advice-from-dku"><a class="header" href="#questions--advice-from-dku">Questions &amp; Advice From DKU:</a></h3>
+<ol>
+<li>
+<p>Will the biofilter be blocked due to E. coli proliferation?<br />
+A: The microorganisms are immobilized in filters,
+and the filtration condition may not allow E. coli to grow at such a speed.</p>
+</li>
+<li>
+<p>The csgA protein's ability to absorb heavy metal ions under different conditions
+(like pH) can be tested through experiments.
+For example, we can put csg protein into a certain amount of wastewater,
+then adjust the pH and check the remaining concentration of metal ions in time,
+so we can acquire a proper pH for the protein to capture heavy metal ions.</p>
+</li>
+</ol>
+<h3 id="discussion-topics"><a class="header" href="#discussion-topics">Discussion Topics:</a></h3>
+<ul>
+<li>Model for bacteria growth<br />
+The XJLTU team developed a model for predicting bacteria growth,
+and it may also be applied to our situation by adjusting some of the parameters.</li>
+<li>Quantified expression of csg through controlling IPTG concentration<br />
+The XJLTU team intended
+to control the expression of csg protein by adjusting the amount of IPTG inducer,
+which can also be a helpful approach for our team to check the relationship
+between the cell-cell adhesion affinity and the number of expressed nanobodies.
+However, as we also applied the TlpA promotor,
+it may influence the actual expression to a great extent
+and cause a big difference from the theoretical calculation.
+As a result, this approach remains to be a concern.</li>
+<li>Detection and measurement of displayed csg protein.<br />
+The XJLTU team controlled the expression level by adjusting inducer concentration
+and estimated the expression by calculating theoretically.</li>
+<li>The condition of csg and heavy metal ions after the death of E. coli cells<br />
+We consider that the heavy metal ions will remain captured,
+as protein itself has a great affinity to the heavy metal ions.
+But, it remains to be seen
+whether the released protein will leak out from the filter.</li>
+</ul>
 
                     </main>
 
diff --git a/public/searchindex.js b/public/searchindex.js
index 874104d0362bce129504bf842c6ecd53987d2e8e..7e4c88e19dc8a4937b5a11ff4a4068d199903ed8 100644
--- a/public/searchindex.js
+++ b/public/searchindex.js
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Shigella, as one of the most antibiotic resistant pathogens, poses a great threat to food safety especially in developing areas. 10 million will be subject to mortalities caused by shigella infection by 2050. Distribution of antibiotics is the main treatment as of today. It is costly and time consuming. Side effects include degration of GI tract microbiome, and the emergence of more antibiotic resistant strains. We are in an endless race against pathogens. Antibiotics are our weapons. Mutations are their strategies to survival. Now, DKU iGEM team has proposed an alternative to jump out of this race and possibly, go far beyond. Antibody therapy is a popular topic in therapeutics. It is different from antibiotics and can be more effective when triggering the host immune system. However, conventional antibodies have a high cost because of the complicated synthesis procedure. It can also be vulnerable to proteosomes in the GI tract. Thus we propose a novel method to display nanobodies on the surface of probiotics. It exploits the natural pathogen inhibition effects of the probiotics. It also explores possibilities of antibody therapy mass production. Click on the left menu to learn more about the details.","breadcrumbs":"Home","id":"0","title":"Home"},"1":{"body":"","breadcrumbs":"Team » Team","id":"1","title":"Team"},"10":{"body":"Jiani Chen Yang Yu","breadcrumbs":"Team » Team » Advisor","id":"10","title":"Advisor"},"100":{"body":"Protein expression for diagnostic tests was performed in non-pathogenic Escherichia coli strains (E.coli Nissle 1917), Lactococcus Lactis NZ9000 and yeast (EBY100). These gene carriers are probiotic or at least harmless. They do not possess serious illnesses or lead to other problems to people or the environment. In addition, they are in whitelist, belonging to BSL-1 organisms.","breadcrumbs":"Safety » Microorganisms review","id":"100","title":"Microorganisms review"},"101":{"body":"The engineered probiotics were designed to express 20ipad nanobody on their surface by transforming recombinant plasmids with optimized genes. Thus, they can combine with the antigen on the surface of Shigella. Since Shigella is one of the BSL-2 organisms, we decide to express our targeted antigen in probiotics that we used to express the antibody. We optimized the DNA sequences which code the antigen by using machine-learning software. Using yeast as an example, amino acids are essential for the growth of yeast. Amino acids are absorbed by human bodies in the small intestine. There is a competitive absorption of amino acids between intestinal epithelial cells and yeast. This prevents the overgrowth of yeast cells, preventing the destruction of bacterial flora structure. Using yeast as gene carriers limits the leak of antibiotics resistance genes, compared with using bacteria as carriers. In addition, galactose was used to induce the expression of the antibody and antigen. Since we used antibiotics resistance genes, we also pay attention to the potential risks of the leak of antibiotics resistance genes during wetlab process. Discarded liquids and plates that contain antibiotics were placed in specific vessels and then autoclaved.","breadcrumbs":"Safety » Experiments","id":"101","title":"Experiments"},"102":{"body":"Part of planned experiments had to be done by using harmful reagents or procedures. All team members follow the rules under the guideline provided by our lab manager and assistants during experiment safety training. UV light was used to sterilize the biosafety cabinets and equipment inside the cabinets. Safety measures were taken to avoid people`s direct exposure to UV light. Gel imaging system was used for visualizing agarose gel, combined with standard laboratory procedures with blue light transilluminator. Antibiotics were used to select transformants. They can be harmful to sensitive groups. Situations of allergy of team members were collected. Antibiotics were well stored and Handled with proper safety measures according to disposal protocols. Other hazardous chemicals , such as Tris-HCl and methyl alcohol were stored and relevant procedures were conducted in chemical ventilation cabinets. Liquid waste was handled with appropriate safety measures.","breadcrumbs":"Safety » Harmful reagents and procedures","id":"102","title":"Harmful reagents and procedures"},"103":{"body":"Team members followed all the government and university guidelines based on the pandemic situation of Covid-19 in China. For April and May, team`s meetings were online because of school closure and in-person activities were allowed after deblocking. Covid-19 tests were performed regularly and all team members got vaccinated. When wetlabs began, team members` attendance was recorded. The usage of lab equipment was registered. All working surfaces were cleaned with disinfectant fluid before and after conducting wetlabs.","breadcrumbs":"Safety » Covid-19 associated safety measures","id":"103","title":"Covid-19 associated safety measures"},"104":{"body":"","breadcrumbs":"Human Practices » Human Practice","id":"104","title":"Human Practice"},"105":{"body":"We interviewed Huansheng Cao, Assistant professor of Environmental Science at Duke Kunshan University for suggestions on our initial lab plans. In the interview, team members Yuxin Wang and Chang Shen presented the main design, bacterial surface display, to consult Prof Cao on its feasibility. After confirming the rich research foundations of our plan, he encouraged us to add computational elements to our lab design. As a scientist working in computational biology and bioinformatics, he pointed us to Alphafold2 for the enhancing the binding affinity of our nanobody and the antigen unit. As a well-trained biologist, he also suggested fitting our design to more than one model organisms, which shows integration in our drug design. The interview was full of enthusiasm, so we were able to come across many other topics. We discussed the trends in bioinformatics and biotechnology, including bacteria-based bioelectricity, and the relationship between human longevity and gut microbiota. This interview was both encouraging and informative, and contributed greatly to the first stage of human practice. photo","breadcrumbs":"Human Practices » Interview with Prof Cao","id":"105","title":"Interview with Prof Cao"},"106":{"body":"We participated in 2022's College Student Innovation and Entrepreneurship Training Program—a national training program for college students on innovation and entrepreneurship. It encourages students to participate in scientific research, technological development, and entrepreneurship. During the final pitch, Lisa Wu and Lingrui Lai made the presentation about our project of Shigella treatment using the concept of of synthetic biology. Lingrui went through the basic concept of shigella and synthetic biology, then, the current challenges that we are facing for shigella treatment and our suggestions. Lisa introduced the methodology involved and techniques used in our project. At the end they stressed the significance of our project. Judgers include Kai Huang (Division Chair of Natural and Applied Sciences of DKU), Joohyun Lee (Assistant professor of biology of DKU), Anastasia Tsigkou (Associate Professor of Biology of DKU), Ming-Chun Huang (Associate professor of data and computational science of DKU), Liqi Ren (Associate Director for Innovation and Entrepreneurship). After the presentation, Prof. Lee and Dr. Tsigkou presented valuable questions and suggestions. Prof. Lee recognized the difficulty of antibody therapy and informed us of the clear restrictions of FDI approval. We assured him that our project nanobodies are thoroughly researched, and that we will continue to modify the project to enhance biosafety. Dr. Tsigkou asked us about the binding affinity test and false positive. This is a question that did not come to us then, so we answered that the detection is conduct through fluorescence microscopy. After discussion with our PI, Prof. Linfeng Huang, we decide that we will use the pull down method in the detection of binding affinity. We will conduct the experiment by pulling down on both sides of the nanobody-antigen complex. For false positives, DKU iGEM member Lingrui Lai suggested isotype testing.","breadcrumbs":"Human Practices » 2022 College Student Innovation and Entrepreneurship Training Program","id":"106","title":"2022 College Student Innovation and Entrepreneurship Training Program"},"107":{"body":"After we successfully predicted the 3d structure of fusion protein-antibody complex by using Robetta and Alphafold2, the focus shift to how the fusion protein will influence the binding (docking) between antibody and antigen. We plan to get some insights about this from computer modeling before the wet lab begins. We interviewed Floyd Beckford, Professor of Chemistry at Duke Kunshan University for suggestions on our protein docking simulation. At the beginning, team leader Lisa Wu introduced the synthetic biology part of our project. Modeling team leader Zhenyu Xu introduced the progress of protein structure prediction and the need for protein docking simulation. As a scientist working in modern medicine, Prof. Floyd pointed us to some useful docking software--Autodock, ADFR suite, GOLD, and Maestro. These software are powerful at predicting the docking scenario and are used by many researchers, with many online teaching resources accessible. To improve the speed of computer modeling, Prof. Floyd emphasized the preprocessing of protein structures. Namely, the antigen structure. He suggested us delete the floating molecules outside the binding sites and keep those inside, since we only care about the binding scenario. He also pointed that virtual screening could help if we want to do more mutations to the binding sites. Concerning the fusion protein-antibody complex models, since they are the optimal prediction given by Robetta and Alphafold2, we assume these models do not need preprocessing anymore. For docking, he suggested us try rigid docking first, and then flexible docking if we want to get closer to reality.","breadcrumbs":"Human Practices » Interview with Prof Floyd","id":"107","title":"Interview with Prof Floyd"},"108":{"body":"In order to have better educational effect and promote our project , we organized the Journal Club activity in the Duke Kunshan community. The first Journal Club was held on April 30th, 2022. At the very beginning of the meeting, Yuyang, the leader of last year's iGEM team, gave a speech for us and introduced in detail what systems biology is and the basic methods of studying systems biology. This journal club event mainly focused on COVID-19 and then developed into three sub-topics including the antigen test for SARS-CoV-2 introduced by Kathy, human ACE2 receptor & TM air freshening spray presented by Irene, and COVID-19 Vaccines explained by Bruce. Apart from the iGEM team, around 10 freshman students with various backgrounds participated in the sharing and raised many inspiring questions.","breadcrumbs":"Human Practices » Journal Club","id":"108","title":"Journal Club"},"109":{"body":"","breadcrumbs":"Human Practices » Interview with Dr. Neel Joshi","id":"109","title":"Interview with Dr. Neel Joshi"},"11":{"body":"Lingfeng Huang","breadcrumbs":"Team » Team » Principal Investigator","id":"11","title":"Principal Investigator"},"110":{"body":"Dr. Neel Joshi is an expert in bioengineering with tracks in human disease and new therapies. In his 2019 and 2021 literature, he and his team described genetically engineering E. coli Nissle 1917 to treat some gastrointestinal diseases like bowel inflammation, which provide essential references for our project. To further understand the logics and advantages of this bioengineered model, we invited Dr. Joshi for an interview. Dr. Joshi interview photo 1","breadcrumbs":"Human Practices » Introduction","id":"110","title":"Introduction"},"111":{"body":"Q: What stimulated you and your team to develop the surface-displaced single domain antibodies? What practical problems do you think this model can solve? A: Although the nanobodies have great potentials in treating gastrointestinal diseases, it is somewhat hard to deliver those nanobodies directly to the digestive track. Therefore, the probiotics can serve as a scaffold to make the delivery of nanobodies easy. Q: But why did you choose to display the nanobodies on the surface? Why not directly make the bacteria synthesize nanobodies and release them? A: The surface display resolution has the property of multi-valency. By displaying the nanobodies on the surface, we would have the potential to space the binding domains together to bind to a pathogen surface. It could increase binding affinity and decrease the dissociation constant. It can also diffusion into different directions and increase the local concentration. Q: What about the method of drug delivery? That is to say, how do you decide to send the engineered probiotics to human gastrointestinal track? And could you explain why you use that delivery method? A: We only proposed an approach of micro biological therapy. But to deliver the bacteria, I think it can be freeze-dried to produce a freeze-dried product. Because a large portion of the geographical locations that suffered from these gut problems are the poor areas, and those areas do not have the condition to store the bacteria that require a very low temperature. The freeze-dried products do not require that strict storage conditions, so they are more available in those areas. Q: Why pBbB8k plasmid backbone with kanamycin selection marker? (what's the difference between pUC19, which is our choice, and pBbB8K?) A: pBbB8k is a rather arbitrary choice, we simply chose it because it was used due to antibiotics incompatibility in the previous experiment. When doing in vivo studies, we engineered plasmids from the original E. coli Nissle genome, the pMUT plasmids. These plasmids are more stable than the pBbB8K. For pUC19, I don’t see problems with the expression of pUC19 plasmid. However, you do need to consider if your antibiotic resistant marker in the plasmid is compatible with the shigella testing. If shigella is killed due to the antibiotic selecting E. coli, it can be a problem. Q: What are the setbacks of the Probiotic-associated therapeutic curli hybrids (PATCH) system? A: The first is safety concerns of curli fibers. It has been known that curli fibers induce various types of diseases, including neurological diseases, etc. The other is inherit disadvantages for E. coli to produce curli fibers in vivo. However, we have been able to shown effective production of curli fiber in vivo by measuring the amount of curli fibers coming from the fecal samples. Q: What if the E. coli went out of control and grow infinitely in the gut, disrupting the original gastrointestinal microorganism environment? A: This is a very popular question when it comes to distributing microbes to gut. Actually, we could use some of the auxotrophic strains to limit the growth of the bacteria. And I think there are many “switches” that can turn on the suicide program of those bacteria. But in this case, I think E. coli Nissle 1917 is a very safe bacteria, it has already been identified as a harmless bacterium, so there should be less safety issues of this strain.","breadcrumbs":"Human Practices » Interview Content","id":"111","title":"Interview Content"},"112":{"body":"Q: Is it possible to apply magnetic triggers to shigella infection and cooperate this into the PATCH system? A: Magnetic triggers are mostly applied in cancer treatment. This is because in cancer, you know the spot of the disease. In bacterial infection it’s hard to locate. Q: In Barta et al., the authors described the different indexes of the nanobodies, including binding domains and neutralization effects. What is your rationale when choosing the nanobodies? A: It really depends on how you generate the nanobodies. When different parts of the pathogen are used in Alpaca immunizations, the nanobodies will vary. When displaying the nanobodies, some work and others don’t. We assume this is because of folding problems, but we did not figure out the exact reason. Q: What do you think about sequence optimization in silica? Do you have experience working with this? Do you have any suggestions? A: I would suggest generating different mutations in the sequence and do some docking analysis. Then generate the mutations and do wet labs. Q: Our project aims to tackle the antibiotic resistance problem worldwide. Would the PATCH system generate drug resistance issues? A: This is possible. For example, a mutation in the binding domain of the antigen might cause binding problems. However, I would say the selective pressure by the nanobody is smaller compared to that of the antibiotic. This is because antibiotic kills the pathogen, while PATCH only binds to the pathogen, keeping it from invasive activities. Q: We are worried that the proteins in the GI tract environment would coat the surface of the probiotic, which would cause dysfunction of the nanobodies. How did your team encounter this problem? A: The animal model was effective, which was sufficient to show that the GI tract environment did not inhibit the binding activity. The curli production is continuous in vivo, which provides adequate chance for the binding to occur. However, the proteases in the GI tract is something to consider.","breadcrumbs":"Human Practices » Q&A Section","id":"112","title":"Q&A Section"},"113":{"body":"Dr. Joshi provided lots of perspectives from a brand-new aspect, which were extra inspirable for the whole team. First, Dr. Joshi elaborated on the practical problems that this model could potentially resolve. That the probiotic expression system could make the delivery of nanobodies easier expanded our understanding of the model as the delivery problem does not only exist in the step of bacteria delivery, it starts from the delivery of the essential nanobodies. Next, the freeze-dry delivery approach gives a less stricter storage condition of this drug, making it more available in poor areas, which corresponds with our assumed delivery method. As for the safety problem that the public is most interested in, Dr. Joshi proposed to use some molecular switches to eliminate those bacteria in addition to using safe strains like Nissle, giving important clue and indication for our project design. In the Q&A section, questions regarding drug localization, drug resistance, choice of nanobodies were mentioned by team members. Dr. Joshi gave many valuable advices depending on the questions. Overall, the interview was successful, and we were able to arm ourselves with adequate knowledge for the wet lab.","breadcrumbs":"Human Practices » Summary and Reflection","id":"113","title":"Summary and Reflection"},"114":{"body":"Club expo figure 1 We participated in 2022 online DKU club expo, introducing IGEM club to international students. Our club is meant to share knowledge and techniques of biosynthesis and to seek for potential team members of DKU IGEM team next year. The relevant club activities are conducted in the form of student presentation and speeches given by guest speakers. The IGEM team composition has also been introduced to DKU students from class of 2026. We divided IGEM teamwork into 4 parts, biological experiments, modelling, wiki design and human practice. For the offline club expo, we also made a small presentation to spread common knowledge about probiotics and provided our advice for consuming commercial probiotic products. Our central idea is that the aim of commercial probiotic products should be limited to minor gut discomforts or hoping to improve general health, and long-term consumption is not suggested by doctors we consulted. Also, we introduced some potential harms of consuming probiotics, trying to give them a full image of the commonly advertised probiotic products. We brought some experimental equipment, such as microcentrifuge tubes and plates, to introduce some basic experimental skills. Students who attended the club expo got basic knowledge of how to streak in an agar plate and how to use micropipette and centrifuge machines. Besides providing basic knowledge and doing the offline presentation, we prepared some interesting questions related to Biology and gut microbiomes for college students from all majors. They were designed to enlarge their knowledge about gut microbiomes and make biology interesting. The questions include \"how H. pylori were proved to be able to cause ulcers,\" \"pick out the probiotics from several names of microorganisms,\" \"estimate the number of microorganisms in their stomach,\" and so on. Club expo figure 2","breadcrumbs":"Human Practices » Club Expo","id":"114","title":"Club Expo"},"115":{"body":"","breadcrumbs":"Human Practices » GI tract & Probiotics Brochure","id":"115","title":"GI tract & Probiotics Brochure"},"116":{"body":"The human GI (Gastrointestinal) tract consists of stomach (pH = 2), small intestine (pH = 4-5), and large intestine (pH = 7), which comprises 200 m^2 of surface area in total ( Figure 1 ). It is responsible for the digestion of food and absorption of nutrients. Figure_1 Figure 1 | The GI tract. [1]","breadcrumbs":"Human Practices » GI Tract","id":"116","title":"GI Tract"},"117":{"body":"A normal functioning human body contains the visible human organs, such as the heart, lung, brain etc. containing 10^-14 cells (~23000 genes), and the invisible microbiome, which is a group of up to 10^-14 million microbes (~9 million genes) that live in your body. These bacteria help with digestion, destroys harmful bacteria, and helps control your immune system. The interaction between the host (human) and its microbiota is complex; thus, knowing the human microbiome helps with the development of biomarkers for predicting predisposition to diseases, designing targeted therapies, personalized drug therapies and probiotics. Figure_2 Figure 2 | Oversight of major microbial populations in the body sites sampled by human microbiome projects. [2] The GI microbiota contains 10^13 to 10^14 microbial cells. Microbes in gut affect early development, health, and predisposition to disease. The microbial colonization of gut begins at birth. As is shown in Figure 2 , from sampling data of the human microbiome project, in the GI tract, the species Bacteroidetes and Firmicutes have the highest abundance, followed by Proteobacteria , Tenericutes , and others. The microbial population in different areas of the GI tract are influenced by diet and the physical conditions in the area. In the stomach and small intestine, the low pH level prevents the growth and colonization of many microbials; however, Firmicutes , Bacteroidetes , and Actinobacteria are commonly found in the gastric fluid, while Firmicutes and Proteobacteria are common in the mucus layer of the stomach. Some pathogens, such as Helicobacter pylori , are also discovered in the gastric mucosa. Figure_3 Figure 3 | Different microenvironments in the large intestine. [2] The microbiome in the large intestine generally serves as an in vivo fermentation vessel, with the microbiota using nutrients derived from the digestion of food ( Figure 3 ). The essential biochemical and metabolic contributions of intestinal microorganisms contain different types of vitamins (e.g., thiamine, riboflavin, pyridoxine, B12, K, etc.), amino acids (e.g., asparagine, glutamate, methionine, etc.), gases (e.g., CO2, CH4, H2), odor, organic acids, glycosidase reactions, and steroid metabolism. As a result, the pathological changes in the GI tract microbiome may lead to deficiencies in important metabolic reactions (e.g., lack of vitamin B12 may lead to pernicious anemia – the red blood cells cannot function well).","breadcrumbs":"Human Practices » GI Microbiome","id":"117","title":"GI Microbiome"},"118":{"body":"Currently, physicians usually recommend using antibiotics when treating GI tract bacterial infections. However, since antibiotics usually also kill the beneficial microbiota, it increases the risk of developing IBD (inflammatory bowel disease) after treatment. IBD is characterized of chronic inflammation of the GI tract, which may result in irreversible damage. In addition, some antibiotics can cause ADR (adverse drug reaction) and allergies. Therefore, the development of alternative treatment methods, such as the use of probiotics, have attracted much attention. Unlike antibiotics, probiotics do not kill all the bacteria in an unbolted way. They help inhibit the growth of pathogens and preserve the healthy microbiota via competitive exclusion, anti-adherence, etc. Recently, engineered probiotics have also become a hot topic for new drug development.","breadcrumbs":"Human Practices » GI Microbiome, Antibiotics, and Probiotics","id":"118","title":"GI Microbiome, Antibiotics, and Probiotics"},"119":{"body":"Brock, T. D., Madigan, M. T., Martinko, J. M., & Parker, J. (2003). Brock biology of microorganisms. Upper Saddle River (NJ): Prentice-Hall, 2003. Peate, I. (2018). Anatomy and physiology, 9. The gastrointestinal system. British Journal of Healthcare Assistants, 12(3), 110–114. https://doi.org/10.12968/bjha.2018.12.3.110","breadcrumbs":"Human Practices » Reference","id":"119","title":"Reference"},"12":{"body":"","breadcrumbs":"Team » Team » The whole team","id":"12","title":"The whole team"},"120":{"body":"photo Although iGEM competition has a solid audience base in universities , students in high schools have little knowledge of iGEM competition or give up because of their limitation of conducting wetlabs. There is an increasing trend of taking probiotic products. However, there is lack of common sense of probiotics. photo To narrow the gap between public and science, we contacted with Dipont Huayao Collegiate School Kunshan, a local high school. We introduced iGEM competition and popularize the knowledge of GI tract and probiotics by giving a presentation. In the introduction of iGEM , we introduced biology team, modelling team, wiki team and human practice team, including their responsibility and collaborations between different subgroups. photo In GI tract , we introduced the process of digesting. Functions of each human organ and different intestinal floras were explained in detail. Along with knowledge, we provided two fun facts——“Mom passes gut microbiota to baby” and “Having stomachache and diarrhea before exams”. Besides GI tract, we also mentioned the harm that using antibiotics can do to gastrointestinal tract. photo In probiotics , we popularized basic knowledge of probiotics, pointed out issues that taking probiotics improperly will lead to and give our advice. After the speech, 330 high school students and teachers had a better understanding of choosing probiotic products. Students and teachers interested in participating in iGEM competition consulted with us about the future iGEM cooperations. photo","breadcrumbs":"Awards » Education","id":"120","title":"Education"},"121":{"body":"photo Although iGEM competition has a solid audience base in universities , students in high schools have little knowledge of iGEM competition or give up because of their limitation of conducting wetlabs. There is an increasing trend of taking probiotic products. However, there is lack of common sense of probiotics. photo To narrow the gap between public and science, we contacted with Dipont Huayao Collegiate School Kunshan, a local high school. We introduced iGEM competition and popularize the knowledge of GI tract and probiotics by giving a presentation. In the introduction of iGEM , we introduced biology team, modelling team, wiki team and human practice team, including their responsibility and collaborations between different subgroups. photo In GI tract , we introduced the process of digesting. Functions of each human organ and different intestinal floras were explained in detail. Along with knowledge, we provided two fun facts——“Mom passes gut microbiota to baby” and “Having stomachache and diarrhea before exams”. Besides GI tract, we also mentioned the harm that using antibiotics can do to gastrointestinal tract. photo In probiotics , we popularized basic knowledge of probiotics, pointed out issues that taking probiotics improperly will lead to and give our advice. After the speech, 330 high school students and teachers had a better understanding of choosing probiotic products. Students and teachers interested in participating in iGEM competition consulted with us about the future iGEM cooperations. photo","breadcrumbs":"Awards » Education » Education","id":"121","title":"Education"},"122":{"body":"","breadcrumbs":"Awards » Entrepreneurship","id":"122","title":"Awards"},"123":{"body":"","breadcrumbs":"Awards » Hardware","id":"123","title":"Awards"},"124":{"body":"","breadcrumbs":"Awards » Inclusivity","id":"124","title":"Awards"},"125":{"body":"","breadcrumbs":"Awards » Measurement","id":"125","title":"Awards"},"126":{"body":"Models are powerful tools in terms of imagining reasonable future scenarios. Also, assumptions and results from the model push us to reflect on the present situation and make adjustments to our existing plans and experiments, which might also develop our final goal into a more realistic version. There are 2 modeling sections in our project: Visualization This section mainly shows the structure of proteins and their docking results, and also tries to provide guides for future experiment design. Description and Prediction of durg efficacy This section mainly describes the efficiency of protein expression, and tries to predict the scenario after a patient takes the drug.","breadcrumbs":"Awards » Model » Model","id":"126","title":"Model"},"127":{"body":"","breadcrumbs":"Awards » Model » Visualization","id":"127","title":"Visualization"},"128":{"body":"We used online softwares to help us visualize the 3D protein structures and modeled their docking scenarios, and then we evaluated their stability by using some common parameters. This section aims to visually display the protein structure synthesized in this project and provide ideas or directions for future experiments or experimental teams","breadcrumbs":"Awards » Model » Overview:","id":"128","title":"Overview:"},"129":{"body":"Our team designed DNA sequences for fusion protein-nanobody complex ourselves and these newly designed protein's 3D structures are unknown. A protein's 3D structure determines its functionality, which, in our case, would be the nanobody's docking on the membrane and its binding to the antigen. Protein structure prediction Based on the amino acid sequence of the protein, various algorithms can predict the protein's 3D structure. These algorithms use machine learning to learn from databases of known amino acid sequences and structures. It would intuitively indicate whether the designs are feasible by checking their structures. Prediction service We use Robetta and AlphaFold to predict the structure of the proteins we designed. Robetta [1] is an online public service to predict protein structure. It is based on the algorithms of Rosetta from the Rosetta Commons. Robetta is a protein structure prediction server developed by the Baker lab at the University of Washington. At it's core is the Rosetta macromolecular modeling suite developed by the Rosetta Commons, a multi-institutional collaborative research and software development group. Robetta's primary service is to predict the 3-dimensional structure of a protein given the amino acid sequence. AlphaFold [2] is a prediction software that can structure the 3D model of a protein based on its amino acid sequence, using a combination of bioinformatics and physical approaches. We run models on AlphaFold (Phenix version) [3] Colab notebook and it will automatically give the highest-scoring model. This Colab notebook is derived from ColabFold [4] and the DeepMind AlphaFold2 Colab [5] Robetta [1] and AlphaFold Colab notebook [3] both accept single-letter code amino acid sequences and generate Protein Database (PDB) files, which contains information about the protein's structure. Robetta produces 5 models of different configuration with same score for each sequence. Alphafold automatically produces the model with highest score. We view these pdb files in PyMOL [6] , a powerful tool for 3D structure visualization. Protein structure evaluation Assessment of these resultant structures from Robetta and Alphafold2 is needed for deciding which structure is more credible and can be used in future anlysis. There are several parameters to consider: ramachandran plot, overall G-factors, atomic Z-score RMS, percentage of the amino acids having scored >= 0.2 in the 3D/1D profile, overall quality factor, and Z-score. We use online server SAVES v6.0 [7] and ProSA [8] for the validation. Parameters Ramachandran plot: Ramachandran plot shows the theoretical conformation of amino acid residues and is mainly used to evaluate the model quality after homologous modeling. It considers whether the conformation of amino acids is reasonable. Based on an analysis of 118 structures of resolution of at least 2.0 Angstroms and R-factor no greater than 20%, a good quality model would be expected to have over 90% in the most favoured regions. [7] Atomic Z-score RMS: Z-score root mean square deviation (Z-score RMS) measures the \"average magnitude of the volume irregularities in the structure.\" [9] Z-score RMS for a good model should be around 1.0. Percentage of the amino acids having scored >= 0.2 in the 3D/1D profile: Indicate whether the atomic model is compatible with its amino acid sequence. It should be higher than 80% for a good model. [7] Overall quality factor: An overall score for the model provided by SAVES server [7] , ranging from 0 to 100. It should be higher than 80 for a good model. Z-score: Indicate whether the z-score of the input structure is within the range of scores typically found for native proteins of similar size [8] . All the structures shown later are the highest scoring structures. Protein structure alignment After the evaluation of models we got from Robetta [1] and AlphaFold Colab notebook [3] , we can compare the antibody structure in the model with its original structure by using PyMOL [6] alignment. If RMSD (root mean square deviation) value is very low, we regard two structures similar, which means the nanobody in our fusion-nanobody complex will theoretically function well.","breadcrumbs":"Awards » Model » Part 1: General pattern","id":"129","title":"Part 1: General pattern"},"13":{"body":"Biology team: Yixuan Wu organized wet lab and human practice as the biology team leader. Yixuan Wu, Yuxin Wang, and Chang Shen developed the project design. Wet lab experiments are performed by Yixuan Wu, Yunyi Ru, Chang Shen, Jingyun Jin, Yuxin Wang, Lingrui Lai, Qizhou Jiang, Zhujun Yao, Yixuan Liu, Sihan Wang. Dry lab is designed by Zhenyu Xu and Yixuan Wu, performed by Zhenyu Xu, Sichang He, Yuxiang He and Jasmine Santos. Wiki is built by Sichang He, Yuxiang He and Zhenyu Xu. Promotion Video is shot and edited by Zhenyu Xu, narrated by Yixuan Wu. Fund is managed by Renwei Gao. Wet lab expenses and supplies are supported by Duke Kunshan University Dii program and Wang-Cai Biochemistry Lab with the generosity of Dr. Linfeng Huang. The whole team participated in human practices, with the additional support of Dr. Floyd Beckford at Duke Kunshan University and Dr. Neel Joshi from Northwestern University.","breadcrumbs":"Team » Attributions » Attributions","id":"13","title":"Attributions"},"130":{"body":"We have successfully expressed the fusion protein-nanobody complex, which is Yeast-20ipaD. Here is the highest-scoring structure of Yeast-20ipaD ( Figure 1 ). Figure 1 | 3D structure of Yeast-20ipaD complex Ramachandran plot of the above structure showed that 85.1% of residues are in the most favorite regions, and 11.9% are in the allowed regions; 1.9% of the residues are in the generously allowed regions and 1.1% in the disallowed regions. The Atomic-Z-score RMS is tested to be 1.536, which is a little bit out of range. A very good model would have a value close to 1. The percentage of the amino acids have scored >= 0.2 in the 3D/1D profile is 92.39%. The overall quality factor is 82.89, which is acceptable. ProSA calculated Z-score is -8.7, which falls in the range of scores typically found for experimentally determined (X-ray, NMR) structure for native proteins of similar size in PDB database. The calculated average energy over 40 residues is always under 0. Overall, the above structure can be regarded as a good model of Yeast-20ipaD. Figure 2 | Alignment of 20ipaD between itself in complex and it's original structure. The alignment between 20ipaD in the complex and 20ipaD's original structure shows that our complex can have good effect theoretically ( Figure 2 ). The RMSD value is tested to be 0.807, which means the complex have little influence on the structure of 20ipaD.","breadcrumbs":"Awards » Model » Part 2: Yeast-20ipaD visualization","id":"130","title":"Part 2: Yeast-20ipaD visualization"},"131":{"body":"Interaction imformation (binding sites) of 20ipaD and ipaD is found in the paper: Single-Domain Antibodies Pinpoint Potential Targets within Shigella Invasion Plasmid Antigen D of the Needle Tip Complex for Inhibition of Type III Secretion [10] . Since the alignment shows that the 20ipaD in complex is almost the same with it's original structure, we can default the binding sites unchanged. Below is the binding sites between 20ipaD and ipaD ( Figure 3 ). Figure 3 | Binding sites between 20ipaD and Ipad We provided the interaction information for online server HADDOCK [11] to simulate the docking between the complex and ipaD. Below is the docking structure ( Figure 4 ). Figure 4 | Docking between 20ipaD (in complex) and IpaD Ramachandran plot of the above structure showed that 85.0% of residues are in the most favorite regions, and 12.7% are in the allowed regions; 1.2% of the residues are in the generously allowed regions and 1.0% in the disallowed regions. The Atomic-Z-score RMS is tested to be 1.441, which is relatively close to 1. The percentage of the amino acids have scored >= 0.2 in the 3D/1D profile is 87.61%. The overall quality factor is 85.53, which is acceptable. ProSA calculated Z-score is -7.16, which falls in the range of scores typically found for experimentally determined (X-ray, NMR) structure for native proteins of similar size in PDB database. The calculated average energy over 40 residues is always under 0. Overall, the above structure indicates that 20ipaD can bind with IpaD well theoretically. Below is the alignment between our docking result and the original docking between 20ipaD and IpaD. RMSD is 0.36, which is very small and acceptable. Figure 5 | Alignment between Yeast-20ipaD-IpaD and 20ipaD-IpaD. All the above shows that our Yeast-20ipaD complex could theoretically work well when binding with IpaD.","breadcrumbs":"Awards » Model » Part 3: Docking modeling","id":"131","title":"Part 3: Docking modeling"},"132":{"body":"In this section, we would like to show other possible combinations of fusion protein-nanobody complex that might theoretically function well. To do this, we modeled their 3D structures and their docking scenarios, and analyzed them. This could be helpful for future experiment and future teams. Robetta https://robetta.bakerlab.org AlphaFold https://www.nature.com/articles/s41586-021-03819-2 AlphaFold(Phenix Version) <https://colab.research.google.com/github/phenix-project/Colabs/blob/main/alphaf old2/AlphaFold2.ipynb> ColabFold <https://colab.research.google.com/github/sokrypton/ColabFold/blob/main/AlphaFol d2.ipynb> AlphaFold2 <https://colab.research.google.com/github/deepmind/alphafold/blob/main/notebooks /AlphaFold.ipynb> PyMOL https://pymol.org/2/ SAVES https://saves.mbi.ucla.edu/ Prosa https://prosa.services.came.sbg.ac.at/prosa.php Deviations from standard atomic volumes as a quality measure for protein crystal structures <https://pubmed.ncbi.nlm.nih.gov/8950272/#:~:text=Deviations%20of%20the%20atomic %20volumes%20from%20the%20standard,magnitude%20of%20the%20volume%20irregularitie s%20in%20the%20structure.> HADDOCK online server https://wenmr.science.uu.nl/haddock2.4/ Single-Domain Antibodies Pinpoint Potential Targets within Shigella Invasion Plasmid Antigen D of the Needle Tip Complex for Inhibition of Type III Secretion. DOI: 10.1074/jbc.M117.802231 https://pubmed.ncbi.nlm.nih.gov/28842484/","breadcrumbs":"Awards » Model » Part 4: Other combinations of probiotic-nanobody complex","id":"132","title":"Part 4: Other combinations of probiotic-nanobody complex"},"133":{"body":"","breadcrumbs":"Awards » Model » Description and Prediction of drug efficacy","id":"133","title":"Description and Prediction of drug efficacy"},"134":{"body":"Wet lab results showed that we have successfully expressed 20ipaD on the surface of Yeast. Our goal is to describe efficiency of expression and predict the scenario after the drug is released in the patient's jejunal.","breadcrumbs":"Awards » Model » Overview:","id":"134","title":"Overview:"},"135":{"body":"To describe how efficient is Yeast concerning the expression of 20ipaD, we manually calculated the efficiency by counting the number of Yeast cells that expressed 20ipaD and the total number of Yeast cells ( Figure 1 ). Figure 1 | Fluorescent cells for Yeast cells that obviously expressed 20ipaD. Dark cells for no or very little expression","breadcrumbs":"Awards » Model » Part 1: Protein expression efficiency","id":"135","title":"Part 1: Protein expression efficiency"},"136":{"body":"","breadcrumbs":"Awards » Model » Part 2: Prediction of post-medication scenario","id":"136","title":"Part 2: Prediction of post-medication scenario"},"137":{"body":"","breadcrumbs":"Awards » Plant","id":"137","title":"Awards"},"138":{"body":"","breadcrumbs":"Awards » Software","id":"138","title":"Awards"},"139":{"body":"","breadcrumbs":"Awards » Sustainable » Sustainable Development Goals (SDGs)","id":"139","title":"Sustainable Development Goals (SDGs)"},"14":{"body":"","breadcrumbs":"Team » Attributions » Modeling team","id":"14","title":"Modeling team"},"140":{"body":"Scientific research has always had far-reaching significance in our study and daily routine, and even in the development of the whole society. Scientific research can comprehend us a better understanding of the nature and properties of matter. Analyzing the research objects elaboratively can accelerate the development of human knowledge accumulation. Our project follows a shared blueprint for peace and prosperity for people and the planet whose heart is the 17 sustainable development goals (UN, 2022). We respond to the urgent call for action by all countries that end poverty and other deprivations, improve health and education, reduce inequality, and spur economic growth (UN, 2022). This year, our team aims to provide a biological method for battling antibiotic-resistant pathogens by displaying nanobodies on the surface of the probiotics . Our method can not only reduce antibiotic resistance but minimize side effects including the degradation of GI tract microbiome diversity while having stronger pathogen inhibition compared to traditional probiotic treatment (Langdon et al., 2016). Project “GutGuard” is mainly based on Goals 3, 9, 17","breadcrumbs":"Awards » Sustainable » Introduction","id":"140","title":"Introduction"},"141":{"body":"Ensure healthy lives and promoting well-being for all persons with disabilities We prospect our team’s project can make our local community and even the world conscious of the prominence of life and health, especially the gut problem. The gut problem may cause a person to struggle to absorb nutrients and regulate blood sugar. Additionally, weight loss or gain may be caused by bacteria overgrowth or lack of nutrients. The current therapeutics is antibiotics and the potential problem with the usage of antibiotics is that taking antibiotics too often or for the wrong reasons can change bacteria so much that antibiotics do not work against them (Cronan, 2019). Moreover, long-term use of antibiotics in late adulthood may be a risk factor for all-cause and cardiovascular mortality (Heianza, 2020). As the current therapies of antibiotics promote Shigella to develop antibiotic resistance, we are inspired by this problem and focus on shigella’s drug. Reducing antibiotic resistance and minimizing the side effects including the degradation of GI tract microbiome diversity can be achieved compared to the traditional probiotic treatment (Langdon et al., 2016). We mainly worked toward contributing to target 3.5 (Strength the prevention and treatment of substance abuse, including narcotic drug abuse and harmful use of alcohol) (UN, 2022).","breadcrumbs":"Awards » Sustainable » Goal 3| Good health and well-being","id":"141","title":"Goal 3| Good health and well-being"},"142":{"body":"Build resilient infrastructure, promote inclusive and sustainable industrialization and foster innovation We are capable to lead a new approach and ideologically telling certain product developers to dare to innovate and not to stick to antibiotics to create drugs. To contribute to the goal, we aimed at target 9.5 (Enhance scientific research, upgrade the technological capabilities of industrial sectors in all countries, in particular developing countries, including, by 2030, encouraging innovation and substantially increasing the number of research and development workers per 1 million people and public and private research and development spending) (UN, 2022). We proposed a novel scientific solution to an existing global problem. We mainly focused on a novel method for battling antibiotic-resistant pathogens by displaying nanobodies on the surface of the probiotics . While meeting the goal, our laboratory team did various ways (using three different cells for trial: E. coli, Yeast and Lactococcus lactis) to achieve and increase the possibility of success. Additionally, our team collaborates with other iGEM teams from developing countries to contribute to scientific advancement there.","breadcrumbs":"Awards » Sustainable » Goal 9| Industry, Innovation and Infrastructure","id":"142","title":"Goal 9| Industry, Innovation and Infrastructure"},"143":{"body":"Strengthen the means of implementation and revitalize the global partnership for sustainable development We, as a team, share and hold the view of win-win cooperation. We know that iGEM is not just a competition, but a platform for mutual communication and cooperation. We welcome various teams coming from different backgrounds and help to create solutions to the question. Our team strictly followed target 17.16 (Enhance the global partnership for sustainable development, complemented by multi-stakeholder partnerships that mobilize and share knowledge, expertise, technology, and financial resources, to support the achievement of the sustainable development goals in all countries, in particular developing countries.) (UN, 2022). Our team played an active part in collaborating with other iGEM teams (LZU and XJLTU) to gain insights into local society and comprehend more knowledge. This kind of collaboration enriched us and ensured the sharing of knowledge and raising of awareness on both sides.","breadcrumbs":"Awards » Sustainable » Goal 17| Partnerships for the goals","id":"143","title":"Goal 17| Partnerships for the goals"},"144":{"body":"To sum up, we address and fulfill sustainable development goals 3, 9, and 17 . While meeting the goal of displaying nanobodies on the surface of the probiotics to battle antibiotic-resistant pathogens, we can also contribute to improved healthcare globally in the sustainable development aspect. It can not only reduce antibiotic resistance but minimize side effects including the degradation of GI tract microbiome diversity. The inhibition of the pathogen will be stronger compared to traditional probiotic treatment. Our methods are easy to use and can be improved for further applications.","breadcrumbs":"Awards » Sustainable » Conclusion","id":"144","title":"Conclusion"},"145":{"body":"United Nations. (2022). The 17 goals | sustainable development. United Nations. https://sdgs.un.org/goals United Nations. (2022). #ENVISION2030: 17 goals to transform the world for persons with disabilities enable. United Nations. https://www.un.org/development/desa/disabilities/envision2030.html Langdon, A., Crook, N., & Dantas, G. (2016, April 13). The effects of antibiotics on the microbiome throughout development and alternative approaches for therapeutic modulation. Genome medicine. https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4831151/ Cronan, K. M. (Ed.). (2019, July). The danger of antibiotic overuse (for parents) - nemours kidshealth. KidsHealth. Retrieved September 28, 2022, from https://kidshealth.org/en/parents/antibiotic-overuse.html Heianza, Y., Ma, W., Li, X., Cao, Y., Chan, A. T., Rimm, E. B., Hu, F. B., Rexrode, K. M., Manson, J. A. E., & Qi, L. (2020). Duration and life-stage of antibiotic use and risks of all-cause and cause-specific mortality. Circulation Research, 126(3), 364–373. https://doi.org/10.1161/circresaha.119.315279","breadcrumbs":"Awards » Sustainable » References","id":"145","title":"References"},"146":{"body":"Attribution 4.0 International (CC BY 4.0) https://creativecommons.org/licenses/by/4.0/ ======================================================================= Creative Commons Corporation (\"Creative Commons\") is not a law firm and does not provide legal services or legal advice. Distribution of Creative Commons public licenses does not create a lawyer-client or other relationship. Creative Commons makes its licenses and related information available on an \"as-is\" basis. Creative Commons gives no warranties regarding its licenses, any material licensed under their terms and conditions, or any related information. Creative Commons disclaims all liability for damages resulting from their use to the fullest extent possible. 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Except for the limited purpose of indicating that material is shared under a Creative Commons public license or as otherwise permitted by the Creative Commons policies published at creativecommons.org/policies, Creative Commons does not authorize the use of the trademark \"Creative Commons\" or any other trademark or logo of Creative Commons without its prior written consent including, without limitation, in connection with any unauthorized modifications to any of its public licenses or any other arrangements, understandings, or agreements concerning use of licensed material. For the avoidance of doubt, this paragraph does not form part of the public licenses. Creative Commons may be contacted at creativecommons.org.","breadcrumbs":"LICENSE","id":"146","title":"LICENSE"},"15":{"body":"Organized protein structure and docking modeling. Helped conduct human practice. Shot and edited the promotion video. Wiki writing.","breadcrumbs":"Team » Attributions » Zhenyu Xu","id":"15","title":"Zhenyu Xu"},"16":{"body":"Main Wiki developer and technical support. Built the Wiki infrastructure. Set up and maintains the GitLab repository for team communication and Wiki editing. Introduced Git and GitLab to the team and helped the team adopt to the workflow on GitLab. Helped with protein modeling using RoseTTAFold, Robetta, and PyMOL.","breadcrumbs":"Team » Attributions » Sichang He (Steven)","id":"16","title":"Sichang He (Steven)"},"17":{"body":"Conceptualized cell surface display technology project during preliminary brainstorming and provided proof of concept through review of related literature. Wrote the project abstract and refined general methodology framework. Built protein models for candidate microbes via Alphafold and Haddock and evaluated fidelity of each model via quantiative metrics. Modelled growth of chosen microbe model computationally.","breadcrumbs":"Team » Attributions » Jasmine Santos","id":"17","title":"Jasmine Santos"},"18":{"body":"Built a 3D model for the drug delivery system.","breadcrumbs":"Team » Attributions » Yuxiang He","id":"18","title":"Yuxiang He"},"19":{"body":"","breadcrumbs":"Team » Attributions » Biology team","id":"19","title":"Biology team"},"2":{"body":"Yixuan Wu (Lisa) Yixuan Liu Sihan Wang Zhujun Yao Lingrui Lai Yuxin Wang Jingyun Jin Chang Shen Yunyi Ru Renwei Gao Qizhou Jiang","breadcrumbs":"Team » Biology","id":"2","title":"Biology"},"20":{"body":"Biology Team leader. In charge of wet lab organization and human practice organizations. Designed the overall topic and approach of the problem to tackle with synthetic biology design. Designer of E.coli csgA surface display and lab experiments of the E. coli group.","breadcrumbs":"Team » Attributions » Yixuan Wu","id":"20","title":"Yixuan Wu"},"21":{"body":"Helped conduct human practices and wetlabs for the yeast group. Designed the safety and education wiki and organized local high school activities education.","breadcrumbs":"Team » Attributions » Qizhou Jiang","id":"21","title":"Qizhou Jiang"},"22":{"body":"Helped with background research, designed lab detection protocols for the lactococcus group, conducted wetlab experiments, helped with human practice organization including journal club organization and wiki writing.","breadcrumbs":"Team » Attributions » Sihan Wang","id":"22","title":"Sihan Wang"},"23":{"body":"Fund manager of the team, in charge of labware purchasing, helped with background research and survey distribution as a part of human practice.","breadcrumbs":"Team » Attributions » Renwei Gao","id":"23","title":"Renwei Gao"},"24":{"body":"In charge of background research, E. coli group lab design, wet labs & wiki writing. Hosted journal clubs and science lectures for human practice.","breadcrumbs":"Team » Attributions » Yunyi Ru","id":"24","title":"Yunyi Ru"},"25":{"body":"Co-established the project topic. In charge of lab design and wet lab for the yeast group. Also assisted in Wiki writing and expert interview.","breadcrumbs":"Team » Attributions » Yuxin Wang","id":"25","title":"Yuxin Wang"},"26":{"body":"Helped design survey as a part of human practice, helped with E. coli wet lab experiments.","breadcrumbs":"Team » Attributions » Jingyun Jin","id":"26","title":"Jingyun Jin"},"27":{"body":"Organized and chaired the iGEM2022 Journal Club Seminar ever since 2021. Actively participate in human practice part including designing and popularizing events in local collegiate school. Help conduct wet labs.","breadcrumbs":"Team » Attributions » Yixuan Liu","id":"27","title":"Yixuan Liu"},"28":{"body":"Proposed the project topic, participated in plasmid design and workflow design of E.coli group, participated in wet labs and background research. Helped conduct collaboration with XJLTU as a part of human practice.","breadcrumbs":"Team » Attributions » Chang Shen","id":"28","title":"Chang Shen"},"29":{"body":"Responsible for wet lab design and experiment for yeast group. Contribute to Human Practice with Conference of China iGEMer Community.","breadcrumbs":"Team » Attributions » Lingrui Lai","id":"29","title":"Lingrui Lai"},"3":{"body":"Sichang He (Steven) Jasmine Santos Yuxiang He Zhenyu Xu","breadcrumbs":"Team » Modeling","id":"3","title":"Modeling"},"30":{"body":"","breadcrumbs":"Team » Collaborations » Collaborations","id":"30","title":"Collaborations"},"31":{"body":"","breadcrumbs":"Team » Collaborations » Meeting with XJLTU","id":"31","title":"Meeting with XJLTU"},"32":{"body":"They plan to develop a biofilter core to replace current industry filter cores for heavy metal wastewater. Specifically, they plan to engineer E. coli to express csgA protein at high levels and immobilize the bacteria into a filter. In that way, the heavy metal ions in the wastewater can be captured by csgA protein that is expressed by E. coli located in the filter.","breadcrumbs":"Team » Collaborations » XJLTU's Project","id":"32","title":"XJLTU's Project"},"33":{"body":"They would like to know how we will interact with and educate the public. A: We have made questionnaires to evaluate their knowledge related to antibiotics, probiotics, and microorganisms. We are also planning to make some handouts and deliver a lecture about it in a high school. They were interested in the specific design of our plasmids. Specifically, it's about how and why we choose each part of the plasmid for surface display. A: We applied three microorganisms and the whole team was divided into three groups, each responsible for E. coli, Yeast cell and Lactococcus lactis. All groups applied a strategy which conjugates the targeted nanobody with a surface protein that is to be expressed, transported and located to the extracellular space. The surface protein and the targeted nanobody were connected with a linker sequence, and each nanobody is marked with at least one protein tag for their identification. We also provided links to igem parts so they can check it directly.","breadcrumbs":"Team » Collaborations » Questions & Advice From XJLTU:","id":"33","title":"Questions & Advice From XJLTU:"},"34":{"body":"Will the biofilter be blocked due to E. coli proliferation? A: The microorganisms are immobilized in filters, and the filtration condition may not allow E. coli to grow at such a speed. The csgA protein's ability to absorb heavy metal ions under different conditions (like pH) can be tested through experiments. For example, we can put csg protein into a certain amount of wastewater, then adjust the pH and check the remaining concentration of metal ions in time, so we can acquire a proper pH for the protein to capture heavy metal ions.","breadcrumbs":"Team » Collaborations » Questions & Advice From DKU:","id":"34","title":"Questions & Advice From DKU:"},"35":{"body":"Model for bacteria growth The XJLTU team developed a model for predicting bacteria growth, and it may also be applied to our situation by adjusting some of the parameters. Quantified expression of csg through controlling IPTG concentration The XJLTU team intended to control the expression of csg protein by adjusting the amount of IPTG inducer, which can also be a helpful approach for our team to check the relationship between the cell-cell adhesion affinity and the number of expressed nanobodies. However, as we also applied the TlpA promotor, it may influence the actual expression to a great extent and cause a big difference from the theoretical calculation. As a result, this approach remains to be a concern. Detection and measurement of displayed csg protein. The XJLTU team controlled the expression level by adjusting inducer concentration and estimated the expression by calculating theoretically. The condition of csg and heavy metal ions after the death of E. coli cells We consider that the heavy metal ions will remain captured, as protein itself has a great affinity to the heavy metal ions. But, it remains to be seen whether the released protein will leak out from the filter.","breadcrumbs":"Team » Collaborations » Discussion Topics:","id":"35","title":"Discussion Topics:"},"36":{"body":"","breadcrumbs":"Project » Communication","id":"36","title":"Communication"},"37":{"body":"We had science communications during different stages of our project. We designed these communications to have different manner, audience and scope, aiming at informing, educating, raising awareness of the topic of Gastrointestinal health, and increasing the sense of wonder about fighting against antibiotic resistance.","breadcrumbs":"Project » Overview","id":"37","title":"Overview"},"38":{"body":"Before the experiment, we designed and published a questionnaire about antibiotic treatment and dysentery on social network platform, and obtained more than 500 responses from people of different regions, age groups and education levels in China. We found that many people, although aware of dysentery, do not know how it is transmitted or the bacteria that causes it. This makes us realize the importance of science popularization. Meanwhile, people have different levels of concern about antibiotic resistance, which means it is necessary for us to focus on antibiotic therapy replacement.","breadcrumbs":"Project » Socially-Oriented Questionnaire","id":"38","title":"Socially-Oriented Questionnaire"},"39":{"body":"As an undergraduate team, we participated in the 2022's College Student Innovation and Entrepreneurship Training Program—a national training program for college students on innovation and entrepreneurship. In this way, we can better promote the topic of synthetic biology to the DKU community and attract more fresh blood to participate in innovation. We made posters and participated in project exhibitions, and were regularly inspected by the jury on campus. In addition, we have established a journal club, where different members of the team introduce cutting-edge knowledge about synthetic biology every two weeks, and we are happy to see many freshmen participating.","breadcrumbs":"Project » On-Campus Communication","id":"39","title":"On-Campus Communication"},"4":{"body":"Jiani Chen Yang Yu","breadcrumbs":"Team » Advisor","id":"4","title":"Advisor"},"40":{"body":"In order to carry out science communications on a larger scale, we participated the 9th CCiC Conference (Conference of China iGEMer Community), which is a national summit independently initiated by Chinese iGEM teams, aiming to provide a platform for iGEM teams to share resources and promote mutual learning and communication. We made poster and presented at the conference, answering questions from the audience and judges. After the conference, we collaborated with team LZU on science popularization about probiotics.","breadcrumbs":"Project » CCiC: iGEM community in China","id":"40","title":"CCiC: iGEM community in China"},"41":{"body":"In the later stage of the experiment, in order to better promote the knowledge of synthetic biology and gastrointestinal health in the local area, we contacted a local international high school and successfully delivered popular science lectures to more than 330 middle and high school students and teachers.We distributed science manuals to everyone in the audience and introduced the GI tract, dysentery, probiotic therapy, and antibiotic resistance.","breadcrumbs":"Project » Local School Education","id":"41","title":"Local School Education"},"42":{"body":"Throughout the project, we never stopped science communication with different groups. The social questionnaire allowed us to identify the need for the program; the school publicity has attracted a batch of fresh blood to join the research and innovation of synthetic biology; the communication and cooperation with other Chinese IGEM teams enabled us to learn more knowledge, and also to understand the current issues of synthetic biology in China that deserve attention. The science popularization and education in local schools also gave us the opportunity to communicate with middle and high school students, understand their ideas and answer their doubts.","breadcrumbs":"Project » Summary","id":"42","title":"Summary"},"43":{"body":"","breadcrumbs":"Project » Communication » Communication","id":"43","title":"Communication"},"44":{"body":"We had science communications during different stages of our project. We designed these communications to have different manner, audience and scope, aiming at informing, educating, raising awareness of the topic of Gastrointestinal health, and increasing the sense of wonder about fighting against antibiotic resistance.","breadcrumbs":"Project » Communication » Overview","id":"44","title":"Overview"},"45":{"body":"Before the experiment, we designed and published a questionnaire about antibiotic treatment and dysentery on social network platform, and obtained more than 500 responses from people of different regions, age groups and education levels in China. We found that many people, although aware of dysentery, do not know how it is transmitted or the bacteria that causes it. This makes us realize the importance of science popularization. Meanwhile, people have different levels of concern about antibiotic resistance, which means it is necessary for us to focus on antibiotic therapy replacement.","breadcrumbs":"Project » Communication » Socially-Oriented Questionnaire","id":"45","title":"Socially-Oriented Questionnaire"},"46":{"body":"As an undergraduate team, we participated in the 2022's College Student Innovation and Entrepreneurship Training Program—a national training program for college students on innovation and entrepreneurship. In this way, we can better promote the topic of synthetic biology to the DKU community and attract more fresh blood to participate in innovation. We made posters and participated in project exhibitions, and were regularly inspected by the jury on campus. In addition, we have established a journal club, where different members of the team introduce cutting-edge knowledge about synthetic biology every two weeks, and we are happy to see many freshmen participating.","breadcrumbs":"Project » Communication » On-Campus Communication","id":"46","title":"On-Campus Communication"},"47":{"body":"In order to carry out science communications on a larger scale, we participated the 9th CCiC Conference (Conference of China iGEMer Community), which is a national summit independently initiated by Chinese iGEM teams, aiming to provide a platform for iGEM teams to share resources and promote mutual learning and communication. We made poster and presented at the conference, answering questions from the audience and judges. After the conference, we collaborated with team LZU on science popularization about probiotics.","breadcrumbs":"Project » Communication » CCiC: iGEM community in China","id":"47","title":"CCiC: iGEM community in China"},"48":{"body":"In the later stage of the experiment, in order to better promote the knowledge of synthetic biology and gastrointestinal health in the local area, we contacted a local international high school and successfully delivered popular science lectures to more than 330 middle and high school students and teachers.We distributed science manuals to everyone in the audience and introduced the GI tract, dysentery, probiotic therapy, and antibiotic resistance.","breadcrumbs":"Project » Communication » Local School Education","id":"48","title":"Local School Education"},"49":{"body":"Throughout the project, we never stopped science communication with different groups. The social questionnaire allowed us to identify the need for the program; the school publicity has attracted a batch of fresh blood to join the research and innovation of synthetic biology; the communication and cooperation with other Chinese IGEM teams enabled us to learn more knowledge, and also to understand the current issues of synthetic biology in China that deserve attention. The science popularization and education in local schools also gave us the opportunity to communicate with middle and high school students, understand their ideas and answer their doubts.","breadcrumbs":"Project » Communication » Summary","id":"49","title":"Summary"},"5":{"body":"Lingfeng Huang","breadcrumbs":"Team » Principal Investigator","id":"5","title":"Principal Investigator"},"50":{"body":"We designed cell surface display platforms for probiotics including yeast, E. coli Nissle 1917, and L. lactis . To be specific, the yeast Aga2 surface display platform for nanobodies were developed, We also designed a novel way to detect protein surface expression by using flow cytometry. Another contribution is protein modeling protocol. We designed an integrated protocol involving the usage of PyMol, RobeTTA, and Alphafold2. Through literature review, we were able to determine multiple parameters that measure the accuracy of the protein model, and conducted evaluation on our protein design.","breadcrumbs":"Project » Contribution » Contribution","id":"50","title":"Contribution"},"51":{"body":"Cell surface display platforms can be utilized to cater to many protein engineering and therapeutic drug design purposes. In our case, the therapeutic effect and the nanobody localization on the cellular membrane of yeast yields future possibilities for iGEM teams to utilize this surface display platform based on the yeast Aga2 protein, specifically for therapeutic designs, but possible to be utilized to express other proteins as well.","breadcrumbs":"Project » Contribution » Cell surface display platforms","id":"51","title":"Cell surface display platforms"},"52":{"body":"Online programs are helpful for visualizing and analyzing the structure of different proteins and their docking scenarios. We use Robetta and Alphafold2 to model the structures of our protein, and used HADDOCK to visualize the docking structure. Evaluation focuses on different parameters: Ramachandran plot, Overall G-factors, Atomic Z-score RMS, Percentage of the amino acids having scored >= 0.2 in the 3D/1D profile, Overall quality factor, and Z-score. These parameters determine whether a certain structure is stable.","breadcrumbs":"Project » Contribution » Integrated protein modeling protocol","id":"52","title":"Integrated protein modeling protocol"},"53":{"body":"The Shigella species is listed as one of the eight dangerous drug resistant bacteria [1] , with associated mortalities projected to rise to 10 million globally by 2050. The use of conventional antibiotics aggravates the multidrug resistance of most Shigella strains. Besides aiding in the selection of resistant pathogens, antibiotics reduce intestinal species diversity and population, and disrupt the defensive, metabolic, and trophic functions of interdependent microbes [2] . Engineered probiotics with cell surface display systems are promising in tackling this problem due to a weaker selective pressure and specific binding proteins that are less likely to disrupt the host gut microbiome. Through literature review, E. coli Nissle 1917, yeast and L. lactis are chosen for expression because their probiotic nature present no known harm to the GI tract and the convenience in lab culturing. Centers for Disease Control and Prevention. (2019). 2019 AR Threats Report. https://www.cdc.gov/drugresistance/biggest-threats.html Francino, M. P. (2016, January 1). Antibiotics and the human gut microbiome: Dysbioses and accumulation of resistances. Frontiers. Retrieved March 28, 2022, from https://www.frontiersin.org/articles/10.3389/fmicb.2015.01543/full","breadcrumbs":"Project » Description » Project Description","id":"53","title":"Project Description"},"54":{"body":"","breadcrumbs":"Project » Engineering » Engineering Cycle","id":"54","title":"Engineering Cycle"},"55":{"body":"This page will give a detailed explanation about the engineering cycle. To make yeast capable of displaying the target nanobody 20ipaD on the cell surface, 20ipaD gene was inserted behind the yeast membrane-sealed protein Aga 2; therefore, Aga 2 would bring the nanobody to the cell surface. The recombinant plasmid pYD1-20ipaD was successfully built, which was supported by PCR amplification data and sequencing data. Apart from yeast, Lactococcus lactis and Escherichia coli were also chosen as probiotics for surface displace of nanobodies at the beginning, where 20ipaD/JPS-G3 and control 3xFLAG tags were inserted into pNZ8148 (L. lactis) and pET30a (E. coli) for expression respectively. However, due to failure in transformation and plasmid construction, only yeast was selected as the final product.","breadcrumbs":"Project » Engineering » Introduction","id":"55","title":"Introduction"},"56":{"body":"","breadcrumbs":"Project » Engineering » Engineering Cycle","id":"56","title":"Engineering Cycle"},"57":{"body":"Cycle 1 Design We located a single-domain antibody (VHH) named 20ipaD from the database, whose binding ability with the needle tip protein ipaD of Shigella type III secretion system has be testified (Barta et al., 2017; Sierocki et al., 2021). Peptide sequences of 20ipaD from Barta et al (2017). Codon optimization was performed to get DNA sequences. Two flank sequences containing XhoI and ApaI cutting sites as well as C-terminal Flag-tag were added to the ipaD DNA sequence. Build Designed 20ipaD sequences were chemically de novo synthesized and sent in pUC19. XhoI and ApaI double-digestion enabled us to ligate the 20ipaD DNA sequence into pYD1, a plasmid allowing the surface display of the gene it carries in yeast. The ligation of 20ipaD into pYD1 generates a DNA sequencing coding a recombinant protein of 20ipaD and Aga2, a yeast extracellular membrane protein. pYD1 also contained a replication origin recognized by bacteria and an ampicillin resistance gene. After plasmid ligation, recombinant plasmids were transferred into E. coli to get a clone via ampicillin selection. Cloned plasmids were then transferred into yeast cells. Yeast cells containing the plasmid were selected by tryptophane-deficient medium. Expression of the recombinant protein was induced by add galactose. Test After transformation of recombinant plasmid into E. coli and single colony collection, we perform enzyme digestion and gel electrophoresis to check if the ligation and transformation is successful. For expression assay, we incubated induced yeast cells with anti-flag-tag primary antibody. After incubating with FITC conjugated secondary antibody, cells were examined under florescence microscopy and flow cytometry. Learn Recombinant proteins were observed to express on the cell surfaces on a portion of the cell population. We therefore planned to further testify the effectiveness of our recombinant protein. Though previous modeling through Rosetta suggested that the recombinant Aga2 region as well as the linkers sequences do not undermine the correct folding of the VHH part, we still sought for a experimental support as well as a way to quantify the binding affinity. Cycle 2 Design In this cycle, we aimed to test binding affinity between the recombinant nanobody and the ipaD epitopes. ipaD were retrieved from NCBI database. Codon optimization was also performed to collect the DNA sequence. Similar to 20ipaD, flank regions were inserted into ipaD except the substitution of Flag-tag to HA-tag. Build Synthesized ipaD sequences were got from the same company. Using the same method, we expressed ipaD recombinant protein of the yeast surface. Test Learn Cycle 3 Design In this cycle, we aims to improve the expression level of the recombinant protein. Energy flows within the yeast cells would be controlled to concentrate more on protein production rather than other metabolic activities. We started by looking for a strong and continuously expressed promoter to drive the expression of 20ipaD recombinant protein. At the same time, we also tried to reduce other cellular activities. Cycle 4 Design In this cycle, we aims to improve the binding affinity of the recombinant protein with the antigen epitope. We would perform error prone PCRs to introduce mutations into 20ipaD sequences. Concentrations of the nucleotide analogs would be controlled so that only point mutants would be produced. All mutants would be screened to identify binding affinity improvements. To reduce the workload of screening, we would perform a modeling prescreen. In the prescreen, we would predict how single amino acid change influence the binding affinity between 20ipaD and ipaD.","breadcrumbs":"Project » Engineering » Yeast","id":"57","title":"Yeast"},"58":{"body":"Cycle 1 Design At first, we wanted to obtain the sequence of both 20ipaD and control flag-tag so that we could amplify them via PCR reaction. The 20ipaD is one of the single-VH domain antibodies (VHHs) capable of recognizing distinct epitopes within the antigen IpaD of pathogen Shigella. In this way, we hoped that by fusing 20ipaD and control flag-tag into the Lactococcus lactis expression vector pNZ8148, we would achieve the surface display and expression of 20ipaD on Lactococcus lactis . Build To obtain the sequence of 20ipaD, we constructed the plasmid with the 20ipaD sequence surrounded by two different restriction sites of enzymes BamHI and SacI. In this way, through the restrictive digestion of Bam HI and Sac I, ideally the sequence of 20ipaD would be obtained. The similar construction was also applied with the sequence of control flag-tag, where the enzymes used for restrictive digestion were changed to be NcoI and HindIII. Test After successfully received the synthesized plasmid sequence for 20ipaD and control flag-tag, we conducted the digestion of BamHI and SacI for the obtain of 20ipaD sequence, and the digestion of Nco I and Hind III for the obtain of control flag-tag sequence. Gel electrophorese was applied to confirm the size of the sequence. Control flag-tag sequence was successfully obtained. However, according to the gel picture, the band of 20ipaD showed a very different size from that in theory. Learn We checked the source of error and found that the designed sequence of 20ipaD has been inserted into the pUC19 vector when being synthesized by the company. Unfortunately, pUC19 vector also contained a restriction site for BamHI itself, thus leading to a different enzymatic digestion than what we have expected before. Cycle 2 Design Since pUC19 vector also contained a restriction site for BamHI itself, which would lead to unspecific enzymatic digestion and the failure of getting 20ipaD sequence, we redesigned the experimental steps in order to overcome such a problem. Build In this try, we would do the PCR amplification of 20ipaD sequence to insert it directly into the pNZ8148 vector first. This would circumvent the enzymatic digestion of pUC19 vector by BamHI that had the insertion of 20ipaD. Learn From this process we learnt that when the synthesized plasmid went wrong from our expectations, apart from directly asking the company to redo the synthesis, we could also alter the steps of ligation via PCR reaction to solve the problem. Cycle 3 Design We wanted to insert the engineered pNZ8148 vector with 20ipaD into the strain Lactococcus lactis NZ9000. According to literature review, electroporation is the commonly used technique to insert vectors into Lactococcus lactis . Build When the OD600 of Lactococcus lactis reached 0.3, the bacteria would be subjected to electroporation. The bacteria would be washed with liquid detergent I containing 0.5mol∙L-1 sucrose and 10% glycerol for the insertion of 0.2 μg vector. The pulse of electroporation was delivered by a Gene-Pulser (Scientz) at 25μF and 2.5kV, while the electroporation cuvette (0.2cm in size) was connected in parallel to a 400-Ω resistor (the parameters were searched online and were consulted from technician at Scientz). According to multiple researches done previously, the transformation efficiency would be the highest is the recovery time is 1.5h after electroporation. Test The process of electroporation was not successful because we failed to insert the vector into Lactococcus lactis . Learn We suspect that the making of electrocompetent cells might be the source of failure. After checking with the team advisor, we found that the type of glycerol used was intended for protein purification, which could cause problems for the electrocompetent cell. Cycle 4 Design To further increase efficiency, after doing more literature reviews we added the pretreatment of Lactococcus lactis with lithium acetate (LiAc) and/or dithiothreitol (DTT). We also substituted the type of glycerol used based on the previous error analysis. Build According to the newly found protocol, the Lactococcus lactis was firstly suspended at room temperature for 30 min in 8ml of 100mM LiAc, 10mM DTT, 0.6M sucrose, and 10mM Tris-HCl (pH=7.5). Following the treatment, Lactococcus lactis was pelleted and was resuspended in 1.5ml microcentrifuge tube, and was then washed as previously described. Afterwards, electroporation was conducted as previously described.","breadcrumbs":"Project » Engineering » Lactococcus lactis","id":"58","title":"Lactococcus lactis"},"59":{"body":"E. coli Engineering Cycle Cycle 1 Design Initially, we planned to try three different nanobodies (20ipaD, JPS-G3, and JMK-H2) agianst the Shigella antigen ipaD from a research paper [1] . We also wanted to try two different surface display systems, beta domain of the E. coli outer membrane protein intimin [2] and the E. coli curli fiber protein, csg B [3] . Our target probiotic is E. coli Nissle 1917 [3] . By inserting the target nanobody sequence behind intimin or csg B, reconstructing the plasmid pET30a and transforming the plasmid into E. coli Nissle 1917, we expect the protein to be displayed on the surface of E. coli , so that it can capture the pathogen via antigen-antibody binding. Build & Test We designed the following sequences to make the recombinant protein. intimin-20ipaD-3xFLAG csgB-JMK-H2-3xFLAG JPS-G3-3xFLAG ipaD-3xHA However, due to limitations in budget & time for gene synthesis, we only have JPS-G3-3xFLAG and ipaD-3xHA (inserted into pUC19 plasmids). By plasmid extraction, double digestion ( Bam HI & Xho I) and PCR, we successfully obtained the sequences and verified the accuracy by Sanger sequencing, but we don't have csgB or intimin for surface display. Learn Complex sequences including potential harmful genes may impact synthesis efficiency. Cycle 2 Design Alternatively, we chose the curli fiber csg A [4] sequence for surface display. Build & Test We designed the following sequences: csgA-JPS-G3-3xFLAG csgA-ipaD-3xHA (displaying the antigen on the surface of E. coli BL21 to mimic Shigella flexneri , so that the effectiveness can be evaluated) csg A gene is obtained from the E. coli strains (pGEX-4T-1-csgA-shMT) provided by the XJLTU iGEM team via PCR. To connect different parts, we plan to use overlapping PCR.","breadcrumbs":"Project » Engineering » Escherichia coli","id":"59","title":"Escherichia coli"},"6":{"body":"","breadcrumbs":"Team » The whole team","id":"6","title":"The whole team"},"60":{"body":"Barta, M., Shearer, J., Arizmendi, O., Tremblay, J., Mehzabeen, N., Zheng, Q., . . . Picking, W. (2017). Single-domain antibodies pinpoint potential targets within Shigella invasion plasmid antigen D of the needle tip complex for inhibition of type III secretion. Journal of Biological Chemistry , 292, jbc.M117.802231. doi:10.1074/jbc.M117.802231 Salema, V., Marín, E., Martínez-Arteaga, R., Ruano-Gallego, D., Fraile, S., Margolles, Y., Teira, X., Gutierrez, C., Bodelón, G., & Fernández, L. Á. (2013). Selection of Single Domain Antibodies from Immune Libraries Displayed on the Surface of E. coli Cells with Two β-Domains of Opposite Topologies. PLoS ONE , 8(9), e75126. https://doi.org/10.1371/journal.pone.0075126 Gelfat, I., Aqeel, Y., Tremblay, J. M., Jaskiewicz, J. J., Shrestha, A., Lee, J. N., Hu, S., Qian, X., Magoun, L., Sheoran, A., Bedenice, D., Giem, C., Manjula-Basavanna, A., Osburne, M. S., Tzipori, S., Shoemaker, C. B., Leong, J. M., & Joshi, N. S. (2021). Single domain antibodies against enteric pathogen virulence factors are active as curli fiber fusions on probiotic E. coli Nissle 1917 (p. 2021.06.18.448998). bioRxiv . https://doi.org/10.1101/2021.06.18.448998 Barta, M. L., Shearer, J. P., Arizmendi, O., Tremblay, J. M., Mehzabeen, N., Zheng, Q., Battaile, K. P., Lovell, S., Tzipori, S., Picking, W. D., Shoemaker, C. B., & Picking, W. L. (2017). Single-domain antibodies pinpoint potential targets within Shigella invasion plasmid antigen D of the needle tip complex for inhibition of type III secretion. J Biol Chem, 292(40), 16677-16687. https://doi.org/10.1074/jbc.M117.802231 Sierocki, R., Jneid, B., Orsini Delgado, M. L., Plaisance, M., Maillere, B., Nozach, H., & Simon, S. (2021). An antibody targeting type III secretion system induces broad protection against Salmonella and Shigella infections. PLoS Negl Trop Dis, 15(3), e0009231. https://doi.org/10.1371/journal.pntd.0009231","breadcrumbs":"Project » Engineering » Reference","id":"60","title":"Reference"},"61":{"body":"","breadcrumbs":"Project » Experiments » Experiment","id":"61","title":"Experiment"},"62":{"body":"This page will give a detailed record about the experiment process, including the lab notes and protocols.","breadcrumbs":"Project » Experiments » Introduction","id":"62","title":"Introduction"},"63":{"body":"","breadcrumbs":"Project » Experiments » Experiment","id":"63","title":"Experiment"},"64":{"body":"Lab Notes Protocols","breadcrumbs":"Project » Experiments » Yeast","id":"64","title":"Yeast"},"65":{"body":"Lab Notes Protocols","breadcrumbs":"Project » Experiments » Lactococcus lactis","id":"65","title":"Lactococcus lactis"},"66":{"body":"Lab Notes Please see attached. E. coli Lab Notes Protocols Please see attached. E. coli Protocols","breadcrumbs":"Project » Experiments » Escherichia coli","id":"66","title":"Escherichia coli"},"67":{"body":"","breadcrumbs":"Project » Notebook","id":"67","title":"Project"},"68":{"body":"","breadcrumbs":"Project » Implementation » Implementation","id":"68","title":"Implementation"},"69":{"body":"The end-products of our project are small tablets or capsules that contain dry powders of probiotics that express anti-Shigella antibodies on their surface. Our products serve the dual roles of Shigella infection precaution as well as disease therapy. The abilities of room temperature storage provide our tablets with cost reduction for storage and transportation. Tablets should be taken when facing potential exposure to Shigella infection sources, such as drinking unsanitary water in high diarrhea incidence areas. In consideration of the prevalent transmission pathways of Shigella, we also suggest people whose family members have developed Shigella infections and children in school with diarrhea cases take our tablets to prevent person-to-person transmission, which is the major form of Shigella spreading (Kotloff et al., 2018).","breadcrumbs":"Project » Implementation » Infection Precaution","id":"69","title":"Infection Precaution"},"7":{"body":"","breadcrumbs":"Team » Team » Team","id":"7","title":"Team"},"70":{"body":"Due to intracellular pathogen nature of Shigella, the effect of antibodies reduces as pathogens evade into the cells. The ability of reprogramming the infected cells to form protrusion adjacent cells allows Shigella to spread within intestine epithelial cells, reducing the chance of exposing to body internal environment (Sansonetti et al., 1994). This special characteristic implies antibody may not be a one-size-fits-all solution for different stages of infection. We call for the combination of clinical phases of antibiotics treatment with our tablets together.","breadcrumbs":"Project » Implementation » Infection Therapy","id":"70","title":"Infection Therapy"},"71":{"body":"Along with the high household transmission rates, Shigella also display high secondary infection rates. Therefore, we suggest families with members developing Shigella to take our pills for a time period to provide continuously protection apart from keep good hygiene conditions. In the meanwhile, patients who have developed Shigella infection before should also take our tablets when facing a second exposure.","breadcrumbs":"Project » Implementation » Prognosis and Secondary infection","id":"71","title":"Prognosis and Secondary infection"},"72":{"body":"People who exposed to potential Shigella infection source, especially in a household environment. Children in school with Shigella cases reported. People with antibiotic allergy that cannot use clinical antibiotic treatment. Government that aims to provide low cost solution for Shigella incidence in low- and middle- income, less developed region.","breadcrumbs":"Project » Implementation » End Users","id":"72","title":"End Users"},"73":{"body":"Our product contains exogenous antibody proteins. Therefore, allergy test may need to be performed to prevent possible anaphylaxis. Besides, considering the pathogenesis and transmission pathway of Shigella, our products may not be a one-size-fits all solution for all infection stages but focuses more on the prevention of infection. Kotloff, K. L., Riddle, M. S., Platts-Mills, J. A., Pavlinac, P., & Zaidi, A. K. M. (2018). Shigellosis. The Lancet, 391(10122), 801-812. https://doi.org/https://doi.org/10.1016/S0140-6736(17)33296-8 Sansonetti, P. J., Mounier, J., Prévost, M. C., & Mège, R.-M. (1994). Cadherin expression is required for the spread of Shigella flexneri between epithelial cells. Cell, 76(5), 829-839. https://doi.org/https://doi.org/10.1016/0092-8674(94)90358-1","breadcrumbs":"Project » Implementation » Caveats","id":"73","title":"Caveats"},"74":{"body":"","breadcrumbs":"Project » Partnership","id":"74","title":"Project"},"75":{"body":"","breadcrumbs":"Project » Proof of Concept","id":"75","title":"Project"},"76":{"body":"","breadcrumbs":"Project » Results » Results","id":"76","title":"Results"},"77":{"body":"This page will give a detailed record about the experiment results, future plans & project achievements.","breadcrumbs":"Project » Results » Introduction","id":"77","title":"Introduction"},"78":{"body":"","breadcrumbs":"Project » Results » Experiment Results","id":"78","title":"Experiment Results"},"79":{"body":"","breadcrumbs":"Project » Results » Yeast","id":"79","title":"Yeast"},"8":{"body":"Yixuan Wu (Lisa) Yixuan Liu Sihan Wang Zhujun Yao Lingrui Lai Yuxin Wang Jingyun Jin Chang Shen Yunyi Ru Renwei Gao Qizhou Jiang","breadcrumbs":"Team » Team » Biology","id":"8","title":"Biology"},"80":{"body":"","breadcrumbs":"Project » Results » Lactococcus lactis","id":"80","title":"Lactococcus lactis"},"81":{"body":"Summary of Experiment Design We plan to display the nanobody JPS-G3 agianst the Shigella antigen ipaD on the surface of E. coli Nissle 1917 via the curli fiber protein csg A [1] . We expect the engineered E. coli Nissle 1917 to be capable of capturing the pathogen Shigella flexneri via antigen-antibody specific binding. Please check the detailed experiment design at 'design' part. Plasmid Extraction pUC19-JPS-G3-3xHA and pUC19-ipaD-3xHA were extracted using the TIANGEN plasmid extraction kit. Target Sequence Amplification Using following primers ( Table 1 ), the JPS-G3-3xHA and ipaD-3xHA sequences were successfully amplified, and the results were verified by gel electrophoresis ( Figure 1 ). PCR products were purified for further manipulation. Table 1 | PCR Primers Used Name Sequence (5' -> 3') Endonuclease Site ipaD_FW CGCGGATCCATGAATATTACAACTC Bam HI ipaD_RV GGCCTCGAGTCAAGCGTAG Xho I JPS-G3_FW CGCGGATCCGGAAGTACACAAGTACAGCTAG Bam HI JPS-G3_RV CGCGGATCCGGAAGTACACAAGTACAGCTAG Xho I Figure 1 | Gel Electrophoresis Result for Target Sequence Amplification Molecular Cloning for Cytoplasmic Protein Expression In order to construct the recombinant plasmids pET30a-ipaD-3xHA and pET30a-JPS-G3-3xFLAG, the PCR products obtained from the last step were digested by endonucleases Bam HI and Xho I to create sticky ends. Meanwhile, the pET30a plasmids were transformed into E. coli DH5a competent cells for propagation. After transformation and overnight culture, the extracted plasmids were also digested with endonucleases Bam HI and Xho I to create sticky ends. Afterwards, the digested plasmids and target sequences were ligated and transformed into E. coli DH5a competent cells ( Figure 2 ). Figure 2 | Plates for pET30a-ipaD-3xHA (i-1 & i-2) and pET30a-JPS-G3-3xFLAG (J-1 & J-2). Single colonies were picked from the plates and the inserted sequence were verified by colony PCR ( Figure 3 ) and Sanger sequencing. Figure 3 | Gel Electrophoresis Result for Colony PCR Overlap Extension PCR In order to construct the recombinant DNA sequences csgA-JPS-G3-3xFLAG and csgA-ipaD-3xHA, the following overlap extension PCR primers are used ( Table 2 ). Table 2 | Overlap Extension PCR Primers Name Sequence (5' -> 3') Endonuclease Site OvF_csgA-shMT CCGCGTGGATCCATGAAACTTTTAAAAGTAG Bam HI OvR1_csgA-shMT TAGCTGTACTTGTGTACTTCCCCGCTGCCGCCGTACTGATGA / OvR2_csgA-shMT TAGTCAGAGTTGTAATATTCATCCGCTGCCGCCGTACTGATGA / OvF_JPS-G3 CATCAGTACGGCGGCAGCGGGGAAGTACACAAGTACAGCTAGC / OvR_JPS-G3 GAATCTCGAGTTATTTGTCGTCGTCATCC Xho I OvF_ipaD CATCAGTACGGCGGCAGCGGATGAATATTACAACTCTGACTAAT / OvR_ipaD GGCCTCGAGTCAAGCGTAGTCAGGTAC Xho I However, due to time limitation, this part has not been successfully implemented.","breadcrumbs":"Project » Results » Escherichia coli","id":"81","title":"Escherichia coli"},"82":{"body":"(只是举例，请随意更改)","breadcrumbs":"Project » Results » Project Achievements & Analysis Summary","id":"82","title":"Project Achievements & Analysis Summary"},"83":{"body":"Constructed the recombinant xxx plasmid, and transformed it into xxx strain. Expressed xxx protein. Effectiveness tested by xxx.","breadcrumbs":"Project » Results » Successes","id":"83","title":"Successes"},"84":{"body":"Failed to construct and transform the recombinant plasmids in E. coli and L. lactis .","breadcrumbs":"Project » Results » Failures","id":"84","title":"Failures"},"85":{"body":"","breadcrumbs":"Project » Results » Inspirations","id":"85","title":"Inspirations"},"86":{"body":"(只是举例，请随意更改) Express proteins in well-studied probiotic strains. Insert nanobody sequences after other promoters that can ensure proper expression in vivo . Conduct hemolysis experiments to see the effectiveness of killing Shigella flexneri . Conduct in vivo experiments to test the therapeutic effects in rodent GI system.","breadcrumbs":"Project » Results » Future Plans","id":"86","title":"Future Plans"},"87":{"body":"Gelfat, I., Aqeel, Y., Tremblay, J. M., Jaskiewicz, J. J., Shrestha, A., Lee, J. N., Hu, S., Qian, X., Magoun, L., Sheoran, A., Bedenice, D., Giem, C., Manjula-Basavanna, A., Osburne, M. S., Tzipori, S., Shoemaker, C. B., Leong, J. M., & Joshi, N. S. (2021). Single domain antibodies against enteric pathogen virulence factors are active as curli fiber fusions on probiotic E. coli Nissle 1917 (p. 2021.06.18.448998). bioRxiv . https://doi.org/10.1101/2021.06.18.448998","breadcrumbs":"Project » Results » Reference","id":"87","title":"Reference"},"88":{"body":"All genetic parts of group Y can be divided into 3 categories, including single element, key composite segment, and vector.","breadcrumbs":"Parts » Parts","id":"88","title":"Parts"},"89":{"body":"The single elements refer to every functional unit of our key genetic parts, like promoter, linker, important polypeptide, etc. A total of seven single elements were documented. Part Code Part name Website BBa_K4161501 T7 Promoter http://parts.igem.org/Part:BBa_K4161501 BBa_K4161502 GAL1 Promoter http://parts.igem.org/Part:BBa_K4161502 BBa_K4161503 Aga2 http://parts.igem.org/Part:BBa_K4161503 BBa_K4161504 G4S http://parts.igem.org/Part:BBa_K4161504 BBa_K4161505 T7, Xpress http://parts.igem.org/Part:BBa_K4161505 BBa_K4161506 ipaD http://parts.igem.org/Part:BBa_K4161506 BBa_K4161507 HA http://parts.igem.org/Part:BBa_K4161507","breadcrumbs":"Parts » Single element","id":"89","title":"Single element"},"9":{"body":"Sichang He (Steven) Jasmine Santos Yuxiang He Zhenyu Xu","breadcrumbs":"Team » Team » Modeling","id":"9","title":"Modeling"},"90":{"body":"The key composite segments are clusters of multiple single elements, they make up the key expression modules or functional units of the genetic model. Two key composite segments were documented. | Part Code | Part name | Website | |--------------|--------------------------------------------------------------|- ----------------------------------------| | BBa_K4161301 | Single Domain Antibody 20ipaD Conjugated Aga2 Express Module | http://parts.igem.org/Part:BBa_K4161301 | | BBa_K4161508 | Composite part | http://parts.igem.org/Part:BBa_K4161508 |","breadcrumbs":"Parts » Key composite segment","id":"90","title":"Key composite segment"},"91":{"body":"Most of our genetic designs were based on the yeast surface display vector pYD1, which is also documented. | Part Code | Part name | Website | |--------------|--------------------------------------------------------------|- ----------------------------------------| | BBa_K4161302 | pYD1 plasmid | http://parts.igem.org/Part:BBa_K4161302 |","breadcrumbs":"Parts » Vector","id":"91","title":"Vector"},"92":{"body":"All genetic parts of group Y can be divided into 3 categories, including single element, key composite segment, and vector.","breadcrumbs":"Parts » Part Collection » Parts","id":"92","title":"Parts"},"93":{"body":"The single elements refer to every functional unit of our key genetic parts, like promoter, linker, important polypeptide, etc. A total of seven single elements were documented. Part Code Part name Website BBa_K4161501 T7 Promoter http://parts.igem.org/Part:BBa_K4161501 BBa_K4161502 GAL1 Promoter http://parts.igem.org/Part:BBa_K4161502 BBa_K4161503 Aga2 http://parts.igem.org/Part:BBa_K4161503 BBa_K4161504 G4S http://parts.igem.org/Part:BBa_K4161504 BBa_K4161505 T7, Xpress http://parts.igem.org/Part:BBa_K4161505 BBa_K4161506 ipaD http://parts.igem.org/Part:BBa_K4161506 BBa_K4161507 HA http://parts.igem.org/Part:BBa_K4161507","breadcrumbs":"Parts » Part Collection » Single element","id":"93","title":"Single element"},"94":{"body":"The key composite segments are clusters of multiple single elements, they make up the key expression modules or functional units of the genetic model. Two key composite segments were documented. | Part Code | Part name | Website | |--------------|--------------------------------------------------------------|- ----------------------------------------| | BBa_K4161301 | Single Domain Antibody 20ipaD Conjugated Aga2 Express Module | http://parts.igem.org/Part:BBa_K4161301 | | BBa_K4161508 | Composite part | http://parts.igem.org/Part:BBa_K4161508 |","breadcrumbs":"Parts » Part Collection » Key composite segment","id":"94","title":"Key composite segment"},"95":{"body":"Most of our genetic designs were based on the yeast surface display vector pYD1, which is also documented. | Part Code | Part name | Website | |--------------|--------------------------------------------------------------|- ----------------------------------------| | BBa_K4161302 | pYD1 plasmid | http://parts.igem.org/Part:BBa_K4161302 |","breadcrumbs":"Parts » Part Collection » Vector","id":"95","title":"Vector"},"96":{"body":"","breadcrumbs":"Parts » Improve","id":"96","title":"Parts"},"97":{"body":"","breadcrumbs":"Safety » Safety","id":"97","title":"Safety"},"98":{"body":"The Duke Kunshan University (DKU) iGEM team sets safety as an integral part of science. It includes protection for sensitive groups and the environment. For this reason, safety was considered from two perspectives—inside and outside the laboratory. For more detailed information, please check our safety form.","breadcrumbs":"Safety » Introduction","id":"98","title":"Introduction"},"99":{"body":"All laboratories of universities in China must be accredited by the Office under the Ministry of Environment following the standard. This year, the project was conducted in the BSL-1 laboratory. Team members wore lab coats and gloves during experiments. Experiments related to bacteria were performed in the biosafety cabinet and near butane burners. Before laboratory started, the team received safety training including how to use equipment properly, following laboratorial hygiene rules and proper disposal of hazardous substances. 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Shigella, as one of the most antibiotic resistant pathogens, poses a great threat to food safety especially in developing areas. 10 million will be subject to mortalities caused by shigella infection by 2050. Distribution of antibiotics is the main treatment as of today. It is costly and time consuming. Side effects include degration of GI tract microbiome, and the emergence of more antibiotic resistant strains. We are in an endless race against pathogens. Antibiotics are our weapons. Mutations are their strategies to survival. Now, DKU iGEM team has proposed an alternative to jump out of this race and possibly, go far beyond. Antibody therapy is a popular topic in therapeutics. It is different from antibiotics and can be more effective when triggering the host immune system. However, conventional antibodies have a high cost because of the complicated synthesis procedure. It can also be vulnerable to proteosomes in the GI tract. Thus we propose a novel method to display nanobodies on the surface of probiotics. It exploits the natural pathogen inhibition effects of the probiotics. It also explores possibilities of antibody therapy mass production. Click on the left menu to learn more about the details.","breadcrumbs":"Home","id":"0","title":"Home"},"1":{"body":"","breadcrumbs":"Team » Team","id":"1","title":"Team"},"10":{"body":"Jiani Chen Yang Yu","breadcrumbs":"Team » Team » Advisor","id":"10","title":"Advisor"},"100":{"body":"The key composite segments are clusters of multiple single elements, they make up the key expression modules or functional units of the genetic model. Two key composite segments were documented. | Part Code | Part name | Website | |--------------|--------------------------------------------------------------|- ----------------------------------------| | BBa_K4161301 | Single Domain Antibody 20ipaD Conjugated Aga2 Express Module | http://parts.igem.org/Part:BBa_K4161301 | | BBa_K4161508 | Composite part | http://parts.igem.org/Part:BBa_K4161508 |","breadcrumbs":"Parts » Part Collection » Key composite segment","id":"100","title":"Key composite segment"},"101":{"body":"Most of our genetic designs were based on the yeast surface display vector pYD1, which is also documented. | Part Code | Part name | Website | |--------------|--------------------------------------------------------------|- ----------------------------------------| | BBa_K4161302 | pYD1 plasmid | http://parts.igem.org/Part:BBa_K4161302 |","breadcrumbs":"Parts » Part Collection » Vector","id":"101","title":"Vector"},"102":{"body":"","breadcrumbs":"Parts » Improve","id":"102","title":"Parts"},"103":{"body":"","breadcrumbs":"Safety » Safety","id":"103","title":"Safety"},"104":{"body":"The Duke Kunshan University (DKU) iGEM team sets safety as an integral part of science. It includes protection for sensitive groups and the environment. For this reason, safety was considered from two perspectives—inside and outside the laboratory. For more detailed information, please check our safety form.","breadcrumbs":"Safety » Introduction","id":"104","title":"Introduction"},"105":{"body":"All laboratories of universities in China must be accredited by the Office under the Ministry of Environment following the standard. This year, the project was conducted in the BSL-1 laboratory. Team members wore lab coats and gloves during experiments. Experiments related to bacteria were performed in the biosafety cabinet and near butane burners. Before laboratory started, the team received safety training including how to use equipment properly, following laboratorial hygiene rules and proper disposal of hazardous substances. Also, experiments were first presented in detail by our two supervisors to eliminate biosafety concerns.","breadcrumbs":"Safety » Lab Safety","id":"105","title":"Lab Safety"},"106":{"body":"Protein expression for diagnostic tests was performed in non-pathogenic Escherichia coli strains (E.coli Nissle 1917), Lactococcus Lactis NZ9000 and yeast (EBY100). These gene carriers are probiotic or at least harmless. They do not possess serious illnesses or lead to other problems to people or the environment. In addition, they are in whitelist, belonging to BSL-1 organisms.","breadcrumbs":"Safety » Microorganisms review","id":"106","title":"Microorganisms review"},"107":{"body":"The engineered probiotics were designed to express 20ipad nanobody on their surface by transforming recombinant plasmids with optimized genes. Thus, they can combine with the antigen on the surface of Shigella. Since Shigella is one of the BSL-2 organisms, we decide to express our targeted antigen in probiotics that we used to express the antibody. We optimized the DNA sequences which code the antigen by using machine-learning software. Using yeast as an example, amino acids are essential for the growth of yeast. Amino acids are absorbed by human bodies in the small intestine. There is a competitive absorption of amino acids between intestinal epithelial cells and yeast. This prevents the overgrowth of yeast cells, preventing the destruction of bacterial flora structure. Using yeast as gene carriers limits the leak of antibiotics resistance genes, compared with using bacteria as carriers. In addition, galactose was used to induce the expression of the antibody and antigen. Since we used antibiotics resistance genes, we also pay attention to the potential risks of the leak of antibiotics resistance genes during wetlab process. Discarded liquids and plates that contain antibiotics were placed in specific vessels and then autoclaved.","breadcrumbs":"Safety » Experiments","id":"107","title":"Experiments"},"108":{"body":"Part of planned experiments had to be done by using harmful reagents or procedures. All team members follow the rules under the guideline provided by our lab manager and assistants during experiment safety training. UV light was used to sterilize the biosafety cabinets and equipment inside the cabinets. Safety measures were taken to avoid people`s direct exposure to UV light. Gel imaging system was used for visualizing agarose gel, combined with standard laboratory procedures with blue light transilluminator. Antibiotics were used to select transformants. They can be harmful to sensitive groups. Situations of allergy of team members were collected. Antibiotics were well stored and Handled with proper safety measures according to disposal protocols. Other hazardous chemicals , such as Tris-HCl and methyl alcohol were stored and relevant procedures were conducted in chemical ventilation cabinets. Liquid waste was handled with appropriate safety measures.","breadcrumbs":"Safety » Harmful reagents and procedures","id":"108","title":"Harmful reagents and procedures"},"109":{"body":"Team members followed all the government and university guidelines based on the pandemic situation of Covid-19 in China. For April and May, team`s meetings were online because of school closure and in-person activities were allowed after deblocking. Covid-19 tests were performed regularly and all team members got vaccinated. When wetlabs began, team members` attendance was recorded. The usage of lab equipment was registered. All working surfaces were cleaned with disinfectant fluid before and after conducting wetlabs.","breadcrumbs":"Safety » Covid-19 associated safety measures","id":"109","title":"Covid-19 associated safety measures"},"11":{"body":"Lingfeng Huang","breadcrumbs":"Team » Team » Principal Investigator","id":"11","title":"Principal Investigator"},"110":{"body":"","breadcrumbs":"Human Practices » Human Practice","id":"110","title":"Human Practice"},"111":{"body":"We interviewed Huansheng Cao, Assistant professor of Environmental Science at Duke Kunshan University for suggestions on our initial lab plans. In the interview, team members Yuxin Wang and Chang Shen presented the main design, bacterial surface display, to consult Prof Cao on its feasibility. After confirming the rich research foundations of our plan, he encouraged us to add computational elements to our lab design. As a scientist working in computational biology and bioinformatics, he pointed us to Alphafold2 for the enhancing the binding affinity of our nanobody and the antigen unit. As a well-trained biologist, he also suggested fitting our design to more than one model organisms, which shows integration in our drug design. The interview was full of enthusiasm, so we were able to come across many other topics. We discussed the trends in bioinformatics and biotechnology, including bacteria-based bioelectricity, and the relationship between human longevity and gut microbiota. This interview was both encouraging and informative, and contributed greatly to the first stage of human practice. photo","breadcrumbs":"Human Practices » Interview with Prof Cao","id":"111","title":"Interview with Prof Cao"},"112":{"body":"We participated in 2022's College Student Innovation and Entrepreneurship Training Program—a national training program for college students on innovation and entrepreneurship. It encourages students to participate in scientific research, technological development, and entrepreneurship. During the final pitch, Lisa Wu and Lingrui Lai made the presentation about our project of Shigella treatment using the concept of of synthetic biology. Lingrui went through the basic concept of shigella and synthetic biology, then, the current challenges that we are facing for shigella treatment and our suggestions. Lisa introduced the methodology involved and techniques used in our project. At the end they stressed the significance of our project. Judgers include Kai Huang (Division Chair of Natural and Applied Sciences of DKU), Joohyun Lee (Assistant professor of biology of DKU), Anastasia Tsigkou (Associate Professor of Biology of DKU), Ming-Chun Huang (Associate professor of data and computational science of DKU), Liqi Ren (Associate Director for Innovation and Entrepreneurship). After the presentation, Prof. Lee and Dr. Tsigkou presented valuable questions and suggestions. Prof. Lee recognized the difficulty of antibody therapy and informed us of the clear restrictions of FDI approval. We assured him that our project nanobodies are thoroughly researched, and that we will continue to modify the project to enhance biosafety. Dr. Tsigkou asked us about the binding affinity test and false positive. This is a question that did not come to us then, so we answered that the detection is conduct through fluorescence microscopy. After discussion with our PI, Prof. Linfeng Huang, we decide that we will use the pull down method in the detection of binding affinity. We will conduct the experiment by pulling down on both sides of the nanobody-antigen complex. For false positives, DKU iGEM member Lingrui Lai suggested isotype testing.","breadcrumbs":"Human Practices » 2022 College Student Innovation and Entrepreneurship Training Program","id":"112","title":"2022 College Student Innovation and Entrepreneurship Training Program"},"113":{"body":"After we successfully predicted the 3d structure of fusion protein-antibody complex by using Robetta and Alphafold2, the focus shift to how the fusion protein will influence the binding (docking) between antibody and antigen. We plan to get some insights about this from computer modeling before the wet lab begins. We interviewed Floyd Beckford, Professor of Chemistry at Duke Kunshan University for suggestions on our protein docking simulation. At the beginning, team leader Lisa Wu introduced the synthetic biology part of our project. Modeling team leader Zhenyu Xu introduced the progress of protein structure prediction and the need for protein docking simulation. As a scientist working in modern medicine, Prof. Floyd pointed us to some useful docking software--Autodock, ADFR suite, GOLD, and Maestro. These software are powerful at predicting the docking scenario and are used by many researchers, with many online teaching resources accessible. To improve the speed of computer modeling, Prof. Floyd emphasized the preprocessing of protein structures. Namely, the antigen structure. He suggested us delete the floating molecules outside the binding sites and keep those inside, since we only care about the binding scenario. He also pointed that virtual screening could help if we want to do more mutations to the binding sites. Concerning the fusion protein-antibody complex models, since they are the optimal prediction given by Robetta and Alphafold2, we assume these models do not need preprocessing anymore. For docking, he suggested us try rigid docking first, and then flexible docking if we want to get closer to reality.","breadcrumbs":"Human Practices » Interview with Prof Floyd","id":"113","title":"Interview with Prof Floyd"},"114":{"body":"In order to have better educational effect and promote our project , we organized the Journal Club activity in the Duke Kunshan community. The first Journal Club was held on April 30th, 2022. At the very beginning of the meeting, Yuyang, the leader of last year's iGEM team, gave a speech for us and introduced in detail what systems biology is and the basic methods of studying systems biology. This journal club event mainly focused on COVID-19 and then developed into three sub-topics including the antigen test for SARS-CoV-2 introduced by Kathy, human ACE2 receptor & TM air freshening spray presented by Irene, and COVID-19 Vaccines explained by Bruce. Apart from the iGEM team, around 10 freshman students with various backgrounds participated in the sharing and raised many inspiring questions.","breadcrumbs":"Human Practices » Journal Club","id":"114","title":"Journal Club"},"115":{"body":"","breadcrumbs":"Human Practices » Interview with Dr. Neel Joshi","id":"115","title":"Interview with Dr. Neel Joshi"},"116":{"body":"Dr. Neel Joshi is an expert in bioengineering with tracks in human disease and new therapies. In his 2019 and 2021 literature, he and his team described genetically engineering E. coli Nissle 1917 to treat some gastrointestinal diseases like bowel inflammation, which provide essential references for our project. To further understand the logics and advantages of this bioengineered model, we invited Dr. Joshi for an interview. Dr. Joshi interview photo 1","breadcrumbs":"Human Practices » Introduction","id":"116","title":"Introduction"},"117":{"body":"Q: What stimulated you and your team to develop the surface-displaced single domain antibodies? What practical problems do you think this model can solve? A: Although the nanobodies have great potentials in treating gastrointestinal diseases, it is somewhat hard to deliver those nanobodies directly to the digestive track. Therefore, the probiotics can serve as a scaffold to make the delivery of nanobodies easy. Q: But why did you choose to display the nanobodies on the surface? Why not directly make the bacteria synthesize nanobodies and release them? A: The surface display resolution has the property of multi-valency. By displaying the nanobodies on the surface, we would have the potential to space the binding domains together to bind to a pathogen surface. It could increase binding affinity and decrease the dissociation constant. It can also diffusion into different directions and increase the local concentration. Q: What about the method of drug delivery? That is to say, how do you decide to send the engineered probiotics to human gastrointestinal track? And could you explain why you use that delivery method? A: We only proposed an approach of micro biological therapy. But to deliver the bacteria, I think it can be freeze-dried to produce a freeze-dried product. Because a large portion of the geographical locations that suffered from these gut problems are the poor areas, and those areas do not have the condition to store the bacteria that require a very low temperature. The freeze-dried products do not require that strict storage conditions, so they are more available in those areas. Q: Why pBbB8k plasmid backbone with kanamycin selection marker? (what's the difference between pUC19, which is our choice, and pBbB8K?) A: pBbB8k is a rather arbitrary choice, we simply chose it because it was used due to antibiotics incompatibility in the previous experiment. When doing in vivo studies, we engineered plasmids from the original E. coli Nissle genome, the pMUT plasmids. These plasmids are more stable than the pBbB8K. For pUC19, I don’t see problems with the expression of pUC19 plasmid. However, you do need to consider if your antibiotic resistant marker in the plasmid is compatible with the shigella testing. If shigella is killed due to the antibiotic selecting E. coli, it can be a problem. Q: What are the setbacks of the Probiotic-associated therapeutic curli hybrids (PATCH) system? A: The first is safety concerns of curli fibers. It has been known that curli fibers induce various types of diseases, including neurological diseases, etc. The other is inherit disadvantages for E. coli to produce curli fibers in vivo. However, we have been able to shown effective production of curli fiber in vivo by measuring the amount of curli fibers coming from the fecal samples. Q: What if the E. coli went out of control and grow infinitely in the gut, disrupting the original gastrointestinal microorganism environment? A: This is a very popular question when it comes to distributing microbes to gut. Actually, we could use some of the auxotrophic strains to limit the growth of the bacteria. And I think there are many “switches” that can turn on the suicide program of those bacteria. But in this case, I think E. coli Nissle 1917 is a very safe bacteria, it has already been identified as a harmless bacterium, so there should be less safety issues of this strain.","breadcrumbs":"Human Practices » Interview Content","id":"117","title":"Interview Content"},"118":{"body":"Q: Is it possible to apply magnetic triggers to shigella infection and cooperate this into the PATCH system? A: Magnetic triggers are mostly applied in cancer treatment. This is because in cancer, you know the spot of the disease. In bacterial infection it’s hard to locate. Q: In Barta et al., the authors described the different indexes of the nanobodies, including binding domains and neutralization effects. What is your rationale when choosing the nanobodies? A: It really depends on how you generate the nanobodies. When different parts of the pathogen are used in Alpaca immunizations, the nanobodies will vary. When displaying the nanobodies, some work and others don’t. We assume this is because of folding problems, but we did not figure out the exact reason. Q: What do you think about sequence optimization in silica? Do you have experience working with this? Do you have any suggestions? A: I would suggest generating different mutations in the sequence and do some docking analysis. Then generate the mutations and do wet labs. Q: Our project aims to tackle the antibiotic resistance problem worldwide. Would the PATCH system generate drug resistance issues? A: This is possible. For example, a mutation in the binding domain of the antigen might cause binding problems. However, I would say the selective pressure by the nanobody is smaller compared to that of the antibiotic. This is because antibiotic kills the pathogen, while PATCH only binds to the pathogen, keeping it from invasive activities. Q: We are worried that the proteins in the GI tract environment would coat the surface of the probiotic, which would cause dysfunction of the nanobodies. How did your team encounter this problem? A: The animal model was effective, which was sufficient to show that the GI tract environment did not inhibit the binding activity. The curli production is continuous in vivo, which provides adequate chance for the binding to occur. However, the proteases in the GI tract is something to consider.","breadcrumbs":"Human Practices » Q&A Section","id":"118","title":"Q&A Section"},"119":{"body":"Dr. Joshi provided lots of perspectives from a brand-new aspect, which were extra inspirable for the whole team. First, Dr. Joshi elaborated on the practical problems that this model could potentially resolve. That the probiotic expression system could make the delivery of nanobodies easier expanded our understanding of the model as the delivery problem does not only exist in the step of bacteria delivery, it starts from the delivery of the essential nanobodies. Next, the freeze-dry delivery approach gives a less stricter storage condition of this drug, making it more available in poor areas, which corresponds with our assumed delivery method. As for the safety problem that the public is most interested in, Dr. Joshi proposed to use some molecular switches to eliminate those bacteria in addition to using safe strains like Nissle, giving important clue and indication for our project design. In the Q&A section, questions regarding drug localization, drug resistance, choice of nanobodies were mentioned by team members. Dr. Joshi gave many valuable advices depending on the questions. Overall, the interview was successful, and we were able to arm ourselves with adequate knowledge for the wet lab.","breadcrumbs":"Human Practices » Summary and Reflection","id":"119","title":"Summary and Reflection"},"12":{"body":"","breadcrumbs":"Team » Team » The whole team","id":"12","title":"The whole team"},"120":{"body":"Club expo figure 1 We participated in 2022 online DKU club expo, introducing IGEM club to international students. Our club is meant to share knowledge and techniques of biosynthesis and to seek for potential team members of DKU IGEM team next year. The relevant club activities are conducted in the form of student presentation and speeches given by guest speakers. The IGEM team composition has also been introduced to DKU students from class of 2026. We divided IGEM teamwork into 4 parts, biological experiments, modelling, wiki design and human practice. For the offline club expo, we also made a small presentation to spread common knowledge about probiotics and provided our advice for consuming commercial probiotic products. Our central idea is that the aim of commercial probiotic products should be limited to minor gut discomforts or hoping to improve general health, and long-term consumption is not suggested by doctors we consulted. Also, we introduced some potential harms of consuming probiotics, trying to give them a full image of the commonly advertised probiotic products. We brought some experimental equipment, such as microcentrifuge tubes and plates, to introduce some basic experimental skills. Students who attended the club expo got basic knowledge of how to streak in an agar plate and how to use micropipette and centrifuge machines. Besides providing basic knowledge and doing the offline presentation, we prepared some interesting questions related to Biology and gut microbiomes for college students from all majors. They were designed to enlarge their knowledge about gut microbiomes and make biology interesting. The questions include \"how H. pylori were proved to be able to cause ulcers,\" \"pick out the probiotics from several names of microorganisms,\" \"estimate the number of microorganisms in their stomach,\" and so on. Club expo figure 2","breadcrumbs":"Human Practices » Club Expo","id":"120","title":"Club Expo"},"121":{"body":"","breadcrumbs":"Human Practices » GI tract & Probiotics Brochure","id":"121","title":"GI tract & Probiotics Brochure"},"122":{"body":"The human GI (Gastrointestinal) tract consists of stomach (pH = 2), small intestine (pH = 4-5), and large intestine (pH = 7), which comprises 200 m^2 of surface area in total ( Figure 1 ). It is responsible for the digestion of food and absorption of nutrients. Figure_1 Figure 1 | The GI tract. [1]","breadcrumbs":"Human Practices » GI Tract","id":"122","title":"GI Tract"},"123":{"body":"A normal functioning human body contains the visible human organs, such as the heart, lung, brain etc. containing 10^-14 cells (~23000 genes), and the invisible microbiome, which is a group of up to 10^-14 million microbes (~9 million genes) that live in your body. These bacteria help with digestion, destroys harmful bacteria, and helps control your immune system. The interaction between the host (human) and its microbiota is complex; thus, knowing the human microbiome helps with the development of biomarkers for predicting predisposition to diseases, designing targeted therapies, personalized drug therapies and probiotics. Figure_2 Figure 2 | Oversight of major microbial populations in the body sites sampled by human microbiome projects. [2] The GI microbiota contains 10^13 to 10^14 microbial cells. Microbes in gut affect early development, health, and predisposition to disease. The microbial colonization of gut begins at birth. As is shown in Figure 2 , from sampling data of the human microbiome project, in the GI tract, the species Bacteroidetes and Firmicutes have the highest abundance, followed by Proteobacteria , Tenericutes , and others. The microbial population in different areas of the GI tract are influenced by diet and the physical conditions in the area. In the stomach and small intestine, the low pH level prevents the growth and colonization of many microbials; however, Firmicutes , Bacteroidetes , and Actinobacteria are commonly found in the gastric fluid, while Firmicutes and Proteobacteria are common in the mucus layer of the stomach. Some pathogens, such as Helicobacter pylori , are also discovered in the gastric mucosa. Figure_3 Figure 3 | Different microenvironments in the large intestine. [2] The microbiome in the large intestine generally serves as an in vivo fermentation vessel, with the microbiota using nutrients derived from the digestion of food ( Figure 3 ). The essential biochemical and metabolic contributions of intestinal microorganisms contain different types of vitamins (e.g., thiamine, riboflavin, pyridoxine, B12, K, etc.), amino acids (e.g., asparagine, glutamate, methionine, etc.), gases (e.g., CO2, CH4, H2), odor, organic acids, glycosidase reactions, and steroid metabolism. As a result, the pathological changes in the GI tract microbiome may lead to deficiencies in important metabolic reactions (e.g., lack of vitamin B12 may lead to pernicious anemia – the red blood cells cannot function well).","breadcrumbs":"Human Practices » GI Microbiome","id":"123","title":"GI Microbiome"},"124":{"body":"Currently, physicians usually recommend using antibiotics when treating GI tract bacterial infections. However, since antibiotics usually also kill the beneficial microbiota, it increases the risk of developing IBD (inflammatory bowel disease) after treatment. IBD is characterized of chronic inflammation of the GI tract, which may result in irreversible damage. In addition, some antibiotics can cause ADR (adverse drug reaction) and allergies. Therefore, the development of alternative treatment methods, such as the use of probiotics, have attracted much attention. Unlike antibiotics, probiotics do not kill all the bacteria in an unbolted way. They help inhibit the growth of pathogens and preserve the healthy microbiota via competitive exclusion, anti-adherence, etc. Recently, engineered probiotics have also become a hot topic for new drug development.","breadcrumbs":"Human Practices » GI Microbiome, Antibiotics, and Probiotics","id":"124","title":"GI Microbiome, Antibiotics, and Probiotics"},"125":{"body":"Brock, T. D., Madigan, M. T., Martinko, J. M., & Parker, J. (2003). Brock biology of microorganisms. Upper Saddle River (NJ): Prentice-Hall, 2003. Peate, I. (2018). Anatomy and physiology, 9. The gastrointestinal system. British Journal of Healthcare Assistants, 12(3), 110–114. https://doi.org/10.12968/bjha.2018.12.3.110","breadcrumbs":"Human Practices » Reference","id":"125","title":"Reference"},"126":{"body":"photo Although iGEM competition has a solid audience base in universities , students in high schools have little knowledge of iGEM competition or give up because of their limitation of conducting wetlabs. There is an increasing trend of taking probiotic products. However, there is lack of common sense of probiotics. photo To narrow the gap between public and science, we contacted with Dipont Huayao Collegiate School Kunshan, a local high school. We introduced iGEM competition and popularize the knowledge of GI tract and probiotics by giving a presentation. In the introduction of iGEM , we introduced biology team, modelling team, wiki team and human practice team, including their responsibility and collaborations between different subgroups. photo In GI tract , we introduced the process of digesting. Functions of each human organ and different intestinal floras were explained in detail. Along with knowledge, we provided two fun facts——“Mom passes gut microbiota to baby” and “Having stomachache and diarrhea before exams”. Besides GI tract, we also mentioned the harm that using antibiotics can do to gastrointestinal tract. photo In probiotics , we popularized basic knowledge of probiotics, pointed out issues that taking probiotics improperly will lead to and give our advice. After the speech, 330 high school students and teachers had a better understanding of choosing probiotic products. Students and teachers interested in participating in iGEM competition consulted with us about the future iGEM cooperations. photo","breadcrumbs":"Awards » Education","id":"126","title":"Education"},"127":{"body":"photo Although iGEM competition has a solid audience base in universities , students in high schools have little knowledge of iGEM competition or give up because of their limitation of conducting wetlabs. There is an increasing trend of taking probiotic products. However, there is lack of common sense of probiotics. photo To narrow the gap between public and science, we contacted with Dipont Huayao Collegiate School Kunshan, a local high school. We introduced iGEM competition and popularize the knowledge of GI tract and probiotics by giving a presentation. In the introduction of iGEM , we introduced biology team, modelling team, wiki team and human practice team, including their responsibility and collaborations between different subgroups. photo In GI tract , we introduced the process of digesting. Functions of each human organ and different intestinal floras were explained in detail. Along with knowledge, we provided two fun facts——“Mom passes gut microbiota to baby” and “Having stomachache and diarrhea before exams”. Besides GI tract, we also mentioned the harm that using antibiotics can do to gastrointestinal tract. photo In probiotics , we popularized basic knowledge of probiotics, pointed out issues that taking probiotics improperly will lead to and give our advice. After the speech, 330 high school students and teachers had a better understanding of choosing probiotic products. Students and teachers interested in participating in iGEM competition consulted with us about the future iGEM cooperations. photo","breadcrumbs":"Awards » Education » Education","id":"127","title":"Education"},"128":{"body":"","breadcrumbs":"Awards » Entrepreneurship","id":"128","title":"Awards"},"129":{"body":"","breadcrumbs":"Awards » Hardware","id":"129","title":"Awards"},"13":{"body":"","breadcrumbs":"Team » Attributions » Attributions","id":"13","title":"Attributions"},"130":{"body":"","breadcrumbs":"Awards » Inclusivity","id":"130","title":"Awards"},"131":{"body":"","breadcrumbs":"Awards » Measurement","id":"131","title":"Awards"},"132":{"body":"Models are powerful tools in terms of imagining reasonable future scenarios. Also, assumptions and results from the model push us to reflect on the present situation and make adjustments to our existing plans and experiments, which might also develop our final goal into a more realistic version. There are 2 modeling sections in our project: Visualization This section mainly shows the structure of proteins and their docking results, and also tries to provide guides for future experiment design. Description and Prediction of durg efficacy This section mainly describes the efficiency of protein expression, and tries to predict the scenario after a patient takes the drug.","breadcrumbs":"Awards » Model » Model","id":"132","title":"Model"},"133":{"body":"","breadcrumbs":"Awards » Model » Visualization","id":"133","title":"Visualization"},"134":{"body":"We used online softwares to help us visualize the 3D protein structures and modeled their docking scenarios, and then we evaluated their stability by using some common parameters. This section aims to visually display the protein structure synthesized in this project and provide ideas or directions for future experiments or experimental teams","breadcrumbs":"Awards » Model » Overview:","id":"134","title":"Overview:"},"135":{"body":"Our team designed DNA sequences for fusion protein-nanobody complex ourselves and these newly designed protein's 3D structures are unknown. A protein's 3D structure determines its functionality, which, in our case, would be the nanobody's docking on the membrane and its binding to the antigen. Protein structure prediction Based on the amino acid sequence of the protein, various algorithms can predict the protein's 3D structure. These algorithms use machine learning to learn from databases of known amino acid sequences and structures. It would intuitively indicate whether the designs are feasible by checking their structures. Prediction service We use Robetta and AlphaFold to predict the structure of the proteins we designed. Robetta [1] is an online public service to predict protein structure. It is based on the algorithms of Rosetta from the Rosetta Commons. Robetta is a protein structure prediction server developed by the Baker lab at the University of Washington. At it's core is the Rosetta macromolecular modeling suite developed by the Rosetta Commons, a multi-institutional collaborative research and software development group. Robetta's primary service is to predict the 3-dimensional structure of a protein given the amino acid sequence. AlphaFold [2] is a prediction software that can structure the 3D model of a protein based on its amino acid sequence, using a combination of bioinformatics and physical approaches. We run models on AlphaFold (Phenix version) [3] Colab notebook and it will automatically give the highest-scoring model. This Colab notebook is derived from ColabFold [4] and the DeepMind AlphaFold2 Colab [5] Robetta [1] and AlphaFold Colab notebook [3] both accept single-letter code amino acid sequences and generate Protein Database (PDB) files, which contains information about the protein's structure. Robetta produces 5 models of different configuration with same score for each sequence. Alphafold automatically produces the model with highest score. We view these pdb files in PyMOL [6] , a powerful tool for 3D structure visualization. Protein structure evaluation Assessment of these resultant structures from Robetta and Alphafold2 is needed for deciding which structure is more credible and can be used in future anlysis. There are several parameters to consider: ramachandran plot, overall G-factors, atomic Z-score RMS, percentage of the amino acids having scored >= 0.2 in the 3D/1D profile, overall quality factor, and Z-score. We use online server SAVES v6.0 [7] and ProSA [8] for the validation. Parameters Ramachandran plot: Ramachandran plot shows the theoretical conformation of amino acid residues and is mainly used to evaluate the model quality after homologous modeling. It considers whether the conformation of amino acids is reasonable. Based on an analysis of 118 structures of resolution of at least 2.0 Angstroms and R-factor no greater than 20%, a good quality model would be expected to have over 90% in the most favoured regions. [7] Atomic Z-score RMS: Z-score root mean square deviation (Z-score RMS) measures the \"average magnitude of the volume irregularities in the structure.\" [9] Z-score RMS for a good model should be around 1.0. Percentage of the amino acids having scored >= 0.2 in the 3D/1D profile: Indicate whether the atomic model is compatible with its amino acid sequence. It should be higher than 80% for a good model. [7] Overall quality factor: An overall score for the model provided by SAVES server [7] , ranging from 0 to 100. It should be higher than 80 for a good model. Z-score: Indicate whether the z-score of the input structure is within the range of scores typically found for native proteins of similar size [8] . All the structures shown later are the highest scoring structures. Protein structure alignment After the evaluation of models we got from Robetta [1] and AlphaFold Colab notebook [3] , we can compare the antibody structure in the model with its original structure by using PyMOL [6] alignment. If RMSD (root mean square deviation) value is very low, we regard two structures similar, which means the nanobody in our fusion-nanobody complex will theoretically function well.","breadcrumbs":"Awards » Model » Part 1: General pattern","id":"135","title":"Part 1: General pattern"},"136":{"body":"We have successfully expressed the fusion protein-nanobody complex, which is Yeast-20ipaD. Here is the highest-scoring structure of Yeast-20ipaD ( Figure 1 ). Figure 1 | 3D structure of Yeast-20ipaD complex Ramachandran plot of the above structure showed that 85.1% of residues are in the most favorite regions, and 11.9% are in the allowed regions; 1.9% of the residues are in the generously allowed regions and 1.1% in the disallowed regions. The Atomic-Z-score RMS is tested to be 1.536, which is a little bit out of range. A very good model would have a value close to 1. The percentage of the amino acids have scored >= 0.2 in the 3D/1D profile is 92.39%. The overall quality factor is 82.89, which is acceptable. ProSA calculated Z-score is -8.7, which falls in the range of scores typically found for experimentally determined (X-ray, NMR) structure for native proteins of similar size in PDB database. The calculated average energy over 40 residues is always under 0. Overall, the above structure can be regarded as a good model of Yeast-20ipaD. Figure 2 | Alignment of 20ipaD between itself in complex and it's original structure. The alignment between 20ipaD in the complex and 20ipaD's original structure shows that our complex can have good effect theoretically ( Figure 2 ). The RMSD value is tested to be 0.807, which means the complex have little influence on the structure of 20ipaD.","breadcrumbs":"Awards » Model » Part 2: Yeast-20ipaD visualization","id":"136","title":"Part 2: Yeast-20ipaD visualization"},"137":{"body":"Interaction imformation (binding sites) of 20ipaD and ipaD is found in the paper: Single-Domain Antibodies Pinpoint Potential Targets within Shigella Invasion Plasmid Antigen D of the Needle Tip Complex for Inhibition of Type III Secretion [10] . Since the alignment shows that the 20ipaD in complex is almost the same with it's original structure, we can default the binding sites unchanged. Below is the binding sites between 20ipaD and ipaD ( Figure 3 ). Figure 3 | Binding sites between 20ipaD and Ipad We provided the interaction information for online server HADDOCK [11] to simulate the docking between the complex and ipaD. Below is the docking structure ( Figure 4 ). Figure 4 | Docking between 20ipaD (in complex) and IpaD Ramachandran plot of the above structure showed that 85.0% of residues are in the most favorite regions, and 12.7% are in the allowed regions; 1.2% of the residues are in the generously allowed regions and 1.0% in the disallowed regions. The Atomic-Z-score RMS is tested to be 1.441, which is relatively close to 1. The percentage of the amino acids have scored >= 0.2 in the 3D/1D profile is 87.61%. The overall quality factor is 85.53, which is acceptable. ProSA calculated Z-score is -7.16, which falls in the range of scores typically found for experimentally determined (X-ray, NMR) structure for native proteins of similar size in PDB database. The calculated average energy over 40 residues is always under 0. Overall, the above structure indicates that 20ipaD can bind with IpaD well theoretically. Below is the alignment between our docking result and the original docking between 20ipaD and IpaD. RMSD is 0.36, which is very small and acceptable. Figure 5 | Alignment between Yeast-20ipaD-IpaD and 20ipaD-IpaD. All the above shows that our Yeast-20ipaD complex could theoretically work well when binding with IpaD.","breadcrumbs":"Awards » Model » Part 3: Docking modeling","id":"137","title":"Part 3: Docking modeling"},"138":{"body":"In this section, we would like to show other possible combinations of fusion protein-nanobody complex that might theoretically function well. To do this, we modeled their 3D structures and their docking scenarios, and analyzed them. This could be helpful for future experiment and future teams. Robetta https://robetta.bakerlab.org AlphaFold https://www.nature.com/articles/s41586-021-03819-2 AlphaFold(Phenix Version) <https://colab.research.google.com/github/phenix-project/Colabs/blob/main/alphaf old2/AlphaFold2.ipynb> ColabFold <https://colab.research.google.com/github/sokrypton/ColabFold/blob/main/AlphaFol d2.ipynb> AlphaFold2 <https://colab.research.google.com/github/deepmind/alphafold/blob/main/notebooks /AlphaFold.ipynb> PyMOL https://pymol.org/2/ SAVES https://saves.mbi.ucla.edu/ Prosa https://prosa.services.came.sbg.ac.at/prosa.php Deviations from standard atomic volumes as a quality measure for protein crystal structures <https://pubmed.ncbi.nlm.nih.gov/8950272/#:~:text=Deviations%20of%20the%20atomic %20volumes%20from%20the%20standard,magnitude%20of%20the%20volume%20irregularitie s%20in%20the%20structure.> HADDOCK online server https://wenmr.science.uu.nl/haddock2.4/ Single-Domain Antibodies Pinpoint Potential Targets within Shigella Invasion Plasmid Antigen D of the Needle Tip Complex for Inhibition of Type III Secretion. DOI: 10.1074/jbc.M117.802231 https://pubmed.ncbi.nlm.nih.gov/28842484/","breadcrumbs":"Awards » Model » Part 4: Other combinations of probiotic-nanobody complex","id":"138","title":"Part 4: Other combinations of probiotic-nanobody complex"},"139":{"body":"","breadcrumbs":"Awards » Model » Description and Prediction of drug efficacy","id":"139","title":"Description and Prediction of drug efficacy"},"14":{"body":"","breadcrumbs":"Team » Attributions » Biology team","id":"14","title":"Biology team"},"140":{"body":"Wet lab results showed that we have successfully expressed 20ipaD on the surface of Yeast. Our goal is to describe efficiency of expression and predict the scenario after the drug is released in the patient's jejunal.","breadcrumbs":"Awards » Model » Overview:","id":"140","title":"Overview:"},"141":{"body":"To describe how efficient is Yeast concerning the expression of 20ipaD, we manually calculated the efficiency by counting the number of Yeast cells that expressed 20ipaD and the total number of Yeast cells ( Figure 1 ). Figure 1 | Fluorescent cells for Yeast cells that obviously expressed 20ipaD. Dark cells for no or very little expression","breadcrumbs":"Awards » Model » Part 1: Protein expression efficiency","id":"141","title":"Part 1: Protein expression efficiency"},"142":{"body":"","breadcrumbs":"Awards » Model » Part 2: Prediction of post-medication scenario","id":"142","title":"Part 2: Prediction of post-medication scenario"},"143":{"body":"","breadcrumbs":"Awards » Plant","id":"143","title":"Awards"},"144":{"body":"","breadcrumbs":"Awards » Software","id":"144","title":"Awards"},"145":{"body":"","breadcrumbs":"Awards » Sustainable » Sustainable Development Goals (SDGs)","id":"145","title":"Sustainable Development Goals (SDGs)"},"146":{"body":"Scientific research has always had far-reaching significance in our study and daily routine, and even in the development of the whole society. Scientific research can comprehend us a better understanding of the nature and properties of matter. Analyzing the research objects elaboratively can accelerate the development of human knowledge accumulation. Our project follows a shared blueprint for peace and prosperity for people and the planet whose heart is the 17 sustainable development goals (UN, 2022). We respond to the urgent call for action by all countries that end poverty and other deprivations, improve health and education, reduce inequality, and spur economic growth (UN, 2022). This year, our team aims to provide a biological method for battling antibiotic-resistant pathogens by displaying nanobodies on the surface of the probiotics . Our method can not only reduce antibiotic resistance but minimize side effects including the degradation of GI tract microbiome diversity while having stronger pathogen inhibition compared to traditional probiotic treatment (Langdon et al., 2016). Project “GutGuard” is mainly based on Goals 3, 9, 17","breadcrumbs":"Awards » Sustainable » Introduction","id":"146","title":"Introduction"},"147":{"body":"Ensure healthy lives and promoting well-being for all persons with disabilities We prospect our team’s project can make our local community and even the world conscious of the prominence of life and health, especially the gut problem. The gut problem may cause a person to struggle to absorb nutrients and regulate blood sugar. Additionally, weight loss or gain may be caused by bacteria overgrowth or lack of nutrients. The current therapeutics is antibiotics and the potential problem with the usage of antibiotics is that taking antibiotics too often or for the wrong reasons can change bacteria so much that antibiotics do not work against them (Cronan, 2019). Moreover, long-term use of antibiotics in late adulthood may be a risk factor for all-cause and cardiovascular mortality (Heianza, 2020). As the current therapies of antibiotics promote Shigella to develop antibiotic resistance, we are inspired by this problem and focus on shigella’s drug. Reducing antibiotic resistance and minimizing the side effects including the degradation of GI tract microbiome diversity can be achieved compared to the traditional probiotic treatment (Langdon et al., 2016). We mainly worked toward contributing to target 3.5 (Strength the prevention and treatment of substance abuse, including narcotic drug abuse and harmful use of alcohol) (UN, 2022).","breadcrumbs":"Awards » Sustainable » Goal 3| Good health and well-being","id":"147","title":"Goal 3| Good health and well-being"},"148":{"body":"Build resilient infrastructure, promote inclusive and sustainable industrialization and foster innovation We are capable to lead a new approach and ideologically telling certain product developers to dare to innovate and not to stick to antibiotics to create drugs. To contribute to the goal, we aimed at target 9.5 (Enhance scientific research, upgrade the technological capabilities of industrial sectors in all countries, in particular developing countries, including, by 2030, encouraging innovation and substantially increasing the number of research and development workers per 1 million people and public and private research and development spending) (UN, 2022). We proposed a novel scientific solution to an existing global problem. We mainly focused on a novel method for battling antibiotic-resistant pathogens by displaying nanobodies on the surface of the probiotics . While meeting the goal, our laboratory team did various ways (using three different cells for trial: E. coli, Yeast and Lactococcus lactis) to achieve and increase the possibility of success. Additionally, our team collaborates with other iGEM teams from developing countries to contribute to scientific advancement there.","breadcrumbs":"Awards » Sustainable » Goal 9| Industry, Innovation and Infrastructure","id":"148","title":"Goal 9| Industry, Innovation and Infrastructure"},"149":{"body":"Strengthen the means of implementation and revitalize the global partnership for sustainable development We, as a team, share and hold the view of win-win cooperation. We know that iGEM is not just a competition, but a platform for mutual communication and cooperation. We welcome various teams coming from different backgrounds and help to create solutions to the question. Our team strictly followed target 17.16 (Enhance the global partnership for sustainable development, complemented by multi-stakeholder partnerships that mobilize and share knowledge, expertise, technology, and financial resources, to support the achievement of the sustainable development goals in all countries, in particular developing countries.) (UN, 2022). Our team played an active part in collaborating with other iGEM teams (LZU and XJLTU) to gain insights into local society and comprehend more knowledge. This kind of collaboration enriched us and ensured the sharing of knowledge and raising of awareness on both sides.","breadcrumbs":"Awards » Sustainable » Goal 17| Partnerships for the goals","id":"149","title":"Goal 17| Partnerships for the goals"},"15":{"body":"Biology Team leader. In charge of wet lab organization and human practice organizations. Designed the overall topic and approach of the problem to tackle with synthetic biology design. Designer of E.coli csgA surface display and lab experiments of the E. coli group.","breadcrumbs":"Team » Attributions » Yixuan Wu (Lisa)","id":"15","title":"Yixuan Wu (Lisa)"},"150":{"body":"To sum up, we address and fulfill sustainable development goals 3, 9, and 17 . While meeting the goal of displaying nanobodies on the surface of the probiotics to battle antibiotic-resistant pathogens, we can also contribute to improved healthcare globally in the sustainable development aspect. It can not only reduce antibiotic resistance but minimize side effects including the degradation of GI tract microbiome diversity. The inhibition of the pathogen will be stronger compared to traditional probiotic treatment. Our methods are easy to use and can be improved for further applications.","breadcrumbs":"Awards » Sustainable » Conclusion","id":"150","title":"Conclusion"},"151":{"body":"United Nations. (2022). The 17 goals | sustainable development. United Nations. https://sdgs.un.org/goals United Nations. (2022). #ENVISION2030: 17 goals to transform the world for persons with disabilities enable. United Nations. https://www.un.org/development/desa/disabilities/envision2030.html Langdon, A., Crook, N., & Dantas, G. (2016, April 13). The effects of antibiotics on the microbiome throughout development and alternative approaches for therapeutic modulation. Genome medicine. https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4831151/ Cronan, K. M. (Ed.). (2019, July). The danger of antibiotic overuse (for parents) - nemours kidshealth. KidsHealth. Retrieved September 28, 2022, from https://kidshealth.org/en/parents/antibiotic-overuse.html Heianza, Y., Ma, W., Li, X., Cao, Y., Chan, A. T., Rimm, E. B., Hu, F. B., Rexrode, K. M., Manson, J. A. E., & Qi, L. (2020). Duration and life-stage of antibiotic use and risks of all-cause and cause-specific mortality. Circulation Research, 126(3), 364–373. https://doi.org/10.1161/circresaha.119.315279","breadcrumbs":"Awards » Sustainable » References","id":"151","title":"References"},"152":{"body":"Attribution 4.0 International (CC BY 4.0) https://creativecommons.org/licenses/by/4.0/ ======================================================================= Creative Commons Corporation (\"Creative Commons\") is not a law firm and does not provide legal services or legal advice. Distribution of Creative Commons public licenses does not create a lawyer-client or other relationship. Creative Commons makes its licenses and related information available on an \"as-is\" basis. Creative Commons gives no warranties regarding its licenses, any material licensed under their terms and conditions, or any related information. Creative Commons disclaims all liability for damages resulting from their use to the fullest extent possible. 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Except for the limited purpose of indicating that material is shared under a Creative Commons public license or as otherwise permitted by the Creative Commons policies published at creativecommons.org/policies, Creative Commons does not authorize the use of the trademark \"Creative Commons\" or any other trademark or logo of Creative Commons without its prior written consent including, without limitation, in connection with any unauthorized modifications to any of its public licenses or any other arrangements, understandings, or agreements concerning use of licensed material. For the avoidance of doubt, this paragraph does not form part of the public licenses. Creative Commons may be contacted at creativecommons.org.","breadcrumbs":"LICENSE","id":"152","title":"LICENSE"},"16":{"body":"Co-established the project topic. In charge of lab design and wet lab for the yeast group. Also assisted in Wiki writing and expert interview.","breadcrumbs":"Team » Attributions » Yuxin Wang","id":"16","title":"Yuxin Wang"},"17":{"body":"In charge of background research, E. coli group lab design, wet labs & wiki writing. Hosted journal clubs and science lectures for human practice.","breadcrumbs":"Team » Attributions » Yunyi Ru","id":"17","title":"Yunyi Ru"},"18":{"body":"Designed lactococcus lab procedures and in charge of lactococcus and yeast lab experiments. Conducted expert interviews for human practice.","breadcrumbs":"Team » Attributions » Zhujun Yao","id":"18","title":"Zhujun Yao"},"19":{"body":"Proposed the project topic, participated in plasmid design and workflow design of E.coli group, participated in wet labs and background research. Helped conduct collaboration with XJLTU as a part of human practice.","breadcrumbs":"Team » Attributions » Chang Shen","id":"19","title":"Chang Shen"},"2":{"body":"Yixuan Wu (Lisa) Yixuan Liu Sihan Wang Zhujun Yao Lingrui Lai Yuxin Wang Jingyun Jin Chang Shen Yunyi Ru Renwei Gao Qizhou Jiang","breadcrumbs":"Team » Biology","id":"2","title":"Biology"},"20":{"body":"Responsible for wet lab design and experiment for yeast group. Contribute to Human Practice with Conference of China iGEMer Community.","breadcrumbs":"Team » Attributions » Lingrui Lai","id":"20","title":"Lingrui Lai"},"21":{"body":"Helped conduct human practices and wetlabs for the yeast group. Designed the safety and education wiki and organized local high school activities education.","breadcrumbs":"Team » Attributions » Qizhou Jiang","id":"21","title":"Qizhou Jiang"},"22":{"body":"Helped with background research, designed lab detection protocols for the lactococcus group, conducted wetlab experiments, helped with human practice organization including journal club organization and wiki writing.","breadcrumbs":"Team » Attributions » Sihan Wang","id":"22","title":"Sihan Wang"},"23":{"body":"Organized and chaired the iGEM2022 Journal Club Seminar ever since 2021. Actively participate in human practice part including designing and popularizing events in local collegiate school. Help conduct wet labs.","breadcrumbs":"Team » Attributions » Yixuan Liu","id":"23","title":"Yixuan Liu"},"24":{"body":"Fund manager of the team, in charge of labware purchasing, helped with background research and survey distribution as a part of human practice.","breadcrumbs":"Team » Attributions » Renwei Gao","id":"24","title":"Renwei Gao"},"25":{"body":"Helped design survey as a part of human practice, helped with E. coli wet lab experiments.","breadcrumbs":"Team » Attributions » Jingyun Jin","id":"25","title":"Jingyun Jin"},"26":{"body":"","breadcrumbs":"Team » Attributions » Modeling team","id":"26","title":"Modeling team"},"27":{"body":"Organized protein structure and docking modeling. Helped conduct human practice. Shot and edited the promotion video. Wiki writing.","breadcrumbs":"Team » Attributions » Zhenyu Xu","id":"27","title":"Zhenyu Xu"},"28":{"body":"Main Wiki developer and technical support. Built the Wiki infrastructure. Set up and maintains the GitLab repository for team communication and Wiki editing. Introduced Git and GitLab to the team and helped the team adopt to the workflow on GitLab. Helped with protein modeling using RoseTTAFold, Robetta, and PyMOL.","breadcrumbs":"Team » Attributions » Sichang He (Steven)","id":"28","title":"Sichang He (Steven)"},"29":{"body":"Conceptualized cell surface display technology project during preliminary brainstorming and provided proof of concept through review of related literature. Wrote the project abstract and refined general methodology framework. Built protein models for candidate microbes via Alphafold and Haddock and evaluated fidelity of each model via quantiative metrics. Modelled growth of chosen microbe model computationally.","breadcrumbs":"Team » Attributions » Jasmine Santos","id":"29","title":"Jasmine Santos"},"3":{"body":"Sichang He (Steven) Jasmine Santos Yuxiang He Zhenyu Xu","breadcrumbs":"Team » Modeling","id":"3","title":"Modeling"},"30":{"body":"Built a 3D model for the drug delivery system.","breadcrumbs":"Team » Attributions » Yuxiang He","id":"30","title":"Yuxiang He"},"31":{"body":"","breadcrumbs":"Team » Attributions » Advising support","id":"31","title":"Advising support"},"32":{"body":"Overall project advising, principal investigator.","breadcrumbs":"Team » Attributions » Linfeng Huang","id":"32","title":"Linfeng Huang"},"33":{"body":"Oversee wet lab experiments and overall project advising.","breadcrumbs":"Team » Attributions » Jiani Chen","id":"33","title":"Jiani Chen"},"34":{"body":"Oversee wet lab experiments, helped optimize lab protocols and troubleshooting.","breadcrumbs":"Team » Attributions » Yang Yu","id":"34","title":"Yang Yu"},"35":{"body":"Thanks to the generous funding support of Duke Kunshan University Natural Science Divisions, Wang-Cai Biochemistry Lab, Synear Food Molecular Biology Lab, DKU Innovation and Entrepreneurship Initiative, and Marcia B. France, DKU Dean of Undergraduate Studies. Thanks to free licenses provided by SnapGene.","breadcrumbs":"Team » Attributions » Funding support","id":"35","title":"Funding support"},"36":{"body":"Thanks to Dr. Floyd Beckford and Dr. Huansheng Cao at Duke Kunshan University, Dr. Neel Joshi from Northwestern University, and Dr. Jisheng Lin at Sinovac Biotech CO.,LTD. for providing effective advice on our project design and development.","breadcrumbs":"Team » Attributions » Communications support","id":"36","title":"Communications support"},"37":{"body":"We collaborated with LZU, another iGEM team focusing on probiotics, on education. We found that there are many misleading claims about probiotics and their effects in the market, so we planned to conduct science promotion in local areas to improve people's understanding of probiotics. We chose a local international university to give a lecture on science popularization, and more than 300 middle and high school students and teachers attended.","breadcrumbs":"Team » Collaborations » Collaborations","id":"37","title":"Collaborations"},"38":{"body":"","breadcrumbs":"Project » Communication","id":"38","title":"Communication"},"39":{"body":"We had science communications during different stages of our project. We designed these communications to have different manner, audience and scope, aiming at informing, educating, raising awareness of the topic of Gastrointestinal health, and increasing the sense of wonder about fighting against antibiotic resistance.","breadcrumbs":"Project » Overview","id":"39","title":"Overview"},"4":{"body":"Jiani Chen Yang Yu","breadcrumbs":"Team » Advisor","id":"4","title":"Advisor"},"40":{"body":"Before the experiment, we designed and published a questionnaire about antibiotic treatment and dysentery on social network platform, and obtained more than 500 responses from people of different regions, age groups and education levels in China. We found that many people, although aware of dysentery, do not know how it is transmitted or the bacteria that causes it. This makes us realize the importance of science popularization. Meanwhile, people have different levels of concern about antibiotic resistance, which means it is necessary for us to focus on antibiotic therapy replacement.","breadcrumbs":"Project » Socially-Oriented Questionnaire","id":"40","title":"Socially-Oriented Questionnaire"},"41":{"body":"As an undergraduate team, we participated in the 2022's College Student Innovation and Entrepreneurship Training Program—a national training program for college students on innovation and entrepreneurship. In this way, we can better promote the topic of synthetic biology to the DKU community and attract more fresh blood to participate in innovation. We made posters and participated in project exhibitions, and were regularly inspected by the jury on campus. In addition, we have established a journal club, where different members of the team introduce cutting-edge knowledge about synthetic biology every two weeks, and we are happy to see many freshmen participating.","breadcrumbs":"Project » On-Campus Communication","id":"41","title":"On-Campus Communication"},"42":{"body":"In order to carry out science communications on a larger scale, we participated the 9th CCiC Conference (Conference of China iGEMer Community), which is a national summit independently initiated by Chinese iGEM teams, aiming to provide a platform for iGEM teams to share resources and promote mutual learning and communication. We made poster and presented at the conference, answering questions from the audience and judges. After the conference, we collaborated with team LZU on science popularization about probiotics.","breadcrumbs":"Project » CCiC: iGEM community in China","id":"42","title":"CCiC: iGEM community in China"},"43":{"body":"In the later stage of the experiment, in order to better promote the knowledge of synthetic biology and gastrointestinal health in the local area, we contacted a local international high school and successfully delivered popular science lectures to more than 330 middle and high school students and teachers.We distributed science manuals to everyone in the audience and introduced the GI tract, dysentery, probiotic therapy, and antibiotic resistance.","breadcrumbs":"Project » Local School Education","id":"43","title":"Local School Education"},"44":{"body":"Throughout the project, we never stopped science communication with different groups. The social questionnaire allowed us to identify the need for the program; the school publicity has attracted a batch of fresh blood to join the research and innovation of synthetic biology; the communication and cooperation with other Chinese IGEM teams enabled us to learn more knowledge, and also to understand the current issues of synthetic biology in China that deserve attention. The science popularization and education in local schools also gave us the opportunity to communicate with middle and high school students, understand their ideas and answer their doubts.","breadcrumbs":"Project » Summary","id":"44","title":"Summary"},"45":{"body":"","breadcrumbs":"Project » Communication » Communication","id":"45","title":"Communication"},"46":{"body":"We had science communications during different stages of our project. We designed these communications to have different manner, audience and scope, aiming at informing, educating, raising awareness of the topic of Gastrointestinal health, and increasing the sense of wonder about fighting against antibiotic resistance.","breadcrumbs":"Project » Communication » Overview","id":"46","title":"Overview"},"47":{"body":"Before the experiment, we designed and published a questionnaire about antibiotic treatment and dysentery on social network platform, and obtained more than 500 responses from people of different regions, age groups and education levels in China. We found that many people, although aware of dysentery, do not know how it is transmitted or the bacteria that causes it. This makes us realize the importance of science popularization. Meanwhile, people have different levels of concern about antibiotic resistance, which means it is necessary for us to focus on antibiotic therapy replacement.","breadcrumbs":"Project » Communication » Socially-Oriented Questionnaire","id":"47","title":"Socially-Oriented Questionnaire"},"48":{"body":"As an undergraduate team, we participated in the 2022's College Student Innovation and Entrepreneurship Training Program—a national training program for college students on innovation and entrepreneurship. In this way, we can better promote the topic of synthetic biology to the DKU community and attract more fresh blood to participate in innovation. We made posters and participated in project exhibitions, and were regularly inspected by the jury on campus. In addition, we have established a journal club, where different members of the team introduce cutting-edge knowledge about synthetic biology every two weeks, and we are happy to see many freshmen participating.","breadcrumbs":"Project » Communication » On-Campus Communication","id":"48","title":"On-Campus Communication"},"49":{"body":"In order to carry out science communications on a larger scale, we participated the 9th CCiC Conference (Conference of China iGEMer Community), which is a national summit independently initiated by Chinese iGEM teams, aiming to provide a platform for iGEM teams to share resources and promote mutual learning and communication. We made poster and presented at the conference, answering questions from the audience and judges. After the conference, we collaborated with team LZU on science popularization about probiotics.","breadcrumbs":"Project » Communication » CCiC: iGEM community in China","id":"49","title":"CCiC: iGEM community in China"},"5":{"body":"Lingfeng Huang","breadcrumbs":"Team » Principal Investigator","id":"5","title":"Principal Investigator"},"50":{"body":"In the later stage of the experiment, in order to better promote the knowledge of synthetic biology and gastrointestinal health in the local area, we contacted a local international high school and successfully delivered popular science lectures to more than 330 middle and high school students and teachers.We distributed science manuals to everyone in the audience and introduced the GI tract, dysentery, probiotic therapy, and antibiotic resistance.","breadcrumbs":"Project » Communication » Local School Education","id":"50","title":"Local School Education"},"51":{"body":"Throughout the project, we never stopped science communication with different groups. The social questionnaire allowed us to identify the need for the program; the school publicity has attracted a batch of fresh blood to join the research and innovation of synthetic biology; the communication and cooperation with other Chinese IGEM teams enabled us to learn more knowledge, and also to understand the current issues of synthetic biology in China that deserve attention. The science popularization and education in local schools also gave us the opportunity to communicate with middle and high school students, understand their ideas and answer their doubts.","breadcrumbs":"Project » Communication » Summary","id":"51","title":"Summary"},"52":{"body":"We designed cell surface display platforms for probiotics including yeast, E. coli Nissle 1917, and L. lactis . To be specific, the yeast Aga2 surface display platform for nanobodies were developed, We also designed a novel way to detect protein surface expression by using flow cytometry. Another contribution is protein modeling protocol. We designed an integrated protocol involving the usage of PyMol, RobeTTA, and Alphafold2. Through literature review, we were able to determine multiple parameters that measure the accuracy of the protein model, and conducted evaluation on our protein design.","breadcrumbs":"Project » Contribution » Contribution","id":"52","title":"Contribution"},"53":{"body":"Cell surface display platforms can be utilized to cater to many protein engineering and therapeutic drug design purposes. In our case, the therapeutic effect and the nanobody localization on the cellular membrane of yeast yields future possibilities for iGEM teams to utilize this surface display platform based on the yeast Aga2 protein, specifically for therapeutic designs, but possible to be utilized to express other proteins as well.","breadcrumbs":"Project » Contribution » Cell surface display platforms","id":"53","title":"Cell surface display platforms"},"54":{"body":"Online programs are helpful for visualizing and analyzing the structure of different proteins and their docking scenarios. We use Robetta and Alphafold2 to model the structures of our protein, and used HADDOCK to visualize the docking structure. Evaluation focuses on different parameters: Ramachandran plot, Overall G-factors, Atomic Z-score RMS, Percentage of the amino acids having scored >= 0.2 in the 3D/1D profile, Overall quality factor, and Z-score. These parameters determine whether a certain structure is stable.","breadcrumbs":"Project » Contribution » Integrated protein modeling protocol","id":"54","title":"Integrated protein modeling protocol"},"55":{"body":"The Shigella species is listed as one of the eight dangerous drug resistant bacteria [1] , with associated mortalities projected to rise to 10 million globally by 2050. The use of conventional antibiotics aggravates the multidrug resistance of most Shigella strains. Besides aiding in the selection of resistant pathogens, antibiotics reduce intestinal species diversity and population, and disrupt the defensive, metabolic, and trophic functions of interdependent microbes [2] . Engineered probiotics with cell surface display systems are promising in tackling this problem due to a weaker selective pressure and specific binding proteins that are less likely to disrupt the host gut microbiome. Through literature review, E. coli Nissle 1917, yeast and L. lactis are chosen for expression because their probiotic nature present no known harm to the GI tract and the convenience in lab culturing. Centers for Disease Control and Prevention. (2019). 2019 AR Threats Report. https://www.cdc.gov/drugresistance/biggest-threats.html Francino, M. P. (2016, January 1). Antibiotics and the human gut microbiome: Dysbioses and accumulation of resistances. Frontiers. Retrieved March 28, 2022, from https://www.frontiersin.org/articles/10.3389/fmicb.2015.01543/full","breadcrumbs":"Project » Description » Project Description","id":"55","title":"Project Description"},"56":{"body":"","breadcrumbs":"Project » Engineering » Engineering Cycle","id":"56","title":"Engineering Cycle"},"57":{"body":"This page will give a detailed explanation about the engineering cycle. To make yeast capable of displaying the target nanobody 20ipaD on the cell surface, 20ipaD gene was inserted behind the yeast membrane-sealed protein Aga 2; therefore, Aga 2 would bring the nanobody to the cell surface. The recombinant plasmid pYD1-20ipaD was successfully built, which was supported by PCR amplification data and sequencing data. Apart from yeast, Lactococcus lactis and Escherichia coli were also chosen as probiotics for surface displace of nanobodies at the beginning, where 20ipaD/JPS-G3 and control 3xFLAG tags were inserted into pNZ8148 (L. lactis) and pET30a (E. coli) for expression respectively. However, due to failure in transformation and plasmid construction, only yeast was selected as the final product.","breadcrumbs":"Project » Engineering » Introduction","id":"57","title":"Introduction"},"58":{"body":"","breadcrumbs":"Project » Engineering » Engineering Cycle","id":"58","title":"Engineering Cycle"},"59":{"body":"Cycle 1 Design We located a single-domain antibody (VHH) named 20ipaD from the database, whose binding ability with the needle tip protein ipaD of Shigella type III secretion system has be testified (Barta et al., 2017; Sierocki et al., 2021). Peptide sequences of 20ipaD from Barta et al (2017). Codon optimization was performed to get DNA sequences. Two flank sequences containing XhoI and ApaI cutting sites as well as C-terminal Flag-tag were added to the ipaD DNA sequence. Build Designed 20ipaD sequences were chemically de novo synthesized and sent in pUC19. XhoI and ApaI double-digestion enabled us to ligate the 20ipaD DNA sequence into pYD1, a plasmid allowing the surface display of the gene it carries in yeast. The ligation of 20ipaD into pYD1 generates a DNA sequencing coding a recombinant protein of 20ipaD and Aga2, a yeast extracellular membrane protein. pYD1 also contained a replication origin recognized by bacteria and an ampicillin resistance gene. After plasmid ligation, recombinant plasmids were transferred into E. coli to get a clone via ampicillin selection. Cloned plasmids were then transferred into yeast cells. Yeast cells containing the plasmid were selected by tryptophane-deficient medium. Expression of the recombinant protein was induced by add galactose. Test After transformation of recombinant plasmid into E. coli and single colony collection, we perform enzyme digestion and gel electrophoresis to check if the ligation and transformation is successful. For expression assay, we incubated induced yeast cells with anti-flag-tag primary antibody. After incubating with FITC conjugated secondary antibody, cells were examined under florescence microscopy and flow cytometry. Learn Recombinant proteins were observed to express on the cell surfaces on a portion of the cell population. We therefore planned to further testify the effectiveness of our recombinant protein. Though previous modeling through Rosetta suggested that the recombinant Aga2 region as well as the linkers sequences do not undermine the correct folding of the VHH part, we still sought for a experimental support as well as a way to quantify the binding affinity. Cycle 2 Design In this cycle, we aimed to test binding affinity between the recombinant nanobody and the ipaD epitopes. ipaD were retrieved from NCBI database. Codon optimization was also performed to collect the DNA sequence. Similar to 20ipaD, flank regions were inserted into ipaD except the substitution of Flag-tag to HA-tag. Build Synthesized ipaD sequences were got from the same company. Using the same method, we expressed ipaD recombinant protein of the yeast surface. Test Learn Cycle 3 Design In this cycle, we aims to improve the expression level of the recombinant protein. Energy flows within the yeast cells would be controlled to concentrate more on protein production rather than other metabolic activities. We started by looking for a strong and continuously expressed promoter to drive the expression of 20ipaD recombinant protein. At the same time, we also tried to reduce other cellular activities. Cycle 4 Design In this cycle, we aims to improve the binding affinity of the recombinant protein with the antigen epitope. We would perform error prone PCRs to introduce mutations into 20ipaD sequences. Concentrations of the nucleotide analogs would be controlled so that only point mutants would be produced. All mutants would be screened to identify binding affinity improvements. To reduce the workload of screening, we would perform a modeling prescreen. In the prescreen, we would predict how single amino acid change influence the binding affinity between 20ipaD and ipaD.","breadcrumbs":"Project » Engineering » Yeast","id":"59","title":"Yeast"},"6":{"body":"","breadcrumbs":"Team » The whole team","id":"6","title":"The whole team"},"60":{"body":"Cycle 1 Design At first, we wanted to obtain the sequence of both 20ipaD and control flag-tag so that we could amplify them via PCR reaction. The 20ipaD is one of the single-VH domain antibodies (VHHs) capable of recognizing distinct epitopes within the antigen IpaD of pathogen Shigella. In this way, we hoped that by fusing 20ipaD and control flag-tag into the Lactococcus lactis expression vector pNZ8148, we would achieve the surface display and expression of 20ipaD on Lactococcus lactis . Build To obtain the sequence of 20ipaD, we constructed the plasmid with the 20ipaD sequence surrounded by two different restriction sites of enzymes BamHI and SacI. In this way, through the restrictive digestion of Bam HI and Sac I, ideally the sequence of 20ipaD would be obtained. The similar construction was also applied with the sequence of control flag-tag, where the enzymes used for restrictive digestion were changed to be NcoI and HindIII. Test After successfully received the synthesized plasmid sequence for 20ipaD and control flag-tag, we conducted the digestion of BamHI and SacI for the obtain of 20ipaD sequence, and the digestion of Nco I and Hind III for the obtain of control flag-tag sequence. Gel electrophorese was applied to confirm the size of the sequence. Control flag-tag sequence was successfully obtained. However, according to the gel picture, the band of 20ipaD showed a very different size from that in theory. Learn We checked the source of error and found that the designed sequence of 20ipaD has been inserted into the pUC19 vector when being synthesized by the company. Unfortunately, pUC19 vector also contained a restriction site for BamHI itself, thus leading to a different enzymatic digestion than what we have expected before. Cycle 2 Design Since pUC19 vector also contained a restriction site for BamHI itself, which would lead to unspecific enzymatic digestion and the failure of getting 20ipaD sequence, we redesigned the experimental steps in order to overcome such a problem. Build In this try, we would do the PCR amplification of 20ipaD sequence to insert it directly into the pNZ8148 vector first. This would circumvent the enzymatic digestion of pUC19 vector by BamHI that had the insertion of 20ipaD. Learn From this process we learnt that when the synthesized plasmid went wrong from our expectations, apart from directly asking the company to redo the synthesis, we could also alter the steps of ligation via PCR reaction to solve the problem. Cycle 3 Design We wanted to insert the engineered pNZ8148 vector with 20ipaD into the strain Lactococcus lactis NZ9000. According to literature review, electroporation is the commonly used technique to insert vectors into Lactococcus lactis . Build When the OD600 of Lactococcus lactis reached 0.3, the bacteria would be subjected to electroporation. The bacteria would be washed with liquid detergent I containing 0.5mol∙L-1 sucrose and 10% glycerol for the insertion of 0.2 μg vector. The pulse of electroporation was delivered by a Gene-Pulser (Scientz) at 25μF and 2.5kV, while the electroporation cuvette (0.2cm in size) was connected in parallel to a 400-Ω resistor (the parameters were searched online and were consulted from technician at Scientz). According to multiple researches done previously, the transformation efficiency would be the highest is the recovery time is 1.5h after electroporation. Test The process of electroporation was not successful because we failed to insert the vector into Lactococcus lactis . Learn We suspect that the making of electrocompetent cells might be the source of failure. After checking with the team advisor, we found that the type of glycerol used was intended for protein purification, which could cause problems for the electrocompetent cell. Cycle 4 Design To further increase efficiency, after doing more literature reviews we added the pretreatment of Lactococcus lactis with lithium acetate (LiAc) and/or dithiothreitol (DTT). We also substituted the type of glycerol used based on the previous error analysis. Build According to the newly found protocol, the Lactococcus lactis was firstly suspended at room temperature for 30 min in 8ml of 100mM LiAc, 10mM DTT, 0.6M sucrose, and 10mM Tris-HCl (pH=7.5). Following the treatment, Lactococcus lactis was pelleted and was resuspended in 1.5ml microcentrifuge tube, and was then washed as previously described. Afterwards, electroporation was conducted as previously described.","breadcrumbs":"Project » Engineering » Lactococcus lactis","id":"60","title":"Lactococcus lactis"},"61":{"body":"E. coli Engineering Cycle Cycle 1 Design Initially, we planned to try three different nanobodies (20ipaD, JPS-G3, and JMK-H2) agianst the Shigella antigen ipaD from a research paper [1] . We also wanted to try two different surface display systems, beta domain of the E. coli outer membrane protein intimin [2] and the E. coli curli fiber protein, csg B [3] . Our target probiotic is E. coli Nissle 1917 [3] . By inserting the target nanobody sequence behind intimin or csg B, reconstructing the plasmid pET30a and transforming the plasmid into E. coli Nissle 1917, we expect the protein to be displayed on the surface of E. coli , so that it can capture the pathogen via antigen-antibody binding. Build & Test We designed the following sequences to make the recombinant protein. intimin-20ipaD-3xFLAG csgB-JMK-H2-3xFLAG JPS-G3-3xFLAG ipaD-3xHA However, due to limitations in budget & time for gene synthesis, we only have JPS-G3-3xFLAG and ipaD-3xHA (inserted into pUC19 plasmids). By plasmid extraction, double digestion ( Bam HI & Xho I) and PCR, we successfully obtained the sequences and verified the accuracy by Sanger sequencing, but we don't have csgB or intimin for surface display. Learn Complex sequences including potential harmful genes may impact synthesis efficiency. Cycle 2 Design Alternatively, we chose the curli fiber csg A [4] sequence for surface display. Build & Test We designed the following sequences: csgA-JPS-G3-3xFLAG csgA-ipaD-3xHA (displaying the antigen on the surface of E. coli BL21 to mimic Shigella flexneri , so that the effectiveness can be evaluated) csg A gene is obtained from the E. coli strains (pGEX-4T-1-csgA-shMT) provided by the XJLTU iGEM team via PCR. To connect different parts, we plan to use overlapping PCR.","breadcrumbs":"Project » Engineering » Escherichia coli","id":"61","title":"Escherichia coli"},"62":{"body":"Barta, M., Shearer, J., Arizmendi, O., Tremblay, J., Mehzabeen, N., Zheng, Q., . . . Picking, W. (2017). Single-domain antibodies pinpoint potential targets within Shigella invasion plasmid antigen D of the needle tip complex for inhibition of type III secretion. Journal of Biological Chemistry , 292, jbc.M117.802231. doi:10.1074/jbc.M117.802231 Salema, V., Marín, E., Martínez-Arteaga, R., Ruano-Gallego, D., Fraile, S., Margolles, Y., Teira, X., Gutierrez, C., Bodelón, G., & Fernández, L. Á. (2013). Selection of Single Domain Antibodies from Immune Libraries Displayed on the Surface of E. coli Cells with Two β-Domains of Opposite Topologies. PLoS ONE , 8(9), e75126. https://doi.org/10.1371/journal.pone.0075126 Gelfat, I., Aqeel, Y., Tremblay, J. M., Jaskiewicz, J. J., Shrestha, A., Lee, J. N., Hu, S., Qian, X., Magoun, L., Sheoran, A., Bedenice, D., Giem, C., Manjula-Basavanna, A., Osburne, M. S., Tzipori, S., Shoemaker, C. B., Leong, J. M., & Joshi, N. S. (2021). Single domain antibodies against enteric pathogen virulence factors are active as curli fiber fusions on probiotic E. coli Nissle 1917 (p. 2021.06.18.448998). bioRxiv . https://doi.org/10.1101/2021.06.18.448998 Barta, M. L., Shearer, J. P., Arizmendi, O., Tremblay, J. M., Mehzabeen, N., Zheng, Q., Battaile, K. P., Lovell, S., Tzipori, S., Picking, W. D., Shoemaker, C. B., & Picking, W. L. (2017). Single-domain antibodies pinpoint potential targets within Shigella invasion plasmid antigen D of the needle tip complex for inhibition of type III secretion. J Biol Chem, 292(40), 16677-16687. https://doi.org/10.1074/jbc.M117.802231 Sierocki, R., Jneid, B., Orsini Delgado, M. L., Plaisance, M., Maillere, B., Nozach, H., & Simon, S. (2021). An antibody targeting type III secretion system induces broad protection against Salmonella and Shigella infections. PLoS Negl Trop Dis, 15(3), e0009231. https://doi.org/10.1371/journal.pntd.0009231","breadcrumbs":"Project » Engineering » Reference","id":"62","title":"Reference"},"63":{"body":"","breadcrumbs":"Project » Experiments » Experiment","id":"63","title":"Experiment"},"64":{"body":"This page will give a detailed record about the experiment process, including the lab notes and protocols.","breadcrumbs":"Project » Experiments » Introduction","id":"64","title":"Introduction"},"65":{"body":"","breadcrumbs":"Project » Experiments » Experiment","id":"65","title":"Experiment"},"66":{"body":"Lab Notes Protocols","breadcrumbs":"Project » Experiments » Yeast","id":"66","title":"Yeast"},"67":{"body":"Lab Notes Protocols","breadcrumbs":"Project » Experiments » Lactococcus lactis","id":"67","title":"Lactococcus lactis"},"68":{"body":"Lab Notes Please see attached. E. coli Lab Notes Protocols Please see attached. E. coli Protocols","breadcrumbs":"Project » Experiments » Escherichia coli","id":"68","title":"Escherichia coli"},"69":{"body":"","breadcrumbs":"Project » Notebook","id":"69","title":"Project"},"7":{"body":"","breadcrumbs":"Team » Team » Team","id":"7","title":"Team"},"70":{"body":"","breadcrumbs":"Project » Implementation » Implementation","id":"70","title":"Implementation"},"71":{"body":"The end-products of our project are small tablets or capsules that contain dry powders of probiotics that express anti-Shigella antibodies on their surface. Our products serve the dual roles of Shigella infection precaution as well as disease therapy. The abilities of room temperature storage provide our tablets with cost reduction for storage and transportation. Tablets should be taken when facing potential exposure to Shigella infection sources, such as drinking unsanitary water in high diarrhea incidence areas. In consideration of the prevalent transmission pathways of Shigella, we also suggest people whose family members have developed Shigella infections and children in school with diarrhea cases take our tablets to prevent person-to-person transmission, which is the major form of Shigella spreading (Kotloff et al., 2018).","breadcrumbs":"Project » Implementation » Infection Precaution","id":"71","title":"Infection Precaution"},"72":{"body":"Due to intracellular pathogen nature of Shigella, the effect of antibodies reduces as pathogens evade into the cells. The ability of reprogramming the infected cells to form protrusion adjacent cells allows Shigella to spread within intestine epithelial cells, reducing the chance of exposing to body internal environment (Sansonetti et al., 1994). This special characteristic implies antibody may not be a one-size-fits-all solution for different stages of infection. We call for the combination of clinical phases of antibiotics treatment with our tablets together.","breadcrumbs":"Project » Implementation » Infection Therapy","id":"72","title":"Infection Therapy"},"73":{"body":"Along with the high household transmission rates, Shigella also display high secondary infection rates. Therefore, we suggest families with members developing Shigella to take our pills for a time period to provide continuously protection apart from keep good hygiene conditions. In the meanwhile, patients who have developed Shigella infection before should also take our tablets when facing a second exposure.","breadcrumbs":"Project » Implementation » Prognosis and Secondary infection","id":"73","title":"Prognosis and Secondary infection"},"74":{"body":"People who exposed to potential Shigella infection source, especially in a household environment. Children in school with Shigella cases reported. People with antibiotic allergy that cannot use clinical antibiotic treatment. Government that aims to provide low cost solution for Shigella incidence in low- and middle- income, less developed region.","breadcrumbs":"Project » Implementation » End Users","id":"74","title":"End Users"},"75":{"body":"Our product contains exogenous antibody proteins. Therefore, allergy test may need to be performed to prevent possible anaphylaxis. Besides, considering the pathogenesis and transmission pathway of Shigella, our products may not be a one-size-fits all solution for all infection stages but focuses more on the prevention of infection. Kotloff, K. L., Riddle, M. S., Platts-Mills, J. A., Pavlinac, P., & Zaidi, A. K. M. (2018). Shigellosis. The Lancet, 391(10122), 801-812. https://doi.org/https://doi.org/10.1016/S0140-6736(17)33296-8 Sansonetti, P. J., Mounier, J., Prévost, M. C., & Mège, R.-M. (1994). Cadherin expression is required for the spread of Shigella flexneri between epithelial cells. Cell, 76(5), 829-839. https://doi.org/https://doi.org/10.1016/0092-8674(94)90358-1","breadcrumbs":"Project » Implementation » Caveats","id":"75","title":"Caveats"},"76":{"body":"","breadcrumbs":"Project » Partnership » Meeting with XJLTU","id":"76","title":"Meeting with XJLTU"},"77":{"body":"They plan to develop a biofilter core to replace current industry filter cores for heavy metal wastewater. Specifically, they plan to engineer E. coli to express csgA protein at high levels and immobilize the bacteria into a filter. In that way, the heavy metal ions in the wastewater can be captured by csgA protein that is expressed by E. coli located in the filter.","breadcrumbs":"Project » Partnership » XJLTU's Project","id":"77","title":"XJLTU's Project"},"78":{"body":"They would like to know how we will interact with and educate the public. A: We have made questionnaires to evaluate their knowledge related to antibiotics, probiotics, and microorganisms. We are also planning to make some handouts and deliver a lecture about it in a high school. They were interested in the specific design of our plasmids. Specifically, it's about how and why we choose each part of the plasmid for surface display. A: We applied three microorganisms and the whole team was divided into three groups, each responsible for E. coli, Yeast cell and Lactococcus lactis. All groups applied a strategy which conjugates the targeted nanobody with a surface protein that is to be expressed, transported and located to the extracellular space. The surface protein and the targeted nanobody were connected with a linker sequence, and each nanobody is marked with at least one protein tag for their identification. We also provided links to igem parts so they can check it directly.","breadcrumbs":"Project » Partnership » Questions & Advice From XJLTU:","id":"78","title":"Questions & Advice From XJLTU:"},"79":{"body":"Will the biofilter be blocked due to E. coli proliferation? A: The microorganisms are immobilized in filters, and the filtration condition may not allow E. coli to grow at such a speed. The csgA protein's ability to absorb heavy metal ions under different conditions (like pH) can be tested through experiments. For example, we can put csg protein into a certain amount of wastewater, then adjust the pH and check the remaining concentration of metal ions in time, so we can acquire a proper pH for the protein to capture heavy metal ions.","breadcrumbs":"Project » Partnership » Questions & Advice From DKU:","id":"79","title":"Questions & Advice From DKU:"},"8":{"body":"Yixuan Wu (Lisa) Yixuan Liu Sihan Wang Zhujun Yao Lingrui Lai Yuxin Wang Jingyun Jin Chang Shen Yunyi Ru Renwei Gao Qizhou Jiang","breadcrumbs":"Team » Team » Biology","id":"8","title":"Biology"},"80":{"body":"Model for bacteria growth The XJLTU team developed a model for predicting bacteria growth, and it may also be applied to our situation by adjusting some of the parameters. Quantified expression of csg through controlling IPTG concentration The XJLTU team intended to control the expression of csg protein by adjusting the amount of IPTG inducer, which can also be a helpful approach for our team to check the relationship between the cell-cell adhesion affinity and the number of expressed nanobodies. However, as we also applied the TlpA promotor, it may influence the actual expression to a great extent and cause a big difference from the theoretical calculation. As a result, this approach remains to be a concern. Detection and measurement of displayed csg protein. The XJLTU team controlled the expression level by adjusting inducer concentration and estimated the expression by calculating theoretically. The condition of csg and heavy metal ions after the death of E. coli cells We consider that the heavy metal ions will remain captured, as protein itself has a great affinity to the heavy metal ions. But, it remains to be seen whether the released protein will leak out from the filter.","breadcrumbs":"Project » Partnership » Discussion Topics:","id":"80","title":"Discussion Topics:"},"81":{"body":"","breadcrumbs":"Project » Proof of Concept","id":"81","title":"Project"},"82":{"body":"","breadcrumbs":"Project » Results » Results","id":"82","title":"Results"},"83":{"body":"This page will give a detailed record about the experiment results, future plans & project achievements.","breadcrumbs":"Project » Results » Introduction","id":"83","title":"Introduction"},"84":{"body":"","breadcrumbs":"Project » Results » Experiment Results","id":"84","title":"Experiment Results"},"85":{"body":"","breadcrumbs":"Project » Results » Yeast","id":"85","title":"Yeast"},"86":{"body":"","breadcrumbs":"Project » Results » Lactococcus lactis","id":"86","title":"Lactococcus lactis"},"87":{"body":"Summary of Experiment Design We plan to display the nanobody JPS-G3 agianst the Shigella antigen ipaD on the surface of E. coli Nissle 1917 via the curli fiber protein csg A [1] . We expect the engineered E. coli Nissle 1917 to be capable of capturing the pathogen Shigella flexneri via antigen-antibody specific binding. Please check the detailed experiment design at 'design' part. Plasmid Extraction pUC19-JPS-G3-3xHA and pUC19-ipaD-3xHA were extracted using the TIANGEN plasmid extraction kit. Target Sequence Amplification Using following primers ( Table 1 ), the JPS-G3-3xHA and ipaD-3xHA sequences were successfully amplified, and the results were verified by gel electrophoresis ( Figure 1 ). PCR products were purified for further manipulation. Table 1 | PCR Primers Used Name Sequence (5' -> 3') Endonuclease Site ipaD_FW CGCGGATCCATGAATATTACAACTC Bam HI ipaD_RV GGCCTCGAGTCAAGCGTAG Xho I JPS-G3_FW CGCGGATCCGGAAGTACACAAGTACAGCTAG Bam HI JPS-G3_RV CGCGGATCCGGAAGTACACAAGTACAGCTAG Xho I Figure 1 | Gel Electrophoresis Result for Target Sequence Amplification Molecular Cloning for Cytoplasmic Protein Expression In order to construct the recombinant plasmids pET30a-ipaD-3xHA and pET30a-JPS-G3-3xFLAG, the PCR products obtained from the last step were digested by endonucleases Bam HI and Xho I to create sticky ends. Meanwhile, the pET30a plasmids were transformed into E. coli DH5a competent cells for propagation. After transformation and overnight culture, the extracted plasmids were also digested with endonucleases Bam HI and Xho I to create sticky ends. Afterwards, the digested plasmids and target sequences were ligated and transformed into E. coli DH5a competent cells ( Figure 2 ). Figure 2 | Plates for pET30a-ipaD-3xHA (i-1 & i-2) and pET30a-JPS-G3-3xFLAG (J-1 & J-2). Single colonies were picked from the plates and the inserted sequence were verified by colony PCR ( Figure 3 ) and Sanger sequencing. Figure 3 | Gel Electrophoresis Result for Colony PCR Overlap Extension PCR In order to construct the recombinant DNA sequences csgA-JPS-G3-3xFLAG and csgA-ipaD-3xHA, the following overlap extension PCR primers are used ( Table 2 ). Table 2 | Overlap Extension PCR Primers Name Sequence (5' -> 3') Endonuclease Site OvF_csgA-shMT CCGCGTGGATCCATGAAACTTTTAAAAGTAG Bam HI OvR1_csgA-shMT TAGCTGTACTTGTGTACTTCCCCGCTGCCGCCGTACTGATGA / OvR2_csgA-shMT TAGTCAGAGTTGTAATATTCATCCGCTGCCGCCGTACTGATGA / OvF_JPS-G3 CATCAGTACGGCGGCAGCGGGGAAGTACACAAGTACAGCTAGC / OvR_JPS-G3 GAATCTCGAGTTATTTGTCGTCGTCATCC Xho I OvF_ipaD CATCAGTACGGCGGCAGCGGATGAATATTACAACTCTGACTAAT / OvR_ipaD GGCCTCGAGTCAAGCGTAGTCAGGTAC Xho I However, due to time limitation, this part has not been successfully implemented.","breadcrumbs":"Project » Results » Escherichia coli","id":"87","title":"Escherichia coli"},"88":{"body":"(只是举例，请随意更改)","breadcrumbs":"Project » Results » Project Achievements & Analysis Summary","id":"88","title":"Project Achievements & Analysis Summary"},"89":{"body":"Constructed the recombinant xxx plasmid, and transformed it into xxx strain. Expressed xxx protein. Effectiveness tested by xxx.","breadcrumbs":"Project » Results » Successes","id":"89","title":"Successes"},"9":{"body":"Sichang He (Steven) Jasmine Santos Yuxiang He Zhenyu Xu","breadcrumbs":"Team » Team » Modeling","id":"9","title":"Modeling"},"90":{"body":"Failed to construct and transform the recombinant plasmids in E. coli and L. lactis .","breadcrumbs":"Project » Results » Failures","id":"90","title":"Failures"},"91":{"body":"","breadcrumbs":"Project » Results » Inspirations","id":"91","title":"Inspirations"},"92":{"body":"(只是举例，请随意更改) Express proteins in well-studied probiotic strains. Insert nanobody sequences after other promoters that can ensure proper expression in vivo . Conduct hemolysis experiments to see the effectiveness of killing Shigella flexneri . Conduct in vivo experiments to test the therapeutic effects in rodent GI system.","breadcrumbs":"Project » Results » Future Plans","id":"92","title":"Future Plans"},"93":{"body":"Gelfat, I., Aqeel, Y., Tremblay, J. M., Jaskiewicz, J. J., Shrestha, A., Lee, J. N., Hu, S., Qian, X., Magoun, L., Sheoran, A., Bedenice, D., Giem, C., Manjula-Basavanna, A., Osburne, M. S., Tzipori, S., Shoemaker, C. B., Leong, J. M., & Joshi, N. S. (2021). Single domain antibodies against enteric pathogen virulence factors are active as curli fiber fusions on probiotic E. coli Nissle 1917 (p. 2021.06.18.448998). bioRxiv . https://doi.org/10.1101/2021.06.18.448998","breadcrumbs":"Project » Results » Reference","id":"93","title":"Reference"},"94":{"body":"All genetic parts of group Y can be divided into 3 categories, including single element, key composite segment, and vector.","breadcrumbs":"Parts » Parts","id":"94","title":"Parts"},"95":{"body":"The single elements refer to every functional unit of our key genetic parts, like promoter, linker, important polypeptide, etc. A total of seven single elements were documented. Part Code Part name Website BBa_K4161501 T7 Promoter http://parts.igem.org/Part:BBa_K4161501 BBa_K4161502 GAL1 Promoter http://parts.igem.org/Part:BBa_K4161502 BBa_K4161503 Aga2 http://parts.igem.org/Part:BBa_K4161503 BBa_K4161504 G4S http://parts.igem.org/Part:BBa_K4161504 BBa_K4161505 T7, Xpress http://parts.igem.org/Part:BBa_K4161505 BBa_K4161506 ipaD http://parts.igem.org/Part:BBa_K4161506 BBa_K4161507 HA http://parts.igem.org/Part:BBa_K4161507","breadcrumbs":"Parts » Single element","id":"95","title":"Single element"},"96":{"body":"The key composite segments are clusters of multiple single elements, they make up the key expression modules or functional units of the genetic model. Two key composite segments were documented. | Part Code | Part name | Website | |--------------|--------------------------------------------------------------|- ----------------------------------------| | BBa_K4161301 | Single Domain Antibody 20ipaD Conjugated Aga2 Express Module | http://parts.igem.org/Part:BBa_K4161301 | | BBa_K4161508 | Composite part | http://parts.igem.org/Part:BBa_K4161508 |","breadcrumbs":"Parts » Key composite segment","id":"96","title":"Key composite segment"},"97":{"body":"Most of our genetic designs were based on the yeast surface display vector pYD1, which is also documented. | Part Code | Part name | Website | |--------------|--------------------------------------------------------------|- ----------------------------------------| | BBa_K4161302 | pYD1 plasmid | http://parts.igem.org/Part:BBa_K4161302 |","breadcrumbs":"Parts » Vector","id":"97","title":"Vector"},"98":{"body":"All genetic parts of group Y can be divided into 3 categories, including single element, key composite segment, and vector.","breadcrumbs":"Parts » Part Collection » Parts","id":"98","title":"Parts"},"99":{"body":"The single elements refer to every functional unit of our key genetic parts, like promoter, linker, important polypeptide, etc. A total of seven single elements were documented. 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Shigella, as one of the most antibiotic resistant pathogens, poses a great threat to food safety especially in developing areas. 10 million will be subject to mortalities caused by shigella infection by 2050. Distribution of antibiotics is the main treatment as of today. It is costly and time consuming. Side effects include degration of GI tract microbiome, and the emergence of more antibiotic resistant strains. We are in an endless race against pathogens. Antibiotics are our weapons. Mutations are their strategies to survival. Now, DKU iGEM team has proposed an alternative to jump out of this race and possibly, go far beyond. Antibody therapy is a popular topic in therapeutics. It is different from antibiotics and can be more effective when triggering the host immune system. However, conventional antibodies have a high cost because of the complicated synthesis procedure. It can also be vulnerable to proteosomes in the GI tract. Thus we propose a novel method to display nanobodies on the surface of probiotics. It exploits the natural pathogen inhibition effects of the probiotics. It also explores possibilities of antibody therapy mass production. Click on the left menu to learn more about the details.","breadcrumbs":"Home","id":"0","title":"Home"},"1":{"body":"","breadcrumbs":"Team » Team","id":"1","title":"Team"},"10":{"body":"Jiani Chen Yang Yu","breadcrumbs":"Team » Team » Advisor","id":"10","title":"Advisor"},"100":{"body":"Protein expression for diagnostic tests was performed in non-pathogenic Escherichia coli strains (E.coli Nissle 1917), Lactococcus Lactis NZ9000 and yeast (EBY100). These gene carriers are probiotic or at least harmless. They do not possess serious illnesses or lead to other problems to people or the environment. In addition, they are in whitelist, belonging to BSL-1 organisms.","breadcrumbs":"Safety » Microorganisms review","id":"100","title":"Microorganisms review"},"101":{"body":"The engineered probiotics were designed to express 20ipad nanobody on their surface by transforming recombinant plasmids with optimized genes. Thus, they can combine with the antigen on the surface of Shigella. Since Shigella is one of the BSL-2 organisms, we decide to express our targeted antigen in probiotics that we used to express the antibody. We optimized the DNA sequences which code the antigen by using machine-learning software. Using yeast as an example, amino acids are essential for the growth of yeast. Amino acids are absorbed by human bodies in the small intestine. There is a competitive absorption of amino acids between intestinal epithelial cells and yeast. This prevents the overgrowth of yeast cells, preventing the destruction of bacterial flora structure. Using yeast as gene carriers limits the leak of antibiotics resistance genes, compared with using bacteria as carriers. In addition, galactose was used to induce the expression of the antibody and antigen. Since we used antibiotics resistance genes, we also pay attention to the potential risks of the leak of antibiotics resistance genes during wetlab process. Discarded liquids and plates that contain antibiotics were placed in specific vessels and then autoclaved.","breadcrumbs":"Safety » Experiments","id":"101","title":"Experiments"},"102":{"body":"Part of planned experiments had to be done by using harmful reagents or procedures. All team members follow the rules under the guideline provided by our lab manager and assistants during experiment safety training. UV light was used to sterilize the biosafety cabinets and equipment inside the cabinets. Safety measures were taken to avoid people`s direct exposure to UV light. Gel imaging system was used for visualizing agarose gel, combined with standard laboratory procedures with blue light transilluminator. Antibiotics were used to select transformants. They can be harmful to sensitive groups. Situations of allergy of team members were collected. Antibiotics were well stored and Handled with proper safety measures according to disposal protocols. Other hazardous chemicals , such as Tris-HCl and methyl alcohol were stored and relevant procedures were conducted in chemical ventilation cabinets. Liquid waste was handled with appropriate safety measures.","breadcrumbs":"Safety » Harmful reagents and procedures","id":"102","title":"Harmful reagents and procedures"},"103":{"body":"Team members followed all the government and university guidelines based on the pandemic situation of Covid-19 in China. For April and May, team`s meetings were online because of school closure and in-person activities were allowed after deblocking. Covid-19 tests were performed regularly and all team members got vaccinated. When wetlabs began, team members` attendance was recorded. The usage of lab equipment was registered. All working surfaces were cleaned with disinfectant fluid before and after conducting wetlabs.","breadcrumbs":"Safety » Covid-19 associated safety measures","id":"103","title":"Covid-19 associated safety measures"},"104":{"body":"","breadcrumbs":"Human Practices » Human Practice","id":"104","title":"Human Practice"},"105":{"body":"We interviewed Huansheng Cao, Assistant professor of Environmental Science at Duke Kunshan University for suggestions on our initial lab plans. In the interview, team members Yuxin Wang and Chang Shen presented the main design, bacterial surface display, to consult Prof Cao on its feasibility. After confirming the rich research foundations of our plan, he encouraged us to add computational elements to our lab design. As a scientist working in computational biology and bioinformatics, he pointed us to Alphafold2 for the enhancing the binding affinity of our nanobody and the antigen unit. As a well-trained biologist, he also suggested fitting our design to more than one model organisms, which shows integration in our drug design. The interview was full of enthusiasm, so we were able to come across many other topics. We discussed the trends in bioinformatics and biotechnology, including bacteria-based bioelectricity, and the relationship between human longevity and gut microbiota. This interview was both encouraging and informative, and contributed greatly to the first stage of human practice. photo","breadcrumbs":"Human Practices » Interview with Prof Cao","id":"105","title":"Interview with Prof Cao"},"106":{"body":"We participated in 2022's College Student Innovation and Entrepreneurship Training Program—a national training program for college students on innovation and entrepreneurship. It encourages students to participate in scientific research, technological development, and entrepreneurship. During the final pitch, Lisa Wu and Lingrui Lai made the presentation about our project of Shigella treatment using the concept of of synthetic biology. Lingrui went through the basic concept of shigella and synthetic biology, then, the current challenges that we are facing for shigella treatment and our suggestions. Lisa introduced the methodology involved and techniques used in our project. At the end they stressed the significance of our project. Judgers include Kai Huang (Division Chair of Natural and Applied Sciences of DKU), Joohyun Lee (Assistant professor of biology of DKU), Anastasia Tsigkou (Associate Professor of Biology of DKU), Ming-Chun Huang (Associate professor of data and computational science of DKU), Liqi Ren (Associate Director for Innovation and Entrepreneurship). After the presentation, Prof. Lee and Dr. Tsigkou presented valuable questions and suggestions. Prof. Lee recognized the difficulty of antibody therapy and informed us of the clear restrictions of FDI approval. We assured him that our project nanobodies are thoroughly researched, and that we will continue to modify the project to enhance biosafety. Dr. Tsigkou asked us about the binding affinity test and false positive. This is a question that did not come to us then, so we answered that the detection is conduct through fluorescence microscopy. After discussion with our PI, Prof. Linfeng Huang, we decide that we will use the pull down method in the detection of binding affinity. We will conduct the experiment by pulling down on both sides of the nanobody-antigen complex. For false positives, DKU iGEM member Lingrui Lai suggested isotype testing.","breadcrumbs":"Human Practices » 2022 College Student Innovation and Entrepreneurship Training Program","id":"106","title":"2022 College Student Innovation and Entrepreneurship Training Program"},"107":{"body":"After we successfully predicted the 3d structure of fusion protein-antibody complex by using Robetta and Alphafold2, the focus shift to how the fusion protein will influence the binding (docking) between antibody and antigen. We plan to get some insights about this from computer modeling before the wet lab begins. We interviewed Floyd Beckford, Professor of Chemistry at Duke Kunshan University for suggestions on our protein docking simulation. At the beginning, team leader Lisa Wu introduced the synthetic biology part of our project. Modeling team leader Zhenyu Xu introduced the progress of protein structure prediction and the need for protein docking simulation. As a scientist working in modern medicine, Prof. Floyd pointed us to some useful docking software--Autodock, ADFR suite, GOLD, and Maestro. These software are powerful at predicting the docking scenario and are used by many researchers, with many online teaching resources accessible. To improve the speed of computer modeling, Prof. Floyd emphasized the preprocessing of protein structures. Namely, the antigen structure. He suggested us delete the floating molecules outside the binding sites and keep those inside, since we only care about the binding scenario. He also pointed that virtual screening could help if we want to do more mutations to the binding sites. Concerning the fusion protein-antibody complex models, since they are the optimal prediction given by Robetta and Alphafold2, we assume these models do not need preprocessing anymore. For docking, he suggested us try rigid docking first, and then flexible docking if we want to get closer to reality.","breadcrumbs":"Human Practices » Interview with Prof Floyd","id":"107","title":"Interview with Prof Floyd"},"108":{"body":"In order to have better educational effect and promote our project , we organized the Journal Club activity in the Duke Kunshan community. The first Journal Club was held on April 30th, 2022. At the very beginning of the meeting, Yuyang, the leader of last year's iGEM team, gave a speech for us and introduced in detail what systems biology is and the basic methods of studying systems biology. This journal club event mainly focused on COVID-19 and then developed into three sub-topics including the antigen test for SARS-CoV-2 introduced by Kathy, human ACE2 receptor & TM air freshening spray presented by Irene, and COVID-19 Vaccines explained by Bruce. Apart from the iGEM team, around 10 freshman students with various backgrounds participated in the sharing and raised many inspiring questions.","breadcrumbs":"Human Practices » Journal Club","id":"108","title":"Journal Club"},"109":{"body":"","breadcrumbs":"Human Practices » Interview with Dr. Neel Joshi","id":"109","title":"Interview with Dr. Neel Joshi"},"11":{"body":"Lingfeng Huang","breadcrumbs":"Team » Team » Principal Investigator","id":"11","title":"Principal Investigator"},"110":{"body":"Dr. Neel Joshi is an expert in bioengineering with tracks in human disease and new therapies. In his 2019 and 2021 literature, he and his team described genetically engineering E. coli Nissle 1917 to treat some gastrointestinal diseases like bowel inflammation, which provide essential references for our project. To further understand the logics and advantages of this bioengineered model, we invited Dr. Joshi for an interview. Dr. Joshi interview photo 1","breadcrumbs":"Human Practices » Introduction","id":"110","title":"Introduction"},"111":{"body":"Q: What stimulated you and your team to develop the surface-displaced single domain antibodies? What practical problems do you think this model can solve? A: Although the nanobodies have great potentials in treating gastrointestinal diseases, it is somewhat hard to deliver those nanobodies directly to the digestive track. Therefore, the probiotics can serve as a scaffold to make the delivery of nanobodies easy. Q: But why did you choose to display the nanobodies on the surface? Why not directly make the bacteria synthesize nanobodies and release them? A: The surface display resolution has the property of multi-valency. By displaying the nanobodies on the surface, we would have the potential to space the binding domains together to bind to a pathogen surface. It could increase binding affinity and decrease the dissociation constant. It can also diffusion into different directions and increase the local concentration. Q: What about the method of drug delivery? That is to say, how do you decide to send the engineered probiotics to human gastrointestinal track? And could you explain why you use that delivery method? A: We only proposed an approach of micro biological therapy. But to deliver the bacteria, I think it can be freeze-dried to produce a freeze-dried product. Because a large portion of the geographical locations that suffered from these gut problems are the poor areas, and those areas do not have the condition to store the bacteria that require a very low temperature. The freeze-dried products do not require that strict storage conditions, so they are more available in those areas. Q: Why pBbB8k plasmid backbone with kanamycin selection marker? (what's the difference between pUC19, which is our choice, and pBbB8K?) A: pBbB8k is a rather arbitrary choice, we simply chose it because it was used due to antibiotics incompatibility in the previous experiment. When doing in vivo studies, we engineered plasmids from the original E. coli Nissle genome, the pMUT plasmids. These plasmids are more stable than the pBbB8K. For pUC19, I don’t see problems with the expression of pUC19 plasmid. However, you do need to consider if your antibiotic resistant marker in the plasmid is compatible with the shigella testing. If shigella is killed due to the antibiotic selecting E. coli, it can be a problem. Q: What are the setbacks of the Probiotic-associated therapeutic curli hybrids (PATCH) system? A: The first is safety concerns of curli fibers. It has been known that curli fibers induce various types of diseases, including neurological diseases, etc. The other is inherit disadvantages for E. coli to produce curli fibers in vivo. However, we have been able to shown effective production of curli fiber in vivo by measuring the amount of curli fibers coming from the fecal samples. Q: What if the E. coli went out of control and grow infinitely in the gut, disrupting the original gastrointestinal microorganism environment? A: This is a very popular question when it comes to distributing microbes to gut. Actually, we could use some of the auxotrophic strains to limit the growth of the bacteria. And I think there are many “switches” that can turn on the suicide program of those bacteria. But in this case, I think E. coli Nissle 1917 is a very safe bacteria, it has already been identified as a harmless bacterium, so there should be less safety issues of this strain.","breadcrumbs":"Human Practices » Interview Content","id":"111","title":"Interview Content"},"112":{"body":"Q: Is it possible to apply magnetic triggers to shigella infection and cooperate this into the PATCH system? A: Magnetic triggers are mostly applied in cancer treatment. This is because in cancer, you know the spot of the disease. In bacterial infection it’s hard to locate. Q: In Barta et al., the authors described the different indexes of the nanobodies, including binding domains and neutralization effects. What is your rationale when choosing the nanobodies? A: It really depends on how you generate the nanobodies. When different parts of the pathogen are used in Alpaca immunizations, the nanobodies will vary. When displaying the nanobodies, some work and others don’t. We assume this is because of folding problems, but we did not figure out the exact reason. Q: What do you think about sequence optimization in silica? Do you have experience working with this? Do you have any suggestions? A: I would suggest generating different mutations in the sequence and do some docking analysis. Then generate the mutations and do wet labs. Q: Our project aims to tackle the antibiotic resistance problem worldwide. Would the PATCH system generate drug resistance issues? A: This is possible. For example, a mutation in the binding domain of the antigen might cause binding problems. However, I would say the selective pressure by the nanobody is smaller compared to that of the antibiotic. This is because antibiotic kills the pathogen, while PATCH only binds to the pathogen, keeping it from invasive activities. Q: We are worried that the proteins in the GI tract environment would coat the surface of the probiotic, which would cause dysfunction of the nanobodies. How did your team encounter this problem? A: The animal model was effective, which was sufficient to show that the GI tract environment did not inhibit the binding activity. The curli production is continuous in vivo, which provides adequate chance for the binding to occur. However, the proteases in the GI tract is something to consider.","breadcrumbs":"Human Practices » Q&A Section","id":"112","title":"Q&A Section"},"113":{"body":"Dr. Joshi provided lots of perspectives from a brand-new aspect, which were extra inspirable for the whole team. First, Dr. Joshi elaborated on the practical problems that this model could potentially resolve. That the probiotic expression system could make the delivery of nanobodies easier expanded our understanding of the model as the delivery problem does not only exist in the step of bacteria delivery, it starts from the delivery of the essential nanobodies. Next, the freeze-dry delivery approach gives a less stricter storage condition of this drug, making it more available in poor areas, which corresponds with our assumed delivery method. As for the safety problem that the public is most interested in, Dr. Joshi proposed to use some molecular switches to eliminate those bacteria in addition to using safe strains like Nissle, giving important clue and indication for our project design. In the Q&A section, questions regarding drug localization, drug resistance, choice of nanobodies were mentioned by team members. Dr. Joshi gave many valuable advices depending on the questions. Overall, the interview was successful, and we were able to arm ourselves with adequate knowledge for the wet lab.","breadcrumbs":"Human Practices » Summary and Reflection","id":"113","title":"Summary and Reflection"},"114":{"body":"Club expo figure 1 We participated in 2022 online DKU club expo, introducing IGEM club to international students. Our club is meant to share knowledge and techniques of biosynthesis and to seek for potential team members of DKU IGEM team next year. The relevant club activities are conducted in the form of student presentation and speeches given by guest speakers. The IGEM team composition has also been introduced to DKU students from class of 2026. We divided IGEM teamwork into 4 parts, biological experiments, modelling, wiki design and human practice. For the offline club expo, we also made a small presentation to spread common knowledge about probiotics and provided our advice for consuming commercial probiotic products. Our central idea is that the aim of commercial probiotic products should be limited to minor gut discomforts or hoping to improve general health, and long-term consumption is not suggested by doctors we consulted. Also, we introduced some potential harms of consuming probiotics, trying to give them a full image of the commonly advertised probiotic products. We brought some experimental equipment, such as microcentrifuge tubes and plates, to introduce some basic experimental skills. Students who attended the club expo got basic knowledge of how to streak in an agar plate and how to use micropipette and centrifuge machines. Besides providing basic knowledge and doing the offline presentation, we prepared some interesting questions related to Biology and gut microbiomes for college students from all majors. They were designed to enlarge their knowledge about gut microbiomes and make biology interesting. The questions include \"how H. pylori were proved to be able to cause ulcers,\" \"pick out the probiotics from several names of microorganisms,\" \"estimate the number of microorganisms in their stomach,\" and so on. Club expo figure 2","breadcrumbs":"Human Practices » Club Expo","id":"114","title":"Club Expo"},"115":{"body":"","breadcrumbs":"Human Practices » GI tract & Probiotics Brochure","id":"115","title":"GI tract & Probiotics Brochure"},"116":{"body":"The human GI (Gastrointestinal) tract consists of stomach (pH = 2), small intestine (pH = 4-5), and large intestine (pH = 7), which comprises 200 m^2 of surface area in total ( Figure 1 ). It is responsible for the digestion of food and absorption of nutrients. Figure_1 Figure 1 | The GI tract. [1]","breadcrumbs":"Human Practices » GI Tract","id":"116","title":"GI Tract"},"117":{"body":"A normal functioning human body contains the visible human organs, such as the heart, lung, brain etc. containing 10^-14 cells (~23000 genes), and the invisible microbiome, which is a group of up to 10^-14 million microbes (~9 million genes) that live in your body. These bacteria help with digestion, destroys harmful bacteria, and helps control your immune system. The interaction between the host (human) and its microbiota is complex; thus, knowing the human microbiome helps with the development of biomarkers for predicting predisposition to diseases, designing targeted therapies, personalized drug therapies and probiotics. Figure_2 Figure 2 | Oversight of major microbial populations in the body sites sampled by human microbiome projects. [2] The GI microbiota contains 10^13 to 10^14 microbial cells. Microbes in gut affect early development, health, and predisposition to disease. The microbial colonization of gut begins at birth. As is shown in Figure 2 , from sampling data of the human microbiome project, in the GI tract, the species Bacteroidetes and Firmicutes have the highest abundance, followed by Proteobacteria , Tenericutes , and others. The microbial population in different areas of the GI tract are influenced by diet and the physical conditions in the area. In the stomach and small intestine, the low pH level prevents the growth and colonization of many microbials; however, Firmicutes , Bacteroidetes , and Actinobacteria are commonly found in the gastric fluid, while Firmicutes and Proteobacteria are common in the mucus layer of the stomach. Some pathogens, such as Helicobacter pylori , are also discovered in the gastric mucosa. Figure_3 Figure 3 | Different microenvironments in the large intestine. [2] The microbiome in the large intestine generally serves as an in vivo fermentation vessel, with the microbiota using nutrients derived from the digestion of food ( Figure 3 ). The essential biochemical and metabolic contributions of intestinal microorganisms contain different types of vitamins (e.g., thiamine, riboflavin, pyridoxine, B12, K, etc.), amino acids (e.g., asparagine, glutamate, methionine, etc.), gases (e.g., CO2, CH4, H2), odor, organic acids, glycosidase reactions, and steroid metabolism. As a result, the pathological changes in the GI tract microbiome may lead to deficiencies in important metabolic reactions (e.g., lack of vitamin B12 may lead to pernicious anemia – the red blood cells cannot function well).","breadcrumbs":"Human Practices » GI Microbiome","id":"117","title":"GI Microbiome"},"118":{"body":"Currently, physicians usually recommend using antibiotics when treating GI tract bacterial infections. However, since antibiotics usually also kill the beneficial microbiota, it increases the risk of developing IBD (inflammatory bowel disease) after treatment. IBD is characterized of chronic inflammation of the GI tract, which may result in irreversible damage. In addition, some antibiotics can cause ADR (adverse drug reaction) and allergies. Therefore, the development of alternative treatment methods, such as the use of probiotics, have attracted much attention. Unlike antibiotics, probiotics do not kill all the bacteria in an unbolted way. They help inhibit the growth of pathogens and preserve the healthy microbiota via competitive exclusion, anti-adherence, etc. Recently, engineered probiotics have also become a hot topic for new drug development.","breadcrumbs":"Human Practices » GI Microbiome, Antibiotics, and Probiotics","id":"118","title":"GI Microbiome, Antibiotics, and Probiotics"},"119":{"body":"Brock, T. D., Madigan, M. T., Martinko, J. M., & Parker, J. (2003). Brock biology of microorganisms. Upper Saddle River (NJ): Prentice-Hall, 2003. Peate, I. (2018). Anatomy and physiology, 9. The gastrointestinal system. British Journal of Healthcare Assistants, 12(3), 110–114. https://doi.org/10.12968/bjha.2018.12.3.110","breadcrumbs":"Human Practices » Reference","id":"119","title":"Reference"},"12":{"body":"","breadcrumbs":"Team » Team » The whole team","id":"12","title":"The whole team"},"120":{"body":"photo Although iGEM competition has a solid audience base in universities , students in high schools have little knowledge of iGEM competition or give up because of their limitation of conducting wetlabs. There is an increasing trend of taking probiotic products. However, there is lack of common sense of probiotics. photo To narrow the gap between public and science, we contacted with Dipont Huayao Collegiate School Kunshan, a local high school. We introduced iGEM competition and popularize the knowledge of GI tract and probiotics by giving a presentation. In the introduction of iGEM , we introduced biology team, modelling team, wiki team and human practice team, including their responsibility and collaborations between different subgroups. photo In GI tract , we introduced the process of digesting. Functions of each human organ and different intestinal floras were explained in detail. Along with knowledge, we provided two fun facts——“Mom passes gut microbiota to baby” and “Having stomachache and diarrhea before exams”. Besides GI tract, we also mentioned the harm that using antibiotics can do to gastrointestinal tract. photo In probiotics , we popularized basic knowledge of probiotics, pointed out issues that taking probiotics improperly will lead to and give our advice. After the speech, 330 high school students and teachers had a better understanding of choosing probiotic products. Students and teachers interested in participating in iGEM competition consulted with us about the future iGEM cooperations. photo","breadcrumbs":"Awards » Education","id":"120","title":"Education"},"121":{"body":"photo Although iGEM competition has a solid audience base in universities , students in high schools have little knowledge of iGEM competition or give up because of their limitation of conducting wetlabs. There is an increasing trend of taking probiotic products. However, there is lack of common sense of probiotics. photo To narrow the gap between public and science, we contacted with Dipont Huayao Collegiate School Kunshan, a local high school. We introduced iGEM competition and popularize the knowledge of GI tract and probiotics by giving a presentation. In the introduction of iGEM , we introduced biology team, modelling team, wiki team and human practice team, including their responsibility and collaborations between different subgroups. photo In GI tract , we introduced the process of digesting. Functions of each human organ and different intestinal floras were explained in detail. Along with knowledge, we provided two fun facts——“Mom passes gut microbiota to baby” and “Having stomachache and diarrhea before exams”. Besides GI tract, we also mentioned the harm that using antibiotics can do to gastrointestinal tract. photo In probiotics , we popularized basic knowledge of probiotics, pointed out issues that taking probiotics improperly will lead to and give our advice. After the speech, 330 high school students and teachers had a better understanding of choosing probiotic products. Students and teachers interested in participating in iGEM competition consulted with us about the future iGEM cooperations. photo","breadcrumbs":"Awards » Education » Education","id":"121","title":"Education"},"122":{"body":"","breadcrumbs":"Awards » Entrepreneurship","id":"122","title":"Awards"},"123":{"body":"","breadcrumbs":"Awards » Hardware","id":"123","title":"Awards"},"124":{"body":"","breadcrumbs":"Awards » Inclusivity","id":"124","title":"Awards"},"125":{"body":"","breadcrumbs":"Awards » Measurement","id":"125","title":"Awards"},"126":{"body":"Models are powerful tools in terms of imagining reasonable future scenarios. Also, assumptions and results from the model push us to reflect on the present situation and make adjustments to our existing plans and experiments, which might also develop our final goal into a more realistic version. There are 2 modeling sections in our project: Visualization This section mainly shows the structure of proteins and their docking results, and also tries to provide guides for future experiment design. Description and Prediction of durg efficacy This section mainly describes the efficiency of protein expression, and tries to predict the scenario after a patient takes the drug.","breadcrumbs":"Awards » Model » Model","id":"126","title":"Model"},"127":{"body":"","breadcrumbs":"Awards » Model » Visualization","id":"127","title":"Visualization"},"128":{"body":"We used online softwares to help us visualize the 3D protein structures and modeled their docking scenarios, and then we evaluated their stability by using some common parameters. This section aims to visually display the protein structure synthesized in this project and provide ideas or directions for future experiments or experimental teams","breadcrumbs":"Awards » Model » Overview:","id":"128","title":"Overview:"},"129":{"body":"Our team designed DNA sequences for fusion protein-nanobody complex ourselves and these newly designed protein's 3D structures are unknown. A protein's 3D structure determines its functionality, which, in our case, would be the nanobody's docking on the membrane and its binding to the antigen. Protein structure prediction Based on the amino acid sequence of the protein, various algorithms can predict the protein's 3D structure. These algorithms use machine learning to learn from databases of known amino acid sequences and structures. It would intuitively indicate whether the designs are feasible by checking their structures. Prediction service We use Robetta and AlphaFold to predict the structure of the proteins we designed. Robetta [1] is an online public service to predict protein structure. It is based on the algorithms of Rosetta from the Rosetta Commons. Robetta is a protein structure prediction server developed by the Baker lab at the University of Washington. At it's core is the Rosetta macromolecular modeling suite developed by the Rosetta Commons, a multi-institutional collaborative research and software development group. Robetta's primary service is to predict the 3-dimensional structure of a protein given the amino acid sequence. AlphaFold [2] is a prediction software that can structure the 3D model of a protein based on its amino acid sequence, using a combination of bioinformatics and physical approaches. We run models on AlphaFold (Phenix version) [3] Colab notebook and it will automatically give the highest-scoring model. This Colab notebook is derived from ColabFold [4] and the DeepMind AlphaFold2 Colab [5] Robetta [1] and AlphaFold Colab notebook [3] both accept single-letter code amino acid sequences and generate Protein Database (PDB) files, which contains information about the protein's structure. Robetta produces 5 models of different configuration with same score for each sequence. Alphafold automatically produces the model with highest score. We view these pdb files in PyMOL [6] , a powerful tool for 3D structure visualization. Protein structure evaluation Assessment of these resultant structures from Robetta and Alphafold2 is needed for deciding which structure is more credible and can be used in future anlysis. There are several parameters to consider: ramachandran plot, overall G-factors, atomic Z-score RMS, percentage of the amino acids having scored >= 0.2 in the 3D/1D profile, overall quality factor, and Z-score. We use online server SAVES v6.0 [7] and ProSA [8] for the validation. Parameters Ramachandran plot: Ramachandran plot shows the theoretical conformation of amino acid residues and is mainly used to evaluate the model quality after homologous modeling. It considers whether the conformation of amino acids is reasonable. Based on an analysis of 118 structures of resolution of at least 2.0 Angstroms and R-factor no greater than 20%, a good quality model would be expected to have over 90% in the most favoured regions. [7] Atomic Z-score RMS: Z-score root mean square deviation (Z-score RMS) measures the \"average magnitude of the volume irregularities in the structure.\" [9] Z-score RMS for a good model should be around 1.0. Percentage of the amino acids having scored >= 0.2 in the 3D/1D profile: Indicate whether the atomic model is compatible with its amino acid sequence. It should be higher than 80% for a good model. [7] Overall quality factor: An overall score for the model provided by SAVES server [7] , ranging from 0 to 100. It should be higher than 80 for a good model. Z-score: Indicate whether the z-score of the input structure is within the range of scores typically found for native proteins of similar size [8] . All the structures shown later are the highest scoring structures. Protein structure alignment After the evaluation of models we got from Robetta [1] and AlphaFold Colab notebook [3] , we can compare the antibody structure in the model with its original structure by using PyMOL [6] alignment. If RMSD (root mean square deviation) value is very low, we regard two structures similar, which means the nanobody in our fusion-nanobody complex will theoretically function well.","breadcrumbs":"Awards » Model » Part 1: General pattern","id":"129","title":"Part 1: General pattern"},"13":{"body":"Biology team: Yixuan Wu organized wet lab and human practice as the biology team leader. Yixuan Wu, Yuxin Wang, and Chang Shen developed the project design. Wet lab experiments are performed by Yixuan Wu, Yunyi Ru, Chang Shen, Jingyun Jin, Yuxin Wang, Lingrui Lai, Qizhou Jiang, Zhujun Yao, Yixuan Liu, Sihan Wang. Dry lab is designed by Zhenyu Xu and Yixuan Wu, performed by Zhenyu Xu, Sichang He, Yuxiang He and Jasmine Santos. Wiki is built by Sichang He, Yuxiang He and Zhenyu Xu. Promotion Video is shot and edited by Zhenyu Xu, narrated by Yixuan Wu. Fund is managed by Renwei Gao. Wet lab expenses and supplies are supported by Duke Kunshan University Dii program and Wang-Cai Biochemistry Lab with the generosity of Dr. Linfeng Huang. The whole team participated in human practices, with the additional support of Dr. Floyd Beckford at Duke Kunshan University and Dr. Neel Joshi from Northwestern University.","breadcrumbs":"Team » Attributions » Attributions","id":"13","title":"Attributions"},"130":{"body":"We have successfully expressed the fusion protein-nanobody complex, which is Yeast-20ipaD. Here is the highest-scoring structure of Yeast-20ipaD ( Figure 1 ). Figure 1 | 3D structure of Yeast-20ipaD complex Ramachandran plot of the above structure showed that 85.1% of residues are in the most favorite regions, and 11.9% are in the allowed regions; 1.9% of the residues are in the generously allowed regions and 1.1% in the disallowed regions. The Atomic-Z-score RMS is tested to be 1.536, which is a little bit out of range. A very good model would have a value close to 1. The percentage of the amino acids have scored >= 0.2 in the 3D/1D profile is 92.39%. The overall quality factor is 82.89, which is acceptable. ProSA calculated Z-score is -8.7, which falls in the range of scores typically found for experimentally determined (X-ray, NMR) structure for native proteins of similar size in PDB database. The calculated average energy over 40 residues is always under 0. Overall, the above structure can be regarded as a good model of Yeast-20ipaD. Figure 2 | Alignment of 20ipaD between itself in complex and it's original structure. The alignment between 20ipaD in the complex and 20ipaD's original structure shows that our complex can have good effect theoretically ( Figure 2 ). The RMSD value is tested to be 0.807, which means the complex have little influence on the structure of 20ipaD.","breadcrumbs":"Awards » Model » Part 2: Yeast-20ipaD visualization","id":"130","title":"Part 2: Yeast-20ipaD visualization"},"131":{"body":"Interaction imformation (binding sites) of 20ipaD and ipaD is found in the paper: Single-Domain Antibodies Pinpoint Potential Targets within Shigella Invasion Plasmid Antigen D of the Needle Tip Complex for Inhibition of Type III Secretion [10] . Since the alignment shows that the 20ipaD in complex is almost the same with it's original structure, we can default the binding sites unchanged. Below is the binding sites between 20ipaD and ipaD ( Figure 3 ). Figure 3 | Binding sites between 20ipaD and Ipad We provided the interaction information for online server HADDOCK [11] to simulate the docking between the complex and ipaD. Below is the docking structure ( Figure 4 ). Figure 4 | Docking between 20ipaD (in complex) and IpaD Ramachandran plot of the above structure showed that 85.0% of residues are in the most favorite regions, and 12.7% are in the allowed regions; 1.2% of the residues are in the generously allowed regions and 1.0% in the disallowed regions. The Atomic-Z-score RMS is tested to be 1.441, which is relatively close to 1. The percentage of the amino acids have scored >= 0.2 in the 3D/1D profile is 87.61%. The overall quality factor is 85.53, which is acceptable. ProSA calculated Z-score is -7.16, which falls in the range of scores typically found for experimentally determined (X-ray, NMR) structure for native proteins of similar size in PDB database. The calculated average energy over 40 residues is always under 0. Overall, the above structure indicates that 20ipaD can bind with IpaD well theoretically. Below is the alignment between our docking result and the original docking between 20ipaD and IpaD. RMSD is 0.36, which is very small and acceptable. Figure 5 | Alignment between Yeast-20ipaD-IpaD and 20ipaD-IpaD. All the above shows that our Yeast-20ipaD complex could theoretically work well when binding with IpaD.","breadcrumbs":"Awards » Model » Part 3: Docking modeling","id":"131","title":"Part 3: Docking modeling"},"132":{"body":"In this section, we would like to show other possible combinations of fusion protein-nanobody complex that might theoretically function well. To do this, we modeled their 3D structures and their docking scenarios, and analyzed them. This could be helpful for future experiment and future teams. Robetta https://robetta.bakerlab.org AlphaFold https://www.nature.com/articles/s41586-021-03819-2 AlphaFold(Phenix Version) <https://colab.research.google.com/github/phenix-project/Colabs/blob/main/alphaf old2/AlphaFold2.ipynb> ColabFold <https://colab.research.google.com/github/sokrypton/ColabFold/blob/main/AlphaFol d2.ipynb> AlphaFold2 <https://colab.research.google.com/github/deepmind/alphafold/blob/main/notebooks /AlphaFold.ipynb> PyMOL https://pymol.org/2/ SAVES https://saves.mbi.ucla.edu/ Prosa https://prosa.services.came.sbg.ac.at/prosa.php Deviations from standard atomic volumes as a quality measure for protein crystal structures <https://pubmed.ncbi.nlm.nih.gov/8950272/#:~:text=Deviations%20of%20the%20atomic %20volumes%20from%20the%20standard,magnitude%20of%20the%20volume%20irregularitie s%20in%20the%20structure.> HADDOCK online server https://wenmr.science.uu.nl/haddock2.4/ Single-Domain Antibodies Pinpoint Potential Targets within Shigella Invasion Plasmid Antigen D of the Needle Tip Complex for Inhibition of Type III Secretion. DOI: 10.1074/jbc.M117.802231 https://pubmed.ncbi.nlm.nih.gov/28842484/","breadcrumbs":"Awards » Model » Part 4: Other combinations of probiotic-nanobody complex","id":"132","title":"Part 4: Other combinations of probiotic-nanobody complex"},"133":{"body":"","breadcrumbs":"Awards » Model » Description and Prediction of drug efficacy","id":"133","title":"Description and Prediction of drug efficacy"},"134":{"body":"Wet lab results showed that we have successfully expressed 20ipaD on the surface of Yeast. Our goal is to describe efficiency of expression and predict the scenario after the drug is released in the patient's jejunal.","breadcrumbs":"Awards » Model » Overview:","id":"134","title":"Overview:"},"135":{"body":"To describe how efficient is Yeast concerning the expression of 20ipaD, we manually calculated the efficiency by counting the number of Yeast cells that expressed 20ipaD and the total number of Yeast cells ( Figure 1 ). Figure 1 | Fluorescent cells for Yeast cells that obviously expressed 20ipaD. Dark cells for no or very little expression","breadcrumbs":"Awards » Model » Part 1: Protein expression efficiency","id":"135","title":"Part 1: Protein expression efficiency"},"136":{"body":"","breadcrumbs":"Awards » Model » Part 2: Prediction of post-medication scenario","id":"136","title":"Part 2: Prediction of post-medication scenario"},"137":{"body":"","breadcrumbs":"Awards » Plant","id":"137","title":"Awards"},"138":{"body":"","breadcrumbs":"Awards » Software","id":"138","title":"Awards"},"139":{"body":"","breadcrumbs":"Awards » Sustainable » Sustainable Development Goals (SDGs)","id":"139","title":"Sustainable Development Goals (SDGs)"},"14":{"body":"","breadcrumbs":"Team » Attributions » Modeling team","id":"14","title":"Modeling team"},"140":{"body":"Scientific research has always had far-reaching significance in our study and daily routine, and even in the development of the whole society. Scientific research can comprehend us a better understanding of the nature and properties of matter. Analyzing the research objects elaboratively can accelerate the development of human knowledge accumulation. Our project follows a shared blueprint for peace and prosperity for people and the planet whose heart is the 17 sustainable development goals (UN, 2022). We respond to the urgent call for action by all countries that end poverty and other deprivations, improve health and education, reduce inequality, and spur economic growth (UN, 2022). This year, our team aims to provide a biological method for battling antibiotic-resistant pathogens by displaying nanobodies on the surface of the probiotics . Our method can not only reduce antibiotic resistance but minimize side effects including the degradation of GI tract microbiome diversity while having stronger pathogen inhibition compared to traditional probiotic treatment (Langdon et al., 2016). Project “GutGuard” is mainly based on Goals 3, 9, 17","breadcrumbs":"Awards » Sustainable » Introduction","id":"140","title":"Introduction"},"141":{"body":"Ensure healthy lives and promoting well-being for all persons with disabilities We prospect our team’s project can make our local community and even the world conscious of the prominence of life and health, especially the gut problem. The gut problem may cause a person to struggle to absorb nutrients and regulate blood sugar. Additionally, weight loss or gain may be caused by bacteria overgrowth or lack of nutrients. The current therapeutics is antibiotics and the potential problem with the usage of antibiotics is that taking antibiotics too often or for the wrong reasons can change bacteria so much that antibiotics do not work against them (Cronan, 2019). Moreover, long-term use of antibiotics in late adulthood may be a risk factor for all-cause and cardiovascular mortality (Heianza, 2020). As the current therapies of antibiotics promote Shigella to develop antibiotic resistance, we are inspired by this problem and focus on shigella’s drug. Reducing antibiotic resistance and minimizing the side effects including the degradation of GI tract microbiome diversity can be achieved compared to the traditional probiotic treatment (Langdon et al., 2016). We mainly worked toward contributing to target 3.5 (Strength the prevention and treatment of substance abuse, including narcotic drug abuse and harmful use of alcohol) (UN, 2022).","breadcrumbs":"Awards » Sustainable » Goal 3| Good health and well-being","id":"141","title":"Goal 3| Good health and well-being"},"142":{"body":"Build resilient infrastructure, promote inclusive and sustainable industrialization and foster innovation We are capable to lead a new approach and ideologically telling certain product developers to dare to innovate and not to stick to antibiotics to create drugs. To contribute to the goal, we aimed at target 9.5 (Enhance scientific research, upgrade the technological capabilities of industrial sectors in all countries, in particular developing countries, including, by 2030, encouraging innovation and substantially increasing the number of research and development workers per 1 million people and public and private research and development spending) (UN, 2022). We proposed a novel scientific solution to an existing global problem. We mainly focused on a novel method for battling antibiotic-resistant pathogens by displaying nanobodies on the surface of the probiotics . While meeting the goal, our laboratory team did various ways (using three different cells for trial: E. coli, Yeast and Lactococcus lactis) to achieve and increase the possibility of success. Additionally, our team collaborates with other iGEM teams from developing countries to contribute to scientific advancement there.","breadcrumbs":"Awards » Sustainable » Goal 9| Industry, Innovation and Infrastructure","id":"142","title":"Goal 9| Industry, Innovation and Infrastructure"},"143":{"body":"Strengthen the means of implementation and revitalize the global partnership for sustainable development We, as a team, share and hold the view of win-win cooperation. We know that iGEM is not just a competition, but a platform for mutual communication and cooperation. We welcome various teams coming from different backgrounds and help to create solutions to the question. Our team strictly followed target 17.16 (Enhance the global partnership for sustainable development, complemented by multi-stakeholder partnerships that mobilize and share knowledge, expertise, technology, and financial resources, to support the achievement of the sustainable development goals in all countries, in particular developing countries.) (UN, 2022). Our team played an active part in collaborating with other iGEM teams (LZU and XJLTU) to gain insights into local society and comprehend more knowledge. This kind of collaboration enriched us and ensured the sharing of knowledge and raising of awareness on both sides.","breadcrumbs":"Awards » Sustainable » Goal 17| Partnerships for the goals","id":"143","title":"Goal 17| Partnerships for the goals"},"144":{"body":"To sum up, we address and fulfill sustainable development goals 3, 9, and 17 . While meeting the goal of displaying nanobodies on the surface of the probiotics to battle antibiotic-resistant pathogens, we can also contribute to improved healthcare globally in the sustainable development aspect. It can not only reduce antibiotic resistance but minimize side effects including the degradation of GI tract microbiome diversity. The inhibition of the pathogen will be stronger compared to traditional probiotic treatment. Our methods are easy to use and can be improved for further applications.","breadcrumbs":"Awards » Sustainable » Conclusion","id":"144","title":"Conclusion"},"145":{"body":"United Nations. (2022). The 17 goals | sustainable development. United Nations. https://sdgs.un.org/goals United Nations. (2022). #ENVISION2030: 17 goals to transform the world for persons with disabilities enable. United Nations. https://www.un.org/development/desa/disabilities/envision2030.html Langdon, A., Crook, N., & Dantas, G. (2016, April 13). The effects of antibiotics on the microbiome throughout development and alternative approaches for therapeutic modulation. Genome medicine. https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4831151/ Cronan, K. M. (Ed.). (2019, July). The danger of antibiotic overuse (for parents) - nemours kidshealth. KidsHealth. Retrieved September 28, 2022, from https://kidshealth.org/en/parents/antibiotic-overuse.html Heianza, Y., Ma, W., Li, X., Cao, Y., Chan, A. T., Rimm, E. B., Hu, F. B., Rexrode, K. M., Manson, J. A. E., & Qi, L. (2020). Duration and life-stage of antibiotic use and risks of all-cause and cause-specific mortality. Circulation Research, 126(3), 364–373. https://doi.org/10.1161/circresaha.119.315279","breadcrumbs":"Awards » Sustainable » References","id":"145","title":"References"},"146":{"body":"Attribution 4.0 International (CC BY 4.0) https://creativecommons.org/licenses/by/4.0/ ======================================================================= Creative Commons Corporation (\"Creative Commons\") is not a law firm and does not provide legal services or legal advice. Distribution of Creative Commons public licenses does not create a lawyer-client or other relationship. Creative Commons makes its licenses and related information available on an \"as-is\" basis. Creative Commons gives no warranties regarding its licenses, any material licensed under their terms and conditions, or any related information. Creative Commons disclaims all liability for damages resulting from their use to the fullest extent possible. 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Except for the limited purpose of indicating that material is shared under a Creative Commons public license or as otherwise permitted by the Creative Commons policies published at creativecommons.org/policies, Creative Commons does not authorize the use of the trademark \"Creative Commons\" or any other trademark or logo of Creative Commons without its prior written consent including, without limitation, in connection with any unauthorized modifications to any of its public licenses or any other arrangements, understandings, or agreements concerning use of licensed material. For the avoidance of doubt, this paragraph does not form part of the public licenses. Creative Commons may be contacted at creativecommons.org.","breadcrumbs":"LICENSE","id":"146","title":"LICENSE"},"15":{"body":"Organized protein structure and docking modeling. Helped conduct human practice. Shot and edited the promotion video. Wiki writing.","breadcrumbs":"Team » Attributions » Zhenyu Xu","id":"15","title":"Zhenyu Xu"},"16":{"body":"Main Wiki developer and technical support. Built the Wiki infrastructure. Set up and maintains the GitLab repository for team communication and Wiki editing. Introduced Git and GitLab to the team and helped the team adopt to the workflow on GitLab. Helped with protein modeling using RoseTTAFold, Robetta, and PyMOL.","breadcrumbs":"Team » Attributions » Sichang He (Steven)","id":"16","title":"Sichang He (Steven)"},"17":{"body":"Conceptualized cell surface display technology project during preliminary brainstorming and provided proof of concept through review of related literature. Wrote the project abstract and refined general methodology framework. Built protein models for candidate microbes via Alphafold and Haddock and evaluated fidelity of each model via quantiative metrics. Modelled growth of chosen microbe model computationally.","breadcrumbs":"Team » Attributions » Jasmine Santos","id":"17","title":"Jasmine Santos"},"18":{"body":"Built a 3D model for the drug delivery system.","breadcrumbs":"Team » Attributions » Yuxiang He","id":"18","title":"Yuxiang He"},"19":{"body":"","breadcrumbs":"Team » Attributions » Biology team","id":"19","title":"Biology team"},"2":{"body":"Yixuan Wu (Lisa) Yixuan Liu Sihan Wang Zhujun Yao Lingrui Lai Yuxin Wang Jingyun Jin Chang Shen Yunyi Ru Renwei Gao Qizhou Jiang","breadcrumbs":"Team » Biology","id":"2","title":"Biology"},"20":{"body":"Biology Team leader. In charge of wet lab organization and human practice organizations. Designed the overall topic and approach of the problem to tackle with synthetic biology design. Designer of E.coli csgA surface display and lab experiments of the E. coli group.","breadcrumbs":"Team » Attributions » Yixuan Wu","id":"20","title":"Yixuan Wu"},"21":{"body":"Helped conduct human practices and wetlabs for the yeast group. Designed the safety and education wiki and organized local high school activities education.","breadcrumbs":"Team » Attributions » Qizhou Jiang","id":"21","title":"Qizhou Jiang"},"22":{"body":"Helped with background research, designed lab detection protocols for the lactococcus group, conducted wetlab experiments, helped with human practice organization including journal club organization and wiki writing.","breadcrumbs":"Team » Attributions » Sihan Wang","id":"22","title":"Sihan Wang"},"23":{"body":"Fund manager of the team, in charge of labware purchasing, helped with background research and survey distribution as a part of human practice.","breadcrumbs":"Team » Attributions » Renwei Gao","id":"23","title":"Renwei Gao"},"24":{"body":"In charge of background research, E. coli group lab design, wet labs & wiki writing. Hosted journal clubs and science lectures for human practice.","breadcrumbs":"Team » Attributions » Yunyi Ru","id":"24","title":"Yunyi Ru"},"25":{"body":"Co-established the project topic. In charge of lab design and wet lab for the yeast group. Also assisted in Wiki writing and expert interview.","breadcrumbs":"Team » Attributions » Yuxin Wang","id":"25","title":"Yuxin Wang"},"26":{"body":"Helped design survey as a part of human practice, helped with E. coli wet lab experiments.","breadcrumbs":"Team » Attributions » Jingyun Jin","id":"26","title":"Jingyun Jin"},"27":{"body":"Organized and chaired the iGEM2022 Journal Club Seminar ever since 2021. Actively participate in human practice part including designing and popularizing events in local collegiate school. Help conduct wet labs.","breadcrumbs":"Team » Attributions » Yixuan Liu","id":"27","title":"Yixuan Liu"},"28":{"body":"Proposed the project topic, participated in plasmid design and workflow design of E.coli group, participated in wet labs and background research. Helped conduct collaboration with XJLTU as a part of human practice.","breadcrumbs":"Team » Attributions » Chang Shen","id":"28","title":"Chang Shen"},"29":{"body":"Responsible for wet lab design and experiment for yeast group. Contribute to Human Practice with Conference of China iGEMer Community.","breadcrumbs":"Team » Attributions » Lingrui Lai","id":"29","title":"Lingrui Lai"},"3":{"body":"Sichang He (Steven) Jasmine Santos Yuxiang He Zhenyu Xu","breadcrumbs":"Team » Modeling","id":"3","title":"Modeling"},"30":{"body":"","breadcrumbs":"Team » Collaborations » Collaborations","id":"30","title":"Collaborations"},"31":{"body":"","breadcrumbs":"Team » Collaborations » Meeting with XJLTU","id":"31","title":"Meeting with XJLTU"},"32":{"body":"They plan to develop a biofilter core to replace current industry filter cores for heavy metal wastewater. Specifically, they plan to engineer E. coli to express csgA protein at high levels and immobilize the bacteria into a filter. In that way, the heavy metal ions in the wastewater can be captured by csgA protein that is expressed by E. coli located in the filter.","breadcrumbs":"Team » Collaborations » XJLTU's Project","id":"32","title":"XJLTU's Project"},"33":{"body":"They would like to know how we will interact with and educate the public. A: We have made questionnaires to evaluate their knowledge related to antibiotics, probiotics, and microorganisms. We are also planning to make some handouts and deliver a lecture about it in a high school. They were interested in the specific design of our plasmids. Specifically, it's about how and why we choose each part of the plasmid for surface display. A: We applied three microorganisms and the whole team was divided into three groups, each responsible for E. coli, Yeast cell and Lactococcus lactis. All groups applied a strategy which conjugates the targeted nanobody with a surface protein that is to be expressed, transported and located to the extracellular space. The surface protein and the targeted nanobody were connected with a linker sequence, and each nanobody is marked with at least one protein tag for their identification. We also provided links to igem parts so they can check it directly.","breadcrumbs":"Team » Collaborations » Questions & Advice From XJLTU:","id":"33","title":"Questions & Advice From XJLTU:"},"34":{"body":"Will the biofilter be blocked due to E. coli proliferation? A: The microorganisms are immobilized in filters, and the filtration condition may not allow E. coli to grow at such a speed. The csgA protein's ability to absorb heavy metal ions under different conditions (like pH) can be tested through experiments. For example, we can put csg protein into a certain amount of wastewater, then adjust the pH and check the remaining concentration of metal ions in time, so we can acquire a proper pH for the protein to capture heavy metal ions.","breadcrumbs":"Team » Collaborations » Questions & Advice From DKU:","id":"34","title":"Questions & Advice From DKU:"},"35":{"body":"Model for bacteria growth The XJLTU team developed a model for predicting bacteria growth, and it may also be applied to our situation by adjusting some of the parameters. Quantified expression of csg through controlling IPTG concentration The XJLTU team intended to control the expression of csg protein by adjusting the amount of IPTG inducer, which can also be a helpful approach for our team to check the relationship between the cell-cell adhesion affinity and the number of expressed nanobodies. However, as we also applied the TlpA promotor, it may influence the actual expression to a great extent and cause a big difference from the theoretical calculation. As a result, this approach remains to be a concern. Detection and measurement of displayed csg protein. The XJLTU team controlled the expression level by adjusting inducer concentration and estimated the expression by calculating theoretically. The condition of csg and heavy metal ions after the death of E. coli cells We consider that the heavy metal ions will remain captured, as protein itself has a great affinity to the heavy metal ions. But, it remains to be seen whether the released protein will leak out from the filter.","breadcrumbs":"Team » Collaborations » Discussion Topics:","id":"35","title":"Discussion Topics:"},"36":{"body":"","breadcrumbs":"Project » Communication","id":"36","title":"Communication"},"37":{"body":"We had science communications during different stages of our project. We designed these communications to have different manner, audience and scope, aiming at informing, educating, raising awareness of the topic of Gastrointestinal health, and increasing the sense of wonder about fighting against antibiotic resistance.","breadcrumbs":"Project » Overview","id":"37","title":"Overview"},"38":{"body":"Before the experiment, we designed and published a questionnaire about antibiotic treatment and dysentery on social network platform, and obtained more than 500 responses from people of different regions, age groups and education levels in China. We found that many people, although aware of dysentery, do not know how it is transmitted or the bacteria that causes it. This makes us realize the importance of science popularization. Meanwhile, people have different levels of concern about antibiotic resistance, which means it is necessary for us to focus on antibiotic therapy replacement.","breadcrumbs":"Project » Socially-Oriented Questionnaire","id":"38","title":"Socially-Oriented Questionnaire"},"39":{"body":"As an undergraduate team, we participated in the 2022's College Student Innovation and Entrepreneurship Training Program—a national training program for college students on innovation and entrepreneurship. In this way, we can better promote the topic of synthetic biology to the DKU community and attract more fresh blood to participate in innovation. We made posters and participated in project exhibitions, and were regularly inspected by the jury on campus. In addition, we have established a journal club, where different members of the team introduce cutting-edge knowledge about synthetic biology every two weeks, and we are happy to see many freshmen participating.","breadcrumbs":"Project » On-Campus Communication","id":"39","title":"On-Campus Communication"},"4":{"body":"Jiani Chen Yang Yu","breadcrumbs":"Team » Advisor","id":"4","title":"Advisor"},"40":{"body":"In order to carry out science communications on a larger scale, we participated the 9th CCiC Conference (Conference of China iGEMer Community), which is a national summit independently initiated by Chinese iGEM teams, aiming to provide a platform for iGEM teams to share resources and promote mutual learning and communication. We made poster and presented at the conference, answering questions from the audience and judges. After the conference, we collaborated with team LZU on science popularization about probiotics.","breadcrumbs":"Project » CCiC: iGEM community in China","id":"40","title":"CCiC: iGEM community in China"},"41":{"body":"In the later stage of the experiment, in order to better promote the knowledge of synthetic biology and gastrointestinal health in the local area, we contacted a local international high school and successfully delivered popular science lectures to more than 330 middle and high school students and teachers.We distributed science manuals to everyone in the audience and introduced the GI tract, dysentery, probiotic therapy, and antibiotic resistance.","breadcrumbs":"Project » Local School Education","id":"41","title":"Local School Education"},"42":{"body":"Throughout the project, we never stopped science communication with different groups. The social questionnaire allowed us to identify the need for the program; the school publicity has attracted a batch of fresh blood to join the research and innovation of synthetic biology; the communication and cooperation with other Chinese IGEM teams enabled us to learn more knowledge, and also to understand the current issues of synthetic biology in China that deserve attention. The science popularization and education in local schools also gave us the opportunity to communicate with middle and high school students, understand their ideas and answer their doubts.","breadcrumbs":"Project » Summary","id":"42","title":"Summary"},"43":{"body":"","breadcrumbs":"Project » Communication » Communication","id":"43","title":"Communication"},"44":{"body":"We had science communications during different stages of our project. We designed these communications to have different manner, audience and scope, aiming at informing, educating, raising awareness of the topic of Gastrointestinal health, and increasing the sense of wonder about fighting against antibiotic resistance.","breadcrumbs":"Project » Communication » Overview","id":"44","title":"Overview"},"45":{"body":"Before the experiment, we designed and published a questionnaire about antibiotic treatment and dysentery on social network platform, and obtained more than 500 responses from people of different regions, age groups and education levels in China. We found that many people, although aware of dysentery, do not know how it is transmitted or the bacteria that causes it. This makes us realize the importance of science popularization. Meanwhile, people have different levels of concern about antibiotic resistance, which means it is necessary for us to focus on antibiotic therapy replacement.","breadcrumbs":"Project » Communication » Socially-Oriented Questionnaire","id":"45","title":"Socially-Oriented Questionnaire"},"46":{"body":"As an undergraduate team, we participated in the 2022's College Student Innovation and Entrepreneurship Training Program—a national training program for college students on innovation and entrepreneurship. In this way, we can better promote the topic of synthetic biology to the DKU community and attract more fresh blood to participate in innovation. We made posters and participated in project exhibitions, and were regularly inspected by the jury on campus. In addition, we have established a journal club, where different members of the team introduce cutting-edge knowledge about synthetic biology every two weeks, and we are happy to see many freshmen participating.","breadcrumbs":"Project » Communication » On-Campus Communication","id":"46","title":"On-Campus Communication"},"47":{"body":"In order to carry out science communications on a larger scale, we participated the 9th CCiC Conference (Conference of China iGEMer Community), which is a national summit independently initiated by Chinese iGEM teams, aiming to provide a platform for iGEM teams to share resources and promote mutual learning and communication. We made poster and presented at the conference, answering questions from the audience and judges. After the conference, we collaborated with team LZU on science popularization about probiotics.","breadcrumbs":"Project » Communication » CCiC: iGEM community in China","id":"47","title":"CCiC: iGEM community in China"},"48":{"body":"In the later stage of the experiment, in order to better promote the knowledge of synthetic biology and gastrointestinal health in the local area, we contacted a local international high school and successfully delivered popular science lectures to more than 330 middle and high school students and teachers.We distributed science manuals to everyone in the audience and introduced the GI tract, dysentery, probiotic therapy, and antibiotic resistance.","breadcrumbs":"Project » Communication » Local School Education","id":"48","title":"Local School Education"},"49":{"body":"Throughout the project, we never stopped science communication with different groups. The social questionnaire allowed us to identify the need for the program; the school publicity has attracted a batch of fresh blood to join the research and innovation of synthetic biology; the communication and cooperation with other Chinese IGEM teams enabled us to learn more knowledge, and also to understand the current issues of synthetic biology in China that deserve attention. The science popularization and education in local schools also gave us the opportunity to communicate with middle and high school students, understand their ideas and answer their doubts.","breadcrumbs":"Project » Communication » Summary","id":"49","title":"Summary"},"5":{"body":"Lingfeng Huang","breadcrumbs":"Team » Principal Investigator","id":"5","title":"Principal Investigator"},"50":{"body":"We designed cell surface display platforms for probiotics including yeast, E. coli Nissle 1917, and L. lactis . To be specific, the yeast Aga2 surface display platform for nanobodies were developed, We also designed a novel way to detect protein surface expression by using flow cytometry. Another contribution is protein modeling protocol. We designed an integrated protocol involving the usage of PyMol, RobeTTA, and Alphafold2. Through literature review, we were able to determine multiple parameters that measure the accuracy of the protein model, and conducted evaluation on our protein design.","breadcrumbs":"Project » Contribution » Contribution","id":"50","title":"Contribution"},"51":{"body":"Cell surface display platforms can be utilized to cater to many protein engineering and therapeutic drug design purposes. In our case, the therapeutic effect and the nanobody localization on the cellular membrane of yeast yields future possibilities for iGEM teams to utilize this surface display platform based on the yeast Aga2 protein, specifically for therapeutic designs, but possible to be utilized to express other proteins as well.","breadcrumbs":"Project » Contribution » Cell surface display platforms","id":"51","title":"Cell surface display platforms"},"52":{"body":"Online programs are helpful for visualizing and analyzing the structure of different proteins and their docking scenarios. We use Robetta and Alphafold2 to model the structures of our protein, and used HADDOCK to visualize the docking structure. Evaluation focuses on different parameters: Ramachandran plot, Overall G-factors, Atomic Z-score RMS, Percentage of the amino acids having scored >= 0.2 in the 3D/1D profile, Overall quality factor, and Z-score. These parameters determine whether a certain structure is stable.","breadcrumbs":"Project » Contribution » Integrated protein modeling protocol","id":"52","title":"Integrated protein modeling protocol"},"53":{"body":"The Shigella species is listed as one of the eight dangerous drug resistant bacteria [1] , with associated mortalities projected to rise to 10 million globally by 2050. The use of conventional antibiotics aggravates the multidrug resistance of most Shigella strains. Besides aiding in the selection of resistant pathogens, antibiotics reduce intestinal species diversity and population, and disrupt the defensive, metabolic, and trophic functions of interdependent microbes [2] . Engineered probiotics with cell surface display systems are promising in tackling this problem due to a weaker selective pressure and specific binding proteins that are less likely to disrupt the host gut microbiome. Through literature review, E. coli Nissle 1917, yeast and L. lactis are chosen for expression because their probiotic nature present no known harm to the GI tract and the convenience in lab culturing. Centers for Disease Control and Prevention. (2019). 2019 AR Threats Report. https://www.cdc.gov/drugresistance/biggest-threats.html Francino, M. P. (2016, January 1). Antibiotics and the human gut microbiome: Dysbioses and accumulation of resistances. Frontiers. Retrieved March 28, 2022, from https://www.frontiersin.org/articles/10.3389/fmicb.2015.01543/full","breadcrumbs":"Project » Description » Project Description","id":"53","title":"Project Description"},"54":{"body":"","breadcrumbs":"Project » Engineering » Engineering Cycle","id":"54","title":"Engineering Cycle"},"55":{"body":"This page will give a detailed explanation about the engineering cycle. To make yeast capable of displaying the target nanobody 20ipaD on the cell surface, 20ipaD gene was inserted behind the yeast membrane-sealed protein Aga 2; therefore, Aga 2 would bring the nanobody to the cell surface. The recombinant plasmid pYD1-20ipaD was successfully built, which was supported by PCR amplification data and sequencing data. Apart from yeast, Lactococcus lactis and Escherichia coli were also chosen as probiotics for surface displace of nanobodies at the beginning, where 20ipaD/JPS-G3 and control 3xFLAG tags were inserted into pNZ8148 (L. lactis) and pET30a (E. coli) for expression respectively. However, due to failure in transformation and plasmid construction, only yeast was selected as the final product.","breadcrumbs":"Project » Engineering » Introduction","id":"55","title":"Introduction"},"56":{"body":"","breadcrumbs":"Project » Engineering » Engineering Cycle","id":"56","title":"Engineering Cycle"},"57":{"body":"Cycle 1 Design We located a single-domain antibody (VHH) named 20ipaD from the database, whose binding ability with the needle tip protein ipaD of Shigella type III secretion system has be testified (Barta et al., 2017; Sierocki et al., 2021). Peptide sequences of 20ipaD from Barta et al (2017). Codon optimization was performed to get DNA sequences. Two flank sequences containing XhoI and ApaI cutting sites as well as C-terminal Flag-tag were added to the ipaD DNA sequence. Build Designed 20ipaD sequences were chemically de novo synthesized and sent in pUC19. XhoI and ApaI double-digestion enabled us to ligate the 20ipaD DNA sequence into pYD1, a plasmid allowing the surface display of the gene it carries in yeast. The ligation of 20ipaD into pYD1 generates a DNA sequencing coding a recombinant protein of 20ipaD and Aga2, a yeast extracellular membrane protein. pYD1 also contained a replication origin recognized by bacteria and an ampicillin resistance gene. After plasmid ligation, recombinant plasmids were transferred into E. coli to get a clone via ampicillin selection. Cloned plasmids were then transferred into yeast cells. Yeast cells containing the plasmid were selected by tryptophane-deficient medium. Expression of the recombinant protein was induced by add galactose. Test After transformation of recombinant plasmid into E. coli and single colony collection, we perform enzyme digestion and gel electrophoresis to check if the ligation and transformation is successful. For expression assay, we incubated induced yeast cells with anti-flag-tag primary antibody. After incubating with FITC conjugated secondary antibody, cells were examined under florescence microscopy and flow cytometry. Learn Recombinant proteins were observed to express on the cell surfaces on a portion of the cell population. We therefore planned to further testify the effectiveness of our recombinant protein. Though previous modeling through Rosetta suggested that the recombinant Aga2 region as well as the linkers sequences do not undermine the correct folding of the VHH part, we still sought for a experimental support as well as a way to quantify the binding affinity. Cycle 2 Design In this cycle, we aimed to test binding affinity between the recombinant nanobody and the ipaD epitopes. ipaD were retrieved from NCBI database. Codon optimization was also performed to collect the DNA sequence. Similar to 20ipaD, flank regions were inserted into ipaD except the substitution of Flag-tag to HA-tag. Build Synthesized ipaD sequences were got from the same company. Using the same method, we expressed ipaD recombinant protein of the yeast surface. Test Learn Cycle 3 Design In this cycle, we aims to improve the expression level of the recombinant protein. Energy flows within the yeast cells would be controlled to concentrate more on protein production rather than other metabolic activities. We started by looking for a strong and continuously expressed promoter to drive the expression of 20ipaD recombinant protein. At the same time, we also tried to reduce other cellular activities. Cycle 4 Design In this cycle, we aims to improve the binding affinity of the recombinant protein with the antigen epitope. We would perform error prone PCRs to introduce mutations into 20ipaD sequences. Concentrations of the nucleotide analogs would be controlled so that only point mutants would be produced. All mutants would be screened to identify binding affinity improvements. To reduce the workload of screening, we would perform a modeling prescreen. In the prescreen, we would predict how single amino acid change influence the binding affinity between 20ipaD and ipaD.","breadcrumbs":"Project » Engineering » Yeast","id":"57","title":"Yeast"},"58":{"body":"Cycle 1 Design At first, we wanted to obtain the sequence of both 20ipaD and control flag-tag so that we could amplify them via PCR reaction. The 20ipaD is one of the single-VH domain antibodies (VHHs) capable of recognizing distinct epitopes within the antigen IpaD of pathogen Shigella. In this way, we hoped that by fusing 20ipaD and control flag-tag into the Lactococcus lactis expression vector pNZ8148, we would achieve the surface display and expression of 20ipaD on Lactococcus lactis . Build To obtain the sequence of 20ipaD, we constructed the plasmid with the 20ipaD sequence surrounded by two different restriction sites of enzymes BamHI and SacI. In this way, through the restrictive digestion of Bam HI and Sac I, ideally the sequence of 20ipaD would be obtained. The similar construction was also applied with the sequence of control flag-tag, where the enzymes used for restrictive digestion were changed to be NcoI and HindIII. Test After successfully received the synthesized plasmid sequence for 20ipaD and control flag-tag, we conducted the digestion of BamHI and SacI for the obtain of 20ipaD sequence, and the digestion of Nco I and Hind III for the obtain of control flag-tag sequence. Gel electrophorese was applied to confirm the size of the sequence. Control flag-tag sequence was successfully obtained. However, according to the gel picture, the band of 20ipaD showed a very different size from that in theory. Learn We checked the source of error and found that the designed sequence of 20ipaD has been inserted into the pUC19 vector when being synthesized by the company. Unfortunately, pUC19 vector also contained a restriction site for BamHI itself, thus leading to a different enzymatic digestion than what we have expected before. Cycle 2 Design Since pUC19 vector also contained a restriction site for BamHI itself, which would lead to unspecific enzymatic digestion and the failure of getting 20ipaD sequence, we redesigned the experimental steps in order to overcome such a problem. Build In this try, we would do the PCR amplification of 20ipaD sequence to insert it directly into the pNZ8148 vector first. This would circumvent the enzymatic digestion of pUC19 vector by BamHI that had the insertion of 20ipaD. Learn From this process we learnt that when the synthesized plasmid went wrong from our expectations, apart from directly asking the company to redo the synthesis, we could also alter the steps of ligation via PCR reaction to solve the problem. Cycle 3 Design We wanted to insert the engineered pNZ8148 vector with 20ipaD into the strain Lactococcus lactis NZ9000. According to literature review, electroporation is the commonly used technique to insert vectors into Lactococcus lactis . Build When the OD600 of Lactococcus lactis reached 0.3, the bacteria would be subjected to electroporation. The bacteria would be washed with liquid detergent I containing 0.5mol∙L-1 sucrose and 10% glycerol for the insertion of 0.2 μg vector. The pulse of electroporation was delivered by a Gene-Pulser (Scientz) at 25μF and 2.5kV, while the electroporation cuvette (0.2cm in size) was connected in parallel to a 400-Ω resistor (the parameters were searched online and were consulted from technician at Scientz). According to multiple researches done previously, the transformation efficiency would be the highest is the recovery time is 1.5h after electroporation. Test The process of electroporation was not successful because we failed to insert the vector into Lactococcus lactis . Learn We suspect that the making of electrocompetent cells might be the source of failure. After checking with the team advisor, we found that the type of glycerol used was intended for protein purification, which could cause problems for the electrocompetent cell. Cycle 4 Design To further increase efficiency, after doing more literature reviews we added the pretreatment of Lactococcus lactis with lithium acetate (LiAc) and/or dithiothreitol (DTT). We also substituted the type of glycerol used based on the previous error analysis. Build According to the newly found protocol, the Lactococcus lactis was firstly suspended at room temperature for 30 min in 8ml of 100mM LiAc, 10mM DTT, 0.6M sucrose, and 10mM Tris-HCl (pH=7.5). Following the treatment, Lactococcus lactis was pelleted and was resuspended in 1.5ml microcentrifuge tube, and was then washed as previously described. Afterwards, electroporation was conducted as previously described.","breadcrumbs":"Project » Engineering » Lactococcus lactis","id":"58","title":"Lactococcus lactis"},"59":{"body":"E. coli Engineering Cycle Cycle 1 Design Initially, we planned to try three different nanobodies (20ipaD, JPS-G3, and JMK-H2) agianst the Shigella antigen ipaD from a research paper [1] . We also wanted to try two different surface display systems, beta domain of the E. coli outer membrane protein intimin [2] and the E. coli curli fiber protein, csg B [3] . Our target probiotic is E. coli Nissle 1917 [3] . By inserting the target nanobody sequence behind intimin or csg B, reconstructing the plasmid pET30a and transforming the plasmid into E. coli Nissle 1917, we expect the protein to be displayed on the surface of E. coli , so that it can capture the pathogen via antigen-antibody binding. Build & Test We designed the following sequences to make the recombinant protein. intimin-20ipaD-3xFLAG csgB-JMK-H2-3xFLAG JPS-G3-3xFLAG ipaD-3xHA However, due to limitations in budget & time for gene synthesis, we only have JPS-G3-3xFLAG and ipaD-3xHA (inserted into pUC19 plasmids). By plasmid extraction, double digestion ( Bam HI & Xho I) and PCR, we successfully obtained the sequences and verified the accuracy by Sanger sequencing, but we don't have csgB or intimin for surface display. Learn Complex sequences including potential harmful genes may impact synthesis efficiency. Cycle 2 Design Alternatively, we chose the curli fiber csg A [4] sequence for surface display. Build & Test We designed the following sequences: csgA-JPS-G3-3xFLAG csgA-ipaD-3xHA (displaying the antigen on the surface of E. coli BL21 to mimic Shigella flexneri , so that the effectiveness can be evaluated) csg A gene is obtained from the E. coli strains (pGEX-4T-1-csgA-shMT) provided by the XJLTU iGEM team via PCR. To connect different parts, we plan to use overlapping PCR.","breadcrumbs":"Project » Engineering » Escherichia coli","id":"59","title":"Escherichia coli"},"6":{"body":"","breadcrumbs":"Team » The whole team","id":"6","title":"The whole team"},"60":{"body":"Barta, M., Shearer, J., Arizmendi, O., Tremblay, J., Mehzabeen, N., Zheng, Q., . . . Picking, W. (2017). Single-domain antibodies pinpoint potential targets within Shigella invasion plasmid antigen D of the needle tip complex for inhibition of type III secretion. Journal of Biological Chemistry , 292, jbc.M117.802231. doi:10.1074/jbc.M117.802231 Salema, V., Marín, E., Martínez-Arteaga, R., Ruano-Gallego, D., Fraile, S., Margolles, Y., Teira, X., Gutierrez, C., Bodelón, G., & Fernández, L. Á. (2013). Selection of Single Domain Antibodies from Immune Libraries Displayed on the Surface of E. coli Cells with Two β-Domains of Opposite Topologies. PLoS ONE , 8(9), e75126. https://doi.org/10.1371/journal.pone.0075126 Gelfat, I., Aqeel, Y., Tremblay, J. M., Jaskiewicz, J. J., Shrestha, A., Lee, J. N., Hu, S., Qian, X., Magoun, L., Sheoran, A., Bedenice, D., Giem, C., Manjula-Basavanna, A., Osburne, M. S., Tzipori, S., Shoemaker, C. B., Leong, J. M., & Joshi, N. S. (2021). Single domain antibodies against enteric pathogen virulence factors are active as curli fiber fusions on probiotic E. coli Nissle 1917 (p. 2021.06.18.448998). bioRxiv . https://doi.org/10.1101/2021.06.18.448998 Barta, M. L., Shearer, J. P., Arizmendi, O., Tremblay, J. M., Mehzabeen, N., Zheng, Q., Battaile, K. P., Lovell, S., Tzipori, S., Picking, W. D., Shoemaker, C. B., & Picking, W. L. (2017). Single-domain antibodies pinpoint potential targets within Shigella invasion plasmid antigen D of the needle tip complex for inhibition of type III secretion. J Biol Chem, 292(40), 16677-16687. https://doi.org/10.1074/jbc.M117.802231 Sierocki, R., Jneid, B., Orsini Delgado, M. L., Plaisance, M., Maillere, B., Nozach, H., & Simon, S. (2021). An antibody targeting type III secretion system induces broad protection against Salmonella and Shigella infections. PLoS Negl Trop Dis, 15(3), e0009231. https://doi.org/10.1371/journal.pntd.0009231","breadcrumbs":"Project » Engineering » Reference","id":"60","title":"Reference"},"61":{"body":"","breadcrumbs":"Project » Experiments » Experiment","id":"61","title":"Experiment"},"62":{"body":"This page will give a detailed record about the experiment process, including the lab notes and protocols.","breadcrumbs":"Project » Experiments » Introduction","id":"62","title":"Introduction"},"63":{"body":"","breadcrumbs":"Project » Experiments » Experiment","id":"63","title":"Experiment"},"64":{"body":"Lab Notes Protocols","breadcrumbs":"Project » Experiments » Yeast","id":"64","title":"Yeast"},"65":{"body":"Lab Notes Protocols","breadcrumbs":"Project » Experiments » Lactococcus lactis","id":"65","title":"Lactococcus lactis"},"66":{"body":"Lab Notes Please see attached. E. coli Lab Notes Protocols Please see attached. E. coli Protocols","breadcrumbs":"Project » Experiments » Escherichia coli","id":"66","title":"Escherichia coli"},"67":{"body":"","breadcrumbs":"Project » Notebook","id":"67","title":"Project"},"68":{"body":"","breadcrumbs":"Project » Implementation » Implementation","id":"68","title":"Implementation"},"69":{"body":"The end-products of our project are small tablets or capsules that contain dry powders of probiotics that express anti-Shigella antibodies on their surface. Our products serve the dual roles of Shigella infection precaution as well as disease therapy. The abilities of room temperature storage provide our tablets with cost reduction for storage and transportation. Tablets should be taken when facing potential exposure to Shigella infection sources, such as drinking unsanitary water in high diarrhea incidence areas. In consideration of the prevalent transmission pathways of Shigella, we also suggest people whose family members have developed Shigella infections and children in school with diarrhea cases take our tablets to prevent person-to-person transmission, which is the major form of Shigella spreading (Kotloff et al., 2018).","breadcrumbs":"Project » Implementation » Infection Precaution","id":"69","title":"Infection Precaution"},"7":{"body":"","breadcrumbs":"Team » Team » Team","id":"7","title":"Team"},"70":{"body":"Due to intracellular pathogen nature of Shigella, the effect of antibodies reduces as pathogens evade into the cells. The ability of reprogramming the infected cells to form protrusion adjacent cells allows Shigella to spread within intestine epithelial cells, reducing the chance of exposing to body internal environment (Sansonetti et al., 1994). This special characteristic implies antibody may not be a one-size-fits-all solution for different stages of infection. We call for the combination of clinical phases of antibiotics treatment with our tablets together.","breadcrumbs":"Project » Implementation » Infection Therapy","id":"70","title":"Infection Therapy"},"71":{"body":"Along with the high household transmission rates, Shigella also display high secondary infection rates. Therefore, we suggest families with members developing Shigella to take our pills for a time period to provide continuously protection apart from keep good hygiene conditions. In the meanwhile, patients who have developed Shigella infection before should also take our tablets when facing a second exposure.","breadcrumbs":"Project » Implementation » Prognosis and Secondary infection","id":"71","title":"Prognosis and Secondary infection"},"72":{"body":"People who exposed to potential Shigella infection source, especially in a household environment. Children in school with Shigella cases reported. People with antibiotic allergy that cannot use clinical antibiotic treatment. Government that aims to provide low cost solution for Shigella incidence in low- and middle- income, less developed region.","breadcrumbs":"Project » Implementation » End Users","id":"72","title":"End Users"},"73":{"body":"Our product contains exogenous antibody proteins. Therefore, allergy test may need to be performed to prevent possible anaphylaxis. Besides, considering the pathogenesis and transmission pathway of Shigella, our products may not be a one-size-fits all solution for all infection stages but focuses more on the prevention of infection. Kotloff, K. L., Riddle, M. S., Platts-Mills, J. A., Pavlinac, P., & Zaidi, A. K. M. (2018). Shigellosis. The Lancet, 391(10122), 801-812. https://doi.org/https://doi.org/10.1016/S0140-6736(17)33296-8 Sansonetti, P. J., Mounier, J., Prévost, M. C., & Mège, R.-M. (1994). Cadherin expression is required for the spread of Shigella flexneri between epithelial cells. Cell, 76(5), 829-839. https://doi.org/https://doi.org/10.1016/0092-8674(94)90358-1","breadcrumbs":"Project » Implementation » Caveats","id":"73","title":"Caveats"},"74":{"body":"","breadcrumbs":"Project » Partnership","id":"74","title":"Project"},"75":{"body":"","breadcrumbs":"Project » Proof of Concept","id":"75","title":"Project"},"76":{"body":"","breadcrumbs":"Project » Results » Results","id":"76","title":"Results"},"77":{"body":"This page will give a detailed record about the experiment results, future plans & project achievements.","breadcrumbs":"Project » Results » Introduction","id":"77","title":"Introduction"},"78":{"body":"","breadcrumbs":"Project » Results » Experiment Results","id":"78","title":"Experiment Results"},"79":{"body":"","breadcrumbs":"Project » Results » Yeast","id":"79","title":"Yeast"},"8":{"body":"Yixuan Wu (Lisa) Yixuan Liu Sihan Wang Zhujun Yao Lingrui Lai Yuxin Wang Jingyun Jin Chang Shen Yunyi Ru Renwei Gao Qizhou Jiang","breadcrumbs":"Team » Team » Biology","id":"8","title":"Biology"},"80":{"body":"","breadcrumbs":"Project » Results » Lactococcus lactis","id":"80","title":"Lactococcus lactis"},"81":{"body":"Summary of Experiment Design We plan to display the nanobody JPS-G3 agianst the Shigella antigen ipaD on the surface of E. coli Nissle 1917 via the curli fiber protein csg A [1] . We expect the engineered E. coli Nissle 1917 to be capable of capturing the pathogen Shigella flexneri via antigen-antibody specific binding. Please check the detailed experiment design at 'design' part. Plasmid Extraction pUC19-JPS-G3-3xHA and pUC19-ipaD-3xHA were extracted using the TIANGEN plasmid extraction kit. Target Sequence Amplification Using following primers ( Table 1 ), the JPS-G3-3xHA and ipaD-3xHA sequences were successfully amplified, and the results were verified by gel electrophoresis ( Figure 1 ). PCR products were purified for further manipulation. Table 1 | PCR Primers Used Name Sequence (5' -> 3') Endonuclease Site ipaD_FW CGCGGATCCATGAATATTACAACTC Bam HI ipaD_RV GGCCTCGAGTCAAGCGTAG Xho I JPS-G3_FW CGCGGATCCGGAAGTACACAAGTACAGCTAG Bam HI JPS-G3_RV CGCGGATCCGGAAGTACACAAGTACAGCTAG Xho I Figure 1 | Gel Electrophoresis Result for Target Sequence Amplification Molecular Cloning for Cytoplasmic Protein Expression In order to construct the recombinant plasmids pET30a-ipaD-3xHA and pET30a-JPS-G3-3xFLAG, the PCR products obtained from the last step were digested by endonucleases Bam HI and Xho I to create sticky ends. Meanwhile, the pET30a plasmids were transformed into E. coli DH5a competent cells for propagation. After transformation and overnight culture, the extracted plasmids were also digested with endonucleases Bam HI and Xho I to create sticky ends. Afterwards, the digested plasmids and target sequences were ligated and transformed into E. coli DH5a competent cells ( Figure 2 ). Figure 2 | Plates for pET30a-ipaD-3xHA (i-1 & i-2) and pET30a-JPS-G3-3xFLAG (J-1 & J-2). Single colonies were picked from the plates and the inserted sequence were verified by colony PCR ( Figure 3 ) and Sanger sequencing. Figure 3 | Gel Electrophoresis Result for Colony PCR Overlap Extension PCR In order to construct the recombinant DNA sequences csgA-JPS-G3-3xFLAG and csgA-ipaD-3xHA, the following overlap extension PCR primers are used ( Table 2 ). Table 2 | Overlap Extension PCR Primers Name Sequence (5' -> 3') Endonuclease Site OvF_csgA-shMT CCGCGTGGATCCATGAAACTTTTAAAAGTAG Bam HI OvR1_csgA-shMT TAGCTGTACTTGTGTACTTCCCCGCTGCCGCCGTACTGATGA / OvR2_csgA-shMT TAGTCAGAGTTGTAATATTCATCCGCTGCCGCCGTACTGATGA / OvF_JPS-G3 CATCAGTACGGCGGCAGCGGGGAAGTACACAAGTACAGCTAGC / OvR_JPS-G3 GAATCTCGAGTTATTTGTCGTCGTCATCC Xho I OvF_ipaD CATCAGTACGGCGGCAGCGGATGAATATTACAACTCTGACTAAT / OvR_ipaD GGCCTCGAGTCAAGCGTAGTCAGGTAC Xho I However, due to time limitation, this part has not been successfully implemented.","breadcrumbs":"Project » Results » Escherichia coli","id":"81","title":"Escherichia coli"},"82":{"body":"(只是举例，请随意更改)","breadcrumbs":"Project » Results » Project Achievements & Analysis Summary","id":"82","title":"Project Achievements & Analysis Summary"},"83":{"body":"Constructed the recombinant xxx plasmid, and transformed it into xxx strain. Expressed xxx protein. Effectiveness tested by xxx.","breadcrumbs":"Project » Results » Successes","id":"83","title":"Successes"},"84":{"body":"Failed to construct and transform the recombinant plasmids in E. coli and L. lactis .","breadcrumbs":"Project » Results » Failures","id":"84","title":"Failures"},"85":{"body":"","breadcrumbs":"Project » Results » Inspirations","id":"85","title":"Inspirations"},"86":{"body":"(只是举例，请随意更改) Express proteins in well-studied probiotic strains. Insert nanobody sequences after other promoters that can ensure proper expression in vivo . Conduct hemolysis experiments to see the effectiveness of killing Shigella flexneri . Conduct in vivo experiments to test the therapeutic effects in rodent GI system.","breadcrumbs":"Project » Results » Future Plans","id":"86","title":"Future Plans"},"87":{"body":"Gelfat, I., Aqeel, Y., Tremblay, J. M., Jaskiewicz, J. J., Shrestha, A., Lee, J. N., Hu, S., Qian, X., Magoun, L., Sheoran, A., Bedenice, D., Giem, C., Manjula-Basavanna, A., Osburne, M. S., Tzipori, S., Shoemaker, C. B., Leong, J. M., & Joshi, N. S. (2021). Single domain antibodies against enteric pathogen virulence factors are active as curli fiber fusions on probiotic E. coli Nissle 1917 (p. 2021.06.18.448998). bioRxiv . https://doi.org/10.1101/2021.06.18.448998","breadcrumbs":"Project » Results » Reference","id":"87","title":"Reference"},"88":{"body":"All genetic parts of group Y can be divided into 3 categories, including single element, key composite segment, and vector.","breadcrumbs":"Parts » Parts","id":"88","title":"Parts"},"89":{"body":"The single elements refer to every functional unit of our key genetic parts, like promoter, linker, important polypeptide, etc. A total of seven single elements were documented. Part Code Part name Website BBa_K4161501 T7 Promoter http://parts.igem.org/Part:BBa_K4161501 BBa_K4161502 GAL1 Promoter http://parts.igem.org/Part:BBa_K4161502 BBa_K4161503 Aga2 http://parts.igem.org/Part:BBa_K4161503 BBa_K4161504 G4S http://parts.igem.org/Part:BBa_K4161504 BBa_K4161505 T7, Xpress http://parts.igem.org/Part:BBa_K4161505 BBa_K4161506 ipaD http://parts.igem.org/Part:BBa_K4161506 BBa_K4161507 HA http://parts.igem.org/Part:BBa_K4161507","breadcrumbs":"Parts » Single element","id":"89","title":"Single element"},"9":{"body":"Sichang He (Steven) Jasmine Santos Yuxiang He Zhenyu Xu","breadcrumbs":"Team » Team » Modeling","id":"9","title":"Modeling"},"90":{"body":"The key composite segments are clusters of multiple single elements, they make up the key expression modules or functional units of the genetic model. Two key composite segments were documented. | Part Code | Part name | Website | |--------------|--------------------------------------------------------------|- ----------------------------------------| | BBa_K4161301 | Single Domain Antibody 20ipaD Conjugated Aga2 Express Module | http://parts.igem.org/Part:BBa_K4161301 | | BBa_K4161508 | Composite part | http://parts.igem.org/Part:BBa_K4161508 |","breadcrumbs":"Parts » Key composite segment","id":"90","title":"Key composite segment"},"91":{"body":"Most of our genetic designs were based on the yeast surface display vector pYD1, which is also documented. | Part Code | Part name | Website | |--------------|--------------------------------------------------------------|- ----------------------------------------| | BBa_K4161302 | pYD1 plasmid | http://parts.igem.org/Part:BBa_K4161302 |","breadcrumbs":"Parts » Vector","id":"91","title":"Vector"},"92":{"body":"All genetic parts of group Y can be divided into 3 categories, including single element, key composite segment, and vector.","breadcrumbs":"Parts » Part Collection » Parts","id":"92","title":"Parts"},"93":{"body":"The single elements refer to every functional unit of our key genetic parts, like promoter, linker, important polypeptide, etc. A total of seven single elements were documented. Part Code Part name Website BBa_K4161501 T7 Promoter http://parts.igem.org/Part:BBa_K4161501 BBa_K4161502 GAL1 Promoter http://parts.igem.org/Part:BBa_K4161502 BBa_K4161503 Aga2 http://parts.igem.org/Part:BBa_K4161503 BBa_K4161504 G4S http://parts.igem.org/Part:BBa_K4161504 BBa_K4161505 T7, Xpress http://parts.igem.org/Part:BBa_K4161505 BBa_K4161506 ipaD http://parts.igem.org/Part:BBa_K4161506 BBa_K4161507 HA http://parts.igem.org/Part:BBa_K4161507","breadcrumbs":"Parts » Part Collection » Single element","id":"93","title":"Single element"},"94":{"body":"The key composite segments are clusters of multiple single elements, they make up the key expression modules or functional units of the genetic model. Two key composite segments were documented. | Part Code | Part name | Website | |--------------|--------------------------------------------------------------|- ----------------------------------------| | BBa_K4161301 | Single Domain Antibody 20ipaD Conjugated Aga2 Express Module | http://parts.igem.org/Part:BBa_K4161301 | | BBa_K4161508 | Composite part | http://parts.igem.org/Part:BBa_K4161508 |","breadcrumbs":"Parts » Part Collection » Key composite segment","id":"94","title":"Key composite segment"},"95":{"body":"Most of our genetic designs were based on the yeast surface display vector pYD1, which is also documented. | Part Code | Part name | Website | |--------------|--------------------------------------------------------------|- ----------------------------------------| | BBa_K4161302 | pYD1 plasmid | http://parts.igem.org/Part:BBa_K4161302 |","breadcrumbs":"Parts » Part Collection » Vector","id":"95","title":"Vector"},"96":{"body":"","breadcrumbs":"Parts » Improve","id":"96","title":"Parts"},"97":{"body":"","breadcrumbs":"Safety » Safety","id":"97","title":"Safety"},"98":{"body":"The Duke Kunshan University (DKU) iGEM team sets safety as an integral part of science. It includes protection for sensitive groups and the environment. For this reason, safety was considered from two perspectives—inside and outside the laboratory. For more detailed information, please check our safety form.","breadcrumbs":"Safety » Introduction","id":"98","title":"Introduction"},"99":{"body":"All laboratories of universities in China must be accredited by the Office under the Ministry of Environment following the standard. This year, the project was conducted in the BSL-1 laboratory. Team members wore lab coats and gloves during experiments. Experiments related to bacteria were performed in the biosafety cabinet and near butane burners. Before laboratory started, the team received safety training including how to use equipment properly, following laboratorial hygiene rules and proper disposal of hazardous substances. 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Shigella, as one of the most antibiotic resistant pathogens, poses a great threat to food safety especially in developing areas. 10 million will be subject to mortalities caused by shigella infection by 2050. Distribution of antibiotics is the main treatment as of today. It is costly and time consuming. Side effects include degration of GI tract microbiome, and the emergence of more antibiotic resistant strains. We are in an endless race against pathogens. Antibiotics are our weapons. Mutations are their strategies to survival. Now, DKU iGEM team has proposed an alternative to jump out of this race and possibly, go far beyond. Antibody therapy is a popular topic in therapeutics. It is different from antibiotics and can be more effective when triggering the host immune system. However, conventional antibodies have a high cost because of the complicated synthesis procedure. It can also be vulnerable to proteosomes in the GI tract. Thus we propose a novel method to display nanobodies on the surface of probiotics. It exploits the natural pathogen inhibition effects of the probiotics. It also explores possibilities of antibody therapy mass production. Click on the left menu to learn more about the details.","breadcrumbs":"Home","id":"0","title":"Home"},"1":{"body":"","breadcrumbs":"Team » Team","id":"1","title":"Team"},"10":{"body":"Jiani Chen Yang Yu","breadcrumbs":"Team » Team » Advisor","id":"10","title":"Advisor"},"100":{"body":"The key composite segments are clusters of multiple single elements, they make up the key expression modules or functional units of the genetic model. Two key composite segments were documented. | Part Code | Part name | Website | |--------------|--------------------------------------------------------------|- ----------------------------------------| | BBa_K4161301 | Single Domain Antibody 20ipaD Conjugated Aga2 Express Module | http://parts.igem.org/Part:BBa_K4161301 | | BBa_K4161508 | Composite part | http://parts.igem.org/Part:BBa_K4161508 |","breadcrumbs":"Parts » Part Collection » Key composite segment","id":"100","title":"Key composite segment"},"101":{"body":"Most of our genetic designs were based on the yeast surface display vector pYD1, which is also documented. | Part Code | Part name | Website | |--------------|--------------------------------------------------------------|- ----------------------------------------| | BBa_K4161302 | pYD1 plasmid | http://parts.igem.org/Part:BBa_K4161302 |","breadcrumbs":"Parts » Part Collection » Vector","id":"101","title":"Vector"},"102":{"body":"","breadcrumbs":"Parts » Improve","id":"102","title":"Parts"},"103":{"body":"","breadcrumbs":"Safety » Safety","id":"103","title":"Safety"},"104":{"body":"The Duke Kunshan University (DKU) iGEM team sets safety as an integral part of science. It includes protection for sensitive groups and the environment. For this reason, safety was considered from two perspectives—inside and outside the laboratory. For more detailed information, please check our safety form.","breadcrumbs":"Safety » Introduction","id":"104","title":"Introduction"},"105":{"body":"All laboratories of universities in China must be accredited by the Office under the Ministry of Environment following the standard. This year, the project was conducted in the BSL-1 laboratory. Team members wore lab coats and gloves during experiments. Experiments related to bacteria were performed in the biosafety cabinet and near butane burners. Before laboratory started, the team received safety training including how to use equipment properly, following laboratorial hygiene rules and proper disposal of hazardous substances. Also, experiments were first presented in detail by our two supervisors to eliminate biosafety concerns.","breadcrumbs":"Safety » Lab Safety","id":"105","title":"Lab Safety"},"106":{"body":"Protein expression for diagnostic tests was performed in non-pathogenic Escherichia coli strains (E.coli Nissle 1917), Lactococcus Lactis NZ9000 and yeast (EBY100). These gene carriers are probiotic or at least harmless. They do not possess serious illnesses or lead to other problems to people or the environment. In addition, they are in whitelist, belonging to BSL-1 organisms.","breadcrumbs":"Safety » Microorganisms review","id":"106","title":"Microorganisms review"},"107":{"body":"The engineered probiotics were designed to express 20ipad nanobody on their surface by transforming recombinant plasmids with optimized genes. Thus, they can combine with the antigen on the surface of Shigella. Since Shigella is one of the BSL-2 organisms, we decide to express our targeted antigen in probiotics that we used to express the antibody. We optimized the DNA sequences which code the antigen by using machine-learning software. Using yeast as an example, amino acids are essential for the growth of yeast. Amino acids are absorbed by human bodies in the small intestine. There is a competitive absorption of amino acids between intestinal epithelial cells and yeast. This prevents the overgrowth of yeast cells, preventing the destruction of bacterial flora structure. Using yeast as gene carriers limits the leak of antibiotics resistance genes, compared with using bacteria as carriers. In addition, galactose was used to induce the expression of the antibody and antigen. Since we used antibiotics resistance genes, we also pay attention to the potential risks of the leak of antibiotics resistance genes during wetlab process. Discarded liquids and plates that contain antibiotics were placed in specific vessels and then autoclaved.","breadcrumbs":"Safety » Experiments","id":"107","title":"Experiments"},"108":{"body":"Part of planned experiments had to be done by using harmful reagents or procedures. All team members follow the rules under the guideline provided by our lab manager and assistants during experiment safety training. UV light was used to sterilize the biosafety cabinets and equipment inside the cabinets. Safety measures were taken to avoid people`s direct exposure to UV light. Gel imaging system was used for visualizing agarose gel, combined with standard laboratory procedures with blue light transilluminator. Antibiotics were used to select transformants. They can be harmful to sensitive groups. Situations of allergy of team members were collected. Antibiotics were well stored and Handled with proper safety measures according to disposal protocols. Other hazardous chemicals , such as Tris-HCl and methyl alcohol were stored and relevant procedures were conducted in chemical ventilation cabinets. Liquid waste was handled with appropriate safety measures.","breadcrumbs":"Safety » Harmful reagents and procedures","id":"108","title":"Harmful reagents and procedures"},"109":{"body":"Team members followed all the government and university guidelines based on the pandemic situation of Covid-19 in China. For April and May, team`s meetings were online because of school closure and in-person activities were allowed after deblocking. Covid-19 tests were performed regularly and all team members got vaccinated. When wetlabs began, team members` attendance was recorded. The usage of lab equipment was registered. All working surfaces were cleaned with disinfectant fluid before and after conducting wetlabs.","breadcrumbs":"Safety » Covid-19 associated safety measures","id":"109","title":"Covid-19 associated safety measures"},"11":{"body":"Lingfeng Huang","breadcrumbs":"Team » Team » Principal Investigator","id":"11","title":"Principal Investigator"},"110":{"body":"","breadcrumbs":"Human Practices » Human Practice","id":"110","title":"Human Practice"},"111":{"body":"We interviewed Huansheng Cao, Assistant professor of Environmental Science at Duke Kunshan University for suggestions on our initial lab plans. In the interview, team members Yuxin Wang and Chang Shen presented the main design, bacterial surface display, to consult Prof Cao on its feasibility. After confirming the rich research foundations of our plan, he encouraged us to add computational elements to our lab design. As a scientist working in computational biology and bioinformatics, he pointed us to Alphafold2 for the enhancing the binding affinity of our nanobody and the antigen unit. As a well-trained biologist, he also suggested fitting our design to more than one model organisms, which shows integration in our drug design. The interview was full of enthusiasm, so we were able to come across many other topics. We discussed the trends in bioinformatics and biotechnology, including bacteria-based bioelectricity, and the relationship between human longevity and gut microbiota. This interview was both encouraging and informative, and contributed greatly to the first stage of human practice. photo","breadcrumbs":"Human Practices » Interview with Prof Cao","id":"111","title":"Interview with Prof Cao"},"112":{"body":"We participated in 2022's College Student Innovation and Entrepreneurship Training Program—a national training program for college students on innovation and entrepreneurship. It encourages students to participate in scientific research, technological development, and entrepreneurship. During the final pitch, Lisa Wu and Lingrui Lai made the presentation about our project of Shigella treatment using the concept of of synthetic biology. Lingrui went through the basic concept of shigella and synthetic biology, then, the current challenges that we are facing for shigella treatment and our suggestions. Lisa introduced the methodology involved and techniques used in our project. At the end they stressed the significance of our project. Judgers include Kai Huang (Division Chair of Natural and Applied Sciences of DKU), Joohyun Lee (Assistant professor of biology of DKU), Anastasia Tsigkou (Associate Professor of Biology of DKU), Ming-Chun Huang (Associate professor of data and computational science of DKU), Liqi Ren (Associate Director for Innovation and Entrepreneurship). After the presentation, Prof. Lee and Dr. Tsigkou presented valuable questions and suggestions. Prof. Lee recognized the difficulty of antibody therapy and informed us of the clear restrictions of FDI approval. We assured him that our project nanobodies are thoroughly researched, and that we will continue to modify the project to enhance biosafety. Dr. Tsigkou asked us about the binding affinity test and false positive. This is a question that did not come to us then, so we answered that the detection is conduct through fluorescence microscopy. After discussion with our PI, Prof. Linfeng Huang, we decide that we will use the pull down method in the detection of binding affinity. We will conduct the experiment by pulling down on both sides of the nanobody-antigen complex. For false positives, DKU iGEM member Lingrui Lai suggested isotype testing.","breadcrumbs":"Human Practices » 2022 College Student Innovation and Entrepreneurship Training Program","id":"112","title":"2022 College Student Innovation and Entrepreneurship Training Program"},"113":{"body":"After we successfully predicted the 3d structure of fusion protein-antibody complex by using Robetta and Alphafold2, the focus shift to how the fusion protein will influence the binding (docking) between antibody and antigen. We plan to get some insights about this from computer modeling before the wet lab begins. We interviewed Floyd Beckford, Professor of Chemistry at Duke Kunshan University for suggestions on our protein docking simulation. At the beginning, team leader Lisa Wu introduced the synthetic biology part of our project. Modeling team leader Zhenyu Xu introduced the progress of protein structure prediction and the need for protein docking simulation. As a scientist working in modern medicine, Prof. Floyd pointed us to some useful docking software--Autodock, ADFR suite, GOLD, and Maestro. These software are powerful at predicting the docking scenario and are used by many researchers, with many online teaching resources accessible. To improve the speed of computer modeling, Prof. Floyd emphasized the preprocessing of protein structures. Namely, the antigen structure. He suggested us delete the floating molecules outside the binding sites and keep those inside, since we only care about the binding scenario. He also pointed that virtual screening could help if we want to do more mutations to the binding sites. Concerning the fusion protein-antibody complex models, since they are the optimal prediction given by Robetta and Alphafold2, we assume these models do not need preprocessing anymore. For docking, he suggested us try rigid docking first, and then flexible docking if we want to get closer to reality.","breadcrumbs":"Human Practices » Interview with Prof Floyd","id":"113","title":"Interview with Prof Floyd"},"114":{"body":"In order to have better educational effect and promote our project , we organized the Journal Club activity in the Duke Kunshan community. The first Journal Club was held on April 30th, 2022. At the very beginning of the meeting, Yuyang, the leader of last year's iGEM team, gave a speech for us and introduced in detail what systems biology is and the basic methods of studying systems biology. This journal club event mainly focused on COVID-19 and then developed into three sub-topics including the antigen test for SARS-CoV-2 introduced by Kathy, human ACE2 receptor & TM air freshening spray presented by Irene, and COVID-19 Vaccines explained by Bruce. Apart from the iGEM team, around 10 freshman students with various backgrounds participated in the sharing and raised many inspiring questions.","breadcrumbs":"Human Practices » Journal Club","id":"114","title":"Journal Club"},"115":{"body":"","breadcrumbs":"Human Practices » Interview with Dr. Neel Joshi","id":"115","title":"Interview with Dr. Neel Joshi"},"116":{"body":"Dr. Neel Joshi is an expert in bioengineering with tracks in human disease and new therapies. In his 2019 and 2021 literature, he and his team described genetically engineering E. coli Nissle 1917 to treat some gastrointestinal diseases like bowel inflammation, which provide essential references for our project. To further understand the logics and advantages of this bioengineered model, we invited Dr. Joshi for an interview. Dr. Joshi interview photo 1","breadcrumbs":"Human Practices » Introduction","id":"116","title":"Introduction"},"117":{"body":"Q: What stimulated you and your team to develop the surface-displaced single domain antibodies? What practical problems do you think this model can solve? A: Although the nanobodies have great potentials in treating gastrointestinal diseases, it is somewhat hard to deliver those nanobodies directly to the digestive track. Therefore, the probiotics can serve as a scaffold to make the delivery of nanobodies easy. Q: But why did you choose to display the nanobodies on the surface? Why not directly make the bacteria synthesize nanobodies and release them? A: The surface display resolution has the property of multi-valency. By displaying the nanobodies on the surface, we would have the potential to space the binding domains together to bind to a pathogen surface. It could increase binding affinity and decrease the dissociation constant. It can also diffusion into different directions and increase the local concentration. Q: What about the method of drug delivery? That is to say, how do you decide to send the engineered probiotics to human gastrointestinal track? And could you explain why you use that delivery method? A: We only proposed an approach of micro biological therapy. But to deliver the bacteria, I think it can be freeze-dried to produce a freeze-dried product. Because a large portion of the geographical locations that suffered from these gut problems are the poor areas, and those areas do not have the condition to store the bacteria that require a very low temperature. The freeze-dried products do not require that strict storage conditions, so they are more available in those areas. Q: Why pBbB8k plasmid backbone with kanamycin selection marker? (what's the difference between pUC19, which is our choice, and pBbB8K?) A: pBbB8k is a rather arbitrary choice, we simply chose it because it was used due to antibiotics incompatibility in the previous experiment. When doing in vivo studies, we engineered plasmids from the original E. coli Nissle genome, the pMUT plasmids. These plasmids are more stable than the pBbB8K. For pUC19, I don’t see problems with the expression of pUC19 plasmid. However, you do need to consider if your antibiotic resistant marker in the plasmid is compatible with the shigella testing. If shigella is killed due to the antibiotic selecting E. coli, it can be a problem. Q: What are the setbacks of the Probiotic-associated therapeutic curli hybrids (PATCH) system? A: The first is safety concerns of curli fibers. It has been known that curli fibers induce various types of diseases, including neurological diseases, etc. The other is inherit disadvantages for E. coli to produce curli fibers in vivo. However, we have been able to shown effective production of curli fiber in vivo by measuring the amount of curli fibers coming from the fecal samples. Q: What if the E. coli went out of control and grow infinitely in the gut, disrupting the original gastrointestinal microorganism environment? A: This is a very popular question when it comes to distributing microbes to gut. Actually, we could use some of the auxotrophic strains to limit the growth of the bacteria. And I think there are many “switches” that can turn on the suicide program of those bacteria. But in this case, I think E. coli Nissle 1917 is a very safe bacteria, it has already been identified as a harmless bacterium, so there should be less safety issues of this strain.","breadcrumbs":"Human Practices » Interview Content","id":"117","title":"Interview Content"},"118":{"body":"Q: Is it possible to apply magnetic triggers to shigella infection and cooperate this into the PATCH system? A: Magnetic triggers are mostly applied in cancer treatment. This is because in cancer, you know the spot of the disease. In bacterial infection it’s hard to locate. Q: In Barta et al., the authors described the different indexes of the nanobodies, including binding domains and neutralization effects. What is your rationale when choosing the nanobodies? A: It really depends on how you generate the nanobodies. When different parts of the pathogen are used in Alpaca immunizations, the nanobodies will vary. When displaying the nanobodies, some work and others don’t. We assume this is because of folding problems, but we did not figure out the exact reason. Q: What do you think about sequence optimization in silica? Do you have experience working with this? Do you have any suggestions? A: I would suggest generating different mutations in the sequence and do some docking analysis. Then generate the mutations and do wet labs. Q: Our project aims to tackle the antibiotic resistance problem worldwide. Would the PATCH system generate drug resistance issues? A: This is possible. For example, a mutation in the binding domain of the antigen might cause binding problems. However, I would say the selective pressure by the nanobody is smaller compared to that of the antibiotic. This is because antibiotic kills the pathogen, while PATCH only binds to the pathogen, keeping it from invasive activities. Q: We are worried that the proteins in the GI tract environment would coat the surface of the probiotic, which would cause dysfunction of the nanobodies. How did your team encounter this problem? A: The animal model was effective, which was sufficient to show that the GI tract environment did not inhibit the binding activity. The curli production is continuous in vivo, which provides adequate chance for the binding to occur. However, the proteases in the GI tract is something to consider.","breadcrumbs":"Human Practices » Q&A Section","id":"118","title":"Q&A Section"},"119":{"body":"Dr. Joshi provided lots of perspectives from a brand-new aspect, which were extra inspirable for the whole team. First, Dr. Joshi elaborated on the practical problems that this model could potentially resolve. That the probiotic expression system could make the delivery of nanobodies easier expanded our understanding of the model as the delivery problem does not only exist in the step of bacteria delivery, it starts from the delivery of the essential nanobodies. Next, the freeze-dry delivery approach gives a less stricter storage condition of this drug, making it more available in poor areas, which corresponds with our assumed delivery method. As for the safety problem that the public is most interested in, Dr. Joshi proposed to use some molecular switches to eliminate those bacteria in addition to using safe strains like Nissle, giving important clue and indication for our project design. In the Q&A section, questions regarding drug localization, drug resistance, choice of nanobodies were mentioned by team members. Dr. Joshi gave many valuable advices depending on the questions. Overall, the interview was successful, and we were able to arm ourselves with adequate knowledge for the wet lab.","breadcrumbs":"Human Practices » Summary and Reflection","id":"119","title":"Summary and Reflection"},"12":{"body":"","breadcrumbs":"Team » Team » The whole team","id":"12","title":"The whole team"},"120":{"body":"Club expo figure 1 We participated in 2022 online DKU club expo, introducing IGEM club to international students. Our club is meant to share knowledge and techniques of biosynthesis and to seek for potential team members of DKU IGEM team next year. The relevant club activities are conducted in the form of student presentation and speeches given by guest speakers. The IGEM team composition has also been introduced to DKU students from class of 2026. We divided IGEM teamwork into 4 parts, biological experiments, modelling, wiki design and human practice. For the offline club expo, we also made a small presentation to spread common knowledge about probiotics and provided our advice for consuming commercial probiotic products. Our central idea is that the aim of commercial probiotic products should be limited to minor gut discomforts or hoping to improve general health, and long-term consumption is not suggested by doctors we consulted. Also, we introduced some potential harms of consuming probiotics, trying to give them a full image of the commonly advertised probiotic products. We brought some experimental equipment, such as microcentrifuge tubes and plates, to introduce some basic experimental skills. Students who attended the club expo got basic knowledge of how to streak in an agar plate and how to use micropipette and centrifuge machines. Besides providing basic knowledge and doing the offline presentation, we prepared some interesting questions related to Biology and gut microbiomes for college students from all majors. They were designed to enlarge their knowledge about gut microbiomes and make biology interesting. The questions include \"how H. pylori were proved to be able to cause ulcers,\" \"pick out the probiotics from several names of microorganisms,\" \"estimate the number of microorganisms in their stomach,\" and so on. Club expo figure 2","breadcrumbs":"Human Practices » Club Expo","id":"120","title":"Club Expo"},"121":{"body":"","breadcrumbs":"Human Practices » GI tract & Probiotics Brochure","id":"121","title":"GI tract & Probiotics Brochure"},"122":{"body":"The human GI (Gastrointestinal) tract consists of stomach (pH = 2), small intestine (pH = 4-5), and large intestine (pH = 7), which comprises 200 m^2 of surface area in total ( Figure 1 ). It is responsible for the digestion of food and absorption of nutrients. Figure_1 Figure 1 | The GI tract. [1]","breadcrumbs":"Human Practices » GI Tract","id":"122","title":"GI Tract"},"123":{"body":"A normal functioning human body contains the visible human organs, such as the heart, lung, brain etc. containing 10^-14 cells (~23000 genes), and the invisible microbiome, which is a group of up to 10^-14 million microbes (~9 million genes) that live in your body. These bacteria help with digestion, destroys harmful bacteria, and helps control your immune system. The interaction between the host (human) and its microbiota is complex; thus, knowing the human microbiome helps with the development of biomarkers for predicting predisposition to diseases, designing targeted therapies, personalized drug therapies and probiotics. Figure_2 Figure 2 | Oversight of major microbial populations in the body sites sampled by human microbiome projects. [2] The GI microbiota contains 10^13 to 10^14 microbial cells. Microbes in gut affect early development, health, and predisposition to disease. The microbial colonization of gut begins at birth. As is shown in Figure 2 , from sampling data of the human microbiome project, in the GI tract, the species Bacteroidetes and Firmicutes have the highest abundance, followed by Proteobacteria , Tenericutes , and others. The microbial population in different areas of the GI tract are influenced by diet and the physical conditions in the area. In the stomach and small intestine, the low pH level prevents the growth and colonization of many microbials; however, Firmicutes , Bacteroidetes , and Actinobacteria are commonly found in the gastric fluid, while Firmicutes and Proteobacteria are common in the mucus layer of the stomach. Some pathogens, such as Helicobacter pylori , are also discovered in the gastric mucosa. Figure_3 Figure 3 | Different microenvironments in the large intestine. [2] The microbiome in the large intestine generally serves as an in vivo fermentation vessel, with the microbiota using nutrients derived from the digestion of food ( Figure 3 ). The essential biochemical and metabolic contributions of intestinal microorganisms contain different types of vitamins (e.g., thiamine, riboflavin, pyridoxine, B12, K, etc.), amino acids (e.g., asparagine, glutamate, methionine, etc.), gases (e.g., CO2, CH4, H2), odor, organic acids, glycosidase reactions, and steroid metabolism. As a result, the pathological changes in the GI tract microbiome may lead to deficiencies in important metabolic reactions (e.g., lack of vitamin B12 may lead to pernicious anemia – the red blood cells cannot function well).","breadcrumbs":"Human Practices » GI Microbiome","id":"123","title":"GI Microbiome"},"124":{"body":"Currently, physicians usually recommend using antibiotics when treating GI tract bacterial infections. However, since antibiotics usually also kill the beneficial microbiota, it increases the risk of developing IBD (inflammatory bowel disease) after treatment. IBD is characterized of chronic inflammation of the GI tract, which may result in irreversible damage. In addition, some antibiotics can cause ADR (adverse drug reaction) and allergies. Therefore, the development of alternative treatment methods, such as the use of probiotics, have attracted much attention. Unlike antibiotics, probiotics do not kill all the bacteria in an unbolted way. They help inhibit the growth of pathogens and preserve the healthy microbiota via competitive exclusion, anti-adherence, etc. Recently, engineered probiotics have also become a hot topic for new drug development.","breadcrumbs":"Human Practices » GI Microbiome, Antibiotics, and Probiotics","id":"124","title":"GI Microbiome, Antibiotics, and Probiotics"},"125":{"body":"Brock, T. D., Madigan, M. T., Martinko, J. M., & Parker, J. (2003). Brock biology of microorganisms. Upper Saddle River (NJ): Prentice-Hall, 2003. Peate, I. (2018). Anatomy and physiology, 9. The gastrointestinal system. British Journal of Healthcare Assistants, 12(3), 110–114. https://doi.org/10.12968/bjha.2018.12.3.110","breadcrumbs":"Human Practices » Reference","id":"125","title":"Reference"},"126":{"body":"photo Although iGEM competition has a solid audience base in universities , students in high schools have little knowledge of iGEM competition or give up because of their limitation of conducting wetlabs. There is an increasing trend of taking probiotic products. However, there is lack of common sense of probiotics. photo To narrow the gap between public and science, we contacted with Dipont Huayao Collegiate School Kunshan, a local high school. We introduced iGEM competition and popularize the knowledge of GI tract and probiotics by giving a presentation. In the introduction of iGEM , we introduced biology team, modelling team, wiki team and human practice team, including their responsibility and collaborations between different subgroups. photo In GI tract , we introduced the process of digesting. Functions of each human organ and different intestinal floras were explained in detail. Along with knowledge, we provided two fun facts——“Mom passes gut microbiota to baby” and “Having stomachache and diarrhea before exams”. Besides GI tract, we also mentioned the harm that using antibiotics can do to gastrointestinal tract. photo In probiotics , we popularized basic knowledge of probiotics, pointed out issues that taking probiotics improperly will lead to and give our advice. After the speech, 330 high school students and teachers had a better understanding of choosing probiotic products. Students and teachers interested in participating in iGEM competition consulted with us about the future iGEM cooperations. photo","breadcrumbs":"Awards » Education","id":"126","title":"Education"},"127":{"body":"photo Although iGEM competition has a solid audience base in universities , students in high schools have little knowledge of iGEM competition or give up because of their limitation of conducting wetlabs. There is an increasing trend of taking probiotic products. However, there is lack of common sense of probiotics. photo To narrow the gap between public and science, we contacted with Dipont Huayao Collegiate School Kunshan, a local high school. We introduced iGEM competition and popularize the knowledge of GI tract and probiotics by giving a presentation. In the introduction of iGEM , we introduced biology team, modelling team, wiki team and human practice team, including their responsibility and collaborations between different subgroups. photo In GI tract , we introduced the process of digesting. Functions of each human organ and different intestinal floras were explained in detail. Along with knowledge, we provided two fun facts——“Mom passes gut microbiota to baby” and “Having stomachache and diarrhea before exams”. Besides GI tract, we also mentioned the harm that using antibiotics can do to gastrointestinal tract. photo In probiotics , we popularized basic knowledge of probiotics, pointed out issues that taking probiotics improperly will lead to and give our advice. After the speech, 330 high school students and teachers had a better understanding of choosing probiotic products. Students and teachers interested in participating in iGEM competition consulted with us about the future iGEM cooperations. photo","breadcrumbs":"Awards » Education » Education","id":"127","title":"Education"},"128":{"body":"","breadcrumbs":"Awards » Entrepreneurship","id":"128","title":"Awards"},"129":{"body":"","breadcrumbs":"Awards » Hardware","id":"129","title":"Awards"},"13":{"body":"","breadcrumbs":"Team » Attributions » Attributions","id":"13","title":"Attributions"},"130":{"body":"","breadcrumbs":"Awards » Inclusivity","id":"130","title":"Awards"},"131":{"body":"","breadcrumbs":"Awards » Measurement","id":"131","title":"Awards"},"132":{"body":"Models are powerful tools in terms of imagining reasonable future scenarios. Also, assumptions and results from the model push us to reflect on the present situation and make adjustments to our existing plans and experiments, which might also develop our final goal into a more realistic version. There are 2 modeling sections in our project: Visualization This section mainly shows the structure of proteins and their docking results, and also tries to provide guides for future experiment design. Description and Prediction of durg efficacy This section mainly describes the efficiency of protein expression, and tries to predict the scenario after a patient takes the drug.","breadcrumbs":"Awards » Model » Model","id":"132","title":"Model"},"133":{"body":"","breadcrumbs":"Awards » Model » Visualization","id":"133","title":"Visualization"},"134":{"body":"We used online softwares to help us visualize the 3D protein structures and modeled their docking scenarios, and then we evaluated their stability by using some common parameters. This section aims to visually display the protein structure synthesized in this project and provide ideas or directions for future experiments or experimental teams","breadcrumbs":"Awards » Model » Overview:","id":"134","title":"Overview:"},"135":{"body":"Our team designed DNA sequences for fusion protein-nanobody complex ourselves and these newly designed protein's 3D structures are unknown. A protein's 3D structure determines its functionality, which, in our case, would be the nanobody's docking on the membrane and its binding to the antigen. Protein structure prediction Based on the amino acid sequence of the protein, various algorithms can predict the protein's 3D structure. These algorithms use machine learning to learn from databases of known amino acid sequences and structures. It would intuitively indicate whether the designs are feasible by checking their structures. Prediction service We use Robetta and AlphaFold to predict the structure of the proteins we designed. Robetta [1] is an online public service to predict protein structure. It is based on the algorithms of Rosetta from the Rosetta Commons. Robetta is a protein structure prediction server developed by the Baker lab at the University of Washington. At it's core is the Rosetta macromolecular modeling suite developed by the Rosetta Commons, a multi-institutional collaborative research and software development group. Robetta's primary service is to predict the 3-dimensional structure of a protein given the amino acid sequence. AlphaFold [2] is a prediction software that can structure the 3D model of a protein based on its amino acid sequence, using a combination of bioinformatics and physical approaches. We run models on AlphaFold (Phenix version) [3] Colab notebook and it will automatically give the highest-scoring model. This Colab notebook is derived from ColabFold [4] and the DeepMind AlphaFold2 Colab [5] Robetta [1] and AlphaFold Colab notebook [3] both accept single-letter code amino acid sequences and generate Protein Database (PDB) files, which contains information about the protein's structure. Robetta produces 5 models of different configuration with same score for each sequence. Alphafold automatically produces the model with highest score. We view these pdb files in PyMOL [6] , a powerful tool for 3D structure visualization. Protein structure evaluation Assessment of these resultant structures from Robetta and Alphafold2 is needed for deciding which structure is more credible and can be used in future anlysis. There are several parameters to consider: ramachandran plot, overall G-factors, atomic Z-score RMS, percentage of the amino acids having scored >= 0.2 in the 3D/1D profile, overall quality factor, and Z-score. We use online server SAVES v6.0 [7] and ProSA [8] for the validation. Parameters Ramachandran plot: Ramachandran plot shows the theoretical conformation of amino acid residues and is mainly used to evaluate the model quality after homologous modeling. It considers whether the conformation of amino acids is reasonable. Based on an analysis of 118 structures of resolution of at least 2.0 Angstroms and R-factor no greater than 20%, a good quality model would be expected to have over 90% in the most favoured regions. [7] Atomic Z-score RMS: Z-score root mean square deviation (Z-score RMS) measures the \"average magnitude of the volume irregularities in the structure.\" [9] Z-score RMS for a good model should be around 1.0. Percentage of the amino acids having scored >= 0.2 in the 3D/1D profile: Indicate whether the atomic model is compatible with its amino acid sequence. It should be higher than 80% for a good model. [7] Overall quality factor: An overall score for the model provided by SAVES server [7] , ranging from 0 to 100. It should be higher than 80 for a good model. Z-score: Indicate whether the z-score of the input structure is within the range of scores typically found for native proteins of similar size [8] . All the structures shown later are the highest scoring structures. Protein structure alignment After the evaluation of models we got from Robetta [1] and AlphaFold Colab notebook [3] , we can compare the antibody structure in the model with its original structure by using PyMOL [6] alignment. If RMSD (root mean square deviation) value is very low, we regard two structures similar, which means the nanobody in our fusion-nanobody complex will theoretically function well.","breadcrumbs":"Awards » Model » Part 1: General pattern","id":"135","title":"Part 1: General pattern"},"136":{"body":"We have successfully expressed the fusion protein-nanobody complex, which is Yeast-20ipaD. Here is the highest-scoring structure of Yeast-20ipaD ( Figure 1 ). Figure 1 | 3D structure of Yeast-20ipaD complex Ramachandran plot of the above structure showed that 85.1% of residues are in the most favorite regions, and 11.9% are in the allowed regions; 1.9% of the residues are in the generously allowed regions and 1.1% in the disallowed regions. The Atomic-Z-score RMS is tested to be 1.536, which is a little bit out of range. A very good model would have a value close to 1. The percentage of the amino acids have scored >= 0.2 in the 3D/1D profile is 92.39%. The overall quality factor is 82.89, which is acceptable. ProSA calculated Z-score is -8.7, which falls in the range of scores typically found for experimentally determined (X-ray, NMR) structure for native proteins of similar size in PDB database. The calculated average energy over 40 residues is always under 0. Overall, the above structure can be regarded as a good model of Yeast-20ipaD. Figure 2 | Alignment of 20ipaD between itself in complex and it's original structure. The alignment between 20ipaD in the complex and 20ipaD's original structure shows that our complex can have good effect theoretically ( Figure 2 ). The RMSD value is tested to be 0.807, which means the complex have little influence on the structure of 20ipaD.","breadcrumbs":"Awards » Model » Part 2: Yeast-20ipaD visualization","id":"136","title":"Part 2: Yeast-20ipaD visualization"},"137":{"body":"Interaction imformation (binding sites) of 20ipaD and ipaD is found in the paper: Single-Domain Antibodies Pinpoint Potential Targets within Shigella Invasion Plasmid Antigen D of the Needle Tip Complex for Inhibition of Type III Secretion [10] . Since the alignment shows that the 20ipaD in complex is almost the same with it's original structure, we can default the binding sites unchanged. Below is the binding sites between 20ipaD and ipaD ( Figure 3 ). Figure 3 | Binding sites between 20ipaD and Ipad We provided the interaction information for online server HADDOCK [11] to simulate the docking between the complex and ipaD. Below is the docking structure ( Figure 4 ). Figure 4 | Docking between 20ipaD (in complex) and IpaD Ramachandran plot of the above structure showed that 85.0% of residues are in the most favorite regions, and 12.7% are in the allowed regions; 1.2% of the residues are in the generously allowed regions and 1.0% in the disallowed regions. The Atomic-Z-score RMS is tested to be 1.441, which is relatively close to 1. The percentage of the amino acids have scored >= 0.2 in the 3D/1D profile is 87.61%. The overall quality factor is 85.53, which is acceptable. ProSA calculated Z-score is -7.16, which falls in the range of scores typically found for experimentally determined (X-ray, NMR) structure for native proteins of similar size in PDB database. The calculated average energy over 40 residues is always under 0. Overall, the above structure indicates that 20ipaD can bind with IpaD well theoretically. Below is the alignment between our docking result and the original docking between 20ipaD and IpaD. RMSD is 0.36, which is very small and acceptable. Figure 5 | Alignment between Yeast-20ipaD-IpaD and 20ipaD-IpaD. All the above shows that our Yeast-20ipaD complex could theoretically work well when binding with IpaD.","breadcrumbs":"Awards » Model » Part 3: Docking modeling","id":"137","title":"Part 3: Docking modeling"},"138":{"body":"In this section, we would like to show other possible combinations of fusion protein-nanobody complex that might theoretically function well. To do this, we modeled their 3D structures and their docking scenarios, and analyzed them. This could be helpful for future experiment and future teams. Robetta https://robetta.bakerlab.org AlphaFold https://www.nature.com/articles/s41586-021-03819-2 AlphaFold(Phenix Version) <https://colab.research.google.com/github/phenix-project/Colabs/blob/main/alphaf old2/AlphaFold2.ipynb> ColabFold <https://colab.research.google.com/github/sokrypton/ColabFold/blob/main/AlphaFol d2.ipynb> AlphaFold2 <https://colab.research.google.com/github/deepmind/alphafold/blob/main/notebooks /AlphaFold.ipynb> PyMOL https://pymol.org/2/ SAVES https://saves.mbi.ucla.edu/ Prosa https://prosa.services.came.sbg.ac.at/prosa.php Deviations from standard atomic volumes as a quality measure for protein crystal structures <https://pubmed.ncbi.nlm.nih.gov/8950272/#:~:text=Deviations%20of%20the%20atomic %20volumes%20from%20the%20standard,magnitude%20of%20the%20volume%20irregularitie s%20in%20the%20structure.> HADDOCK online server https://wenmr.science.uu.nl/haddock2.4/ Single-Domain Antibodies Pinpoint Potential Targets within Shigella Invasion Plasmid Antigen D of the Needle Tip Complex for Inhibition of Type III Secretion. DOI: 10.1074/jbc.M117.802231 https://pubmed.ncbi.nlm.nih.gov/28842484/","breadcrumbs":"Awards » Model » Part 4: Other combinations of probiotic-nanobody complex","id":"138","title":"Part 4: Other combinations of probiotic-nanobody complex"},"139":{"body":"","breadcrumbs":"Awards » Model » Description and Prediction of drug efficacy","id":"139","title":"Description and Prediction of drug efficacy"},"14":{"body":"","breadcrumbs":"Team » Attributions » Biology team","id":"14","title":"Biology team"},"140":{"body":"Wet lab results showed that we have successfully expressed 20ipaD on the surface of Yeast. Our goal is to describe efficiency of expression and predict the scenario after the drug is released in the patient's jejunal.","breadcrumbs":"Awards » Model » Overview:","id":"140","title":"Overview:"},"141":{"body":"To describe how efficient is Yeast concerning the expression of 20ipaD, we manually calculated the efficiency by counting the number of Yeast cells that expressed 20ipaD and the total number of Yeast cells ( Figure 1 ). Figure 1 | Fluorescent cells for Yeast cells that obviously expressed 20ipaD. Dark cells for no or very little expression","breadcrumbs":"Awards » Model » Part 1: Protein expression efficiency","id":"141","title":"Part 1: Protein expression efficiency"},"142":{"body":"","breadcrumbs":"Awards » Model » Part 2: Prediction of post-medication scenario","id":"142","title":"Part 2: Prediction of post-medication scenario"},"143":{"body":"","breadcrumbs":"Awards » Plant","id":"143","title":"Awards"},"144":{"body":"","breadcrumbs":"Awards » Software","id":"144","title":"Awards"},"145":{"body":"","breadcrumbs":"Awards » Sustainable » Sustainable Development Goals (SDGs)","id":"145","title":"Sustainable Development Goals (SDGs)"},"146":{"body":"Scientific research has always had far-reaching significance in our study and daily routine, and even in the development of the whole society. Scientific research can comprehend us a better understanding of the nature and properties of matter. Analyzing the research objects elaboratively can accelerate the development of human knowledge accumulation. Our project follows a shared blueprint for peace and prosperity for people and the planet whose heart is the 17 sustainable development goals (UN, 2022). We respond to the urgent call for action by all countries that end poverty and other deprivations, improve health and education, reduce inequality, and spur economic growth (UN, 2022). This year, our team aims to provide a biological method for battling antibiotic-resistant pathogens by displaying nanobodies on the surface of the probiotics . Our method can not only reduce antibiotic resistance but minimize side effects including the degradation of GI tract microbiome diversity while having stronger pathogen inhibition compared to traditional probiotic treatment (Langdon et al., 2016). Project “GutGuard” is mainly based on Goals 3, 9, 17","breadcrumbs":"Awards » Sustainable » Introduction","id":"146","title":"Introduction"},"147":{"body":"Ensure healthy lives and promoting well-being for all persons with disabilities We prospect our team’s project can make our local community and even the world conscious of the prominence of life and health, especially the gut problem. The gut problem may cause a person to struggle to absorb nutrients and regulate blood sugar. Additionally, weight loss or gain may be caused by bacteria overgrowth or lack of nutrients. The current therapeutics is antibiotics and the potential problem with the usage of antibiotics is that taking antibiotics too often or for the wrong reasons can change bacteria so much that antibiotics do not work against them (Cronan, 2019). Moreover, long-term use of antibiotics in late adulthood may be a risk factor for all-cause and cardiovascular mortality (Heianza, 2020). As the current therapies of antibiotics promote Shigella to develop antibiotic resistance, we are inspired by this problem and focus on shigella’s drug. Reducing antibiotic resistance and minimizing the side effects including the degradation of GI tract microbiome diversity can be achieved compared to the traditional probiotic treatment (Langdon et al., 2016). We mainly worked toward contributing to target 3.5 (Strength the prevention and treatment of substance abuse, including narcotic drug abuse and harmful use of alcohol) (UN, 2022).","breadcrumbs":"Awards » Sustainable » Goal 3| Good health and well-being","id":"147","title":"Goal 3| Good health and well-being"},"148":{"body":"Build resilient infrastructure, promote inclusive and sustainable industrialization and foster innovation We are capable to lead a new approach and ideologically telling certain product developers to dare to innovate and not to stick to antibiotics to create drugs. To contribute to the goal, we aimed at target 9.5 (Enhance scientific research, upgrade the technological capabilities of industrial sectors in all countries, in particular developing countries, including, by 2030, encouraging innovation and substantially increasing the number of research and development workers per 1 million people and public and private research and development spending) (UN, 2022). We proposed a novel scientific solution to an existing global problem. We mainly focused on a novel method for battling antibiotic-resistant pathogens by displaying nanobodies on the surface of the probiotics . While meeting the goal, our laboratory team did various ways (using three different cells for trial: E. coli, Yeast and Lactococcus lactis) to achieve and increase the possibility of success. Additionally, our team collaborates with other iGEM teams from developing countries to contribute to scientific advancement there.","breadcrumbs":"Awards » Sustainable » Goal 9| Industry, Innovation and Infrastructure","id":"148","title":"Goal 9| Industry, Innovation and Infrastructure"},"149":{"body":"Strengthen the means of implementation and revitalize the global partnership for sustainable development We, as a team, share and hold the view of win-win cooperation. We know that iGEM is not just a competition, but a platform for mutual communication and cooperation. We welcome various teams coming from different backgrounds and help to create solutions to the question. Our team strictly followed target 17.16 (Enhance the global partnership for sustainable development, complemented by multi-stakeholder partnerships that mobilize and share knowledge, expertise, technology, and financial resources, to support the achievement of the sustainable development goals in all countries, in particular developing countries.) (UN, 2022). Our team played an active part in collaborating with other iGEM teams (LZU and XJLTU) to gain insights into local society and comprehend more knowledge. This kind of collaboration enriched us and ensured the sharing of knowledge and raising of awareness on both sides.","breadcrumbs":"Awards » Sustainable » Goal 17| Partnerships for the goals","id":"149","title":"Goal 17| Partnerships for the goals"},"15":{"body":"Biology Team leader. In charge of wet lab organization and human practice organizations. Designed the overall topic and approach of the problem to tackle with synthetic biology design. Designer of E.coli csgA surface display and lab experiments of the E. coli group.","breadcrumbs":"Team » Attributions » Yixuan Wu (Lisa)","id":"15","title":"Yixuan Wu (Lisa)"},"150":{"body":"To sum up, we address and fulfill sustainable development goals 3, 9, and 17 . While meeting the goal of displaying nanobodies on the surface of the probiotics to battle antibiotic-resistant pathogens, we can also contribute to improved healthcare globally in the sustainable development aspect. It can not only reduce antibiotic resistance but minimize side effects including the degradation of GI tract microbiome diversity. The inhibition of the pathogen will be stronger compared to traditional probiotic treatment. Our methods are easy to use and can be improved for further applications.","breadcrumbs":"Awards » Sustainable » Conclusion","id":"150","title":"Conclusion"},"151":{"body":"United Nations. (2022). The 17 goals | sustainable development. United Nations. https://sdgs.un.org/goals United Nations. (2022). #ENVISION2030: 17 goals to transform the world for persons with disabilities enable. United Nations. https://www.un.org/development/desa/disabilities/envision2030.html Langdon, A., Crook, N., & Dantas, G. (2016, April 13). The effects of antibiotics on the microbiome throughout development and alternative approaches for therapeutic modulation. Genome medicine. https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4831151/ Cronan, K. M. (Ed.). (2019, July). The danger of antibiotic overuse (for parents) - nemours kidshealth. KidsHealth. Retrieved September 28, 2022, from https://kidshealth.org/en/parents/antibiotic-overuse.html Heianza, Y., Ma, W., Li, X., Cao, Y., Chan, A. T., Rimm, E. B., Hu, F. B., Rexrode, K. M., Manson, J. A. E., & Qi, L. (2020). Duration and life-stage of antibiotic use and risks of all-cause and cause-specific mortality. Circulation Research, 126(3), 364–373. https://doi.org/10.1161/circresaha.119.315279","breadcrumbs":"Awards » Sustainable » References","id":"151","title":"References"},"152":{"body":"Attribution 4.0 International (CC BY 4.0) https://creativecommons.org/licenses/by/4.0/ ======================================================================= Creative Commons Corporation (\"Creative Commons\") is not a law firm and does not provide legal services or legal advice. Distribution of Creative Commons public licenses does not create a lawyer-client or other relationship. Creative Commons makes its licenses and related information available on an \"as-is\" basis. Creative Commons gives no warranties regarding its licenses, any material licensed under their terms and conditions, or any related information. Creative Commons disclaims all liability for damages resulting from their use to the fullest extent possible. 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Except for the limited purpose of indicating that material is shared under a Creative Commons public license or as otherwise permitted by the Creative Commons policies published at creativecommons.org/policies, Creative Commons does not authorize the use of the trademark \"Creative Commons\" or any other trademark or logo of Creative Commons without its prior written consent including, without limitation, in connection with any unauthorized modifications to any of its public licenses or any other arrangements, understandings, or agreements concerning use of licensed material. For the avoidance of doubt, this paragraph does not form part of the public licenses. Creative Commons may be contacted at creativecommons.org.","breadcrumbs":"LICENSE","id":"152","title":"LICENSE"},"16":{"body":"Co-established the project topic. In charge of lab design and wet lab for the yeast group. Also assisted in Wiki writing and expert interview.","breadcrumbs":"Team » Attributions » Yuxin Wang","id":"16","title":"Yuxin Wang"},"17":{"body":"In charge of background research, E. coli group lab design, wet labs & wiki writing. Hosted journal clubs and science lectures for human practice.","breadcrumbs":"Team » Attributions » Yunyi Ru","id":"17","title":"Yunyi Ru"},"18":{"body":"Designed lactococcus lab procedures and in charge of lactococcus and yeast lab experiments. Conducted expert interviews for human practice.","breadcrumbs":"Team » Attributions » Zhujun Yao","id":"18","title":"Zhujun Yao"},"19":{"body":"Proposed the project topic, participated in plasmid design and workflow design of E.coli group, participated in wet labs and background research. Helped conduct collaboration with XJLTU as a part of human practice.","breadcrumbs":"Team » Attributions » Chang Shen","id":"19","title":"Chang Shen"},"2":{"body":"Yixuan Wu (Lisa) Yixuan Liu Sihan Wang Zhujun Yao Lingrui Lai Yuxin Wang Jingyun Jin Chang Shen Yunyi Ru Renwei Gao Qizhou Jiang","breadcrumbs":"Team » Biology","id":"2","title":"Biology"},"20":{"body":"Responsible for wet lab design and experiment for yeast group. Contribute to Human Practice with Conference of China iGEMer Community.","breadcrumbs":"Team » Attributions » Lingrui Lai","id":"20","title":"Lingrui Lai"},"21":{"body":"Helped conduct human practices and wetlabs for the yeast group. Designed the safety and education wiki and organized local high school activities education.","breadcrumbs":"Team » Attributions » Qizhou Jiang","id":"21","title":"Qizhou Jiang"},"22":{"body":"Helped with background research, designed lab detection protocols for the lactococcus group, conducted wetlab experiments, helped with human practice organization including journal club organization and wiki writing.","breadcrumbs":"Team » Attributions » Sihan Wang","id":"22","title":"Sihan Wang"},"23":{"body":"Organized and chaired the iGEM2022 Journal Club Seminar ever since 2021. Actively participate in human practice part including designing and popularizing events in local collegiate school. Help conduct wet labs.","breadcrumbs":"Team » Attributions » Yixuan Liu","id":"23","title":"Yixuan Liu"},"24":{"body":"Fund manager of the team, in charge of labware purchasing, helped with background research and survey distribution as a part of human practice.","breadcrumbs":"Team » Attributions » Renwei Gao","id":"24","title":"Renwei Gao"},"25":{"body":"Helped design survey as a part of human practice, helped with E. coli wet lab experiments.","breadcrumbs":"Team » Attributions » Jingyun Jin","id":"25","title":"Jingyun Jin"},"26":{"body":"","breadcrumbs":"Team » Attributions » Modeling team","id":"26","title":"Modeling team"},"27":{"body":"Organized protein structure and docking modeling. Helped conduct human practice. Shot and edited the promotion video. Wiki writing.","breadcrumbs":"Team » Attributions » Zhenyu Xu","id":"27","title":"Zhenyu Xu"},"28":{"body":"Main Wiki developer and technical support. Built the Wiki infrastructure. Set up and maintains the GitLab repository for team communication and Wiki editing. Introduced Git and GitLab to the team and helped the team adopt to the workflow on GitLab. Helped with protein modeling using RoseTTAFold, Robetta, and PyMOL.","breadcrumbs":"Team » Attributions » Sichang He (Steven)","id":"28","title":"Sichang He (Steven)"},"29":{"body":"Conceptualized cell surface display technology project during preliminary brainstorming and provided proof of concept through review of related literature. Wrote the project abstract and refined general methodology framework. Built protein models for candidate microbes via Alphafold and Haddock and evaluated fidelity of each model via quantiative metrics. Modelled growth of chosen microbe model computationally.","breadcrumbs":"Team » Attributions » Jasmine Santos","id":"29","title":"Jasmine Santos"},"3":{"body":"Sichang He (Steven) Jasmine Santos Yuxiang He Zhenyu Xu","breadcrumbs":"Team » Modeling","id":"3","title":"Modeling"},"30":{"body":"Built a 3D model for the drug delivery system.","breadcrumbs":"Team » Attributions » Yuxiang He","id":"30","title":"Yuxiang He"},"31":{"body":"","breadcrumbs":"Team » Attributions » Advising support","id":"31","title":"Advising support"},"32":{"body":"Overall project advising, principal investigator.","breadcrumbs":"Team » Attributions » Linfeng Huang","id":"32","title":"Linfeng Huang"},"33":{"body":"Oversee wet lab experiments and overall project advising.","breadcrumbs":"Team » Attributions » Jiani Chen","id":"33","title":"Jiani Chen"},"34":{"body":"Oversee wet lab experiments, helped optimize lab protocols and troubleshooting.","breadcrumbs":"Team » Attributions » Yang Yu","id":"34","title":"Yang Yu"},"35":{"body":"Thanks to the generous funding support of Duke Kunshan University Natural Science Divisions, Wang-Cai Biochemistry Lab, Synear Food Molecular Biology Lab, DKU Innovation and Entrepreneurship Initiative, and Marcia B. France, DKU Dean of Undergraduate Studies. Thanks to free licenses provided by SnapGene.","breadcrumbs":"Team » Attributions » Funding support","id":"35","title":"Funding support"},"36":{"body":"Thanks to Dr. Floyd Beckford and Dr. Huansheng Cao at Duke Kunshan University, Dr. Neel Joshi from Northwestern University, and Dr. Jisheng Lin at Sinovac Biotech CO.,LTD. for providing effective advice on our project design and development.","breadcrumbs":"Team » Attributions » Communications support","id":"36","title":"Communications support"},"37":{"body":"We collaborated with LZU, another iGEM team focusing on probiotics, on education. We found that there are many misleading claims about probiotics and their effects in the market, so we planned to conduct science promotion in local areas to improve people's understanding of probiotics. We chose a local international university to give a lecture on science popularization, and more than 300 middle and high school students and teachers attended.","breadcrumbs":"Team » Collaborations » Collaborations","id":"37","title":"Collaborations"},"38":{"body":"","breadcrumbs":"Project » Communication","id":"38","title":"Communication"},"39":{"body":"We had science communications during different stages of our project. We designed these communications to have different manner, audience and scope, aiming at informing, educating, raising awareness of the topic of Gastrointestinal health, and increasing the sense of wonder about fighting against antibiotic resistance.","breadcrumbs":"Project » Overview","id":"39","title":"Overview"},"4":{"body":"Jiani Chen Yang Yu","breadcrumbs":"Team » Advisor","id":"4","title":"Advisor"},"40":{"body":"Before the experiment, we designed and published a questionnaire about antibiotic treatment and dysentery on social network platform, and obtained more than 500 responses from people of different regions, age groups and education levels in China. We found that many people, although aware of dysentery, do not know how it is transmitted or the bacteria that causes it. This makes us realize the importance of science popularization. Meanwhile, people have different levels of concern about antibiotic resistance, which means it is necessary for us to focus on antibiotic therapy replacement.","breadcrumbs":"Project » Socially-Oriented Questionnaire","id":"40","title":"Socially-Oriented Questionnaire"},"41":{"body":"As an undergraduate team, we participated in the 2022's College Student Innovation and Entrepreneurship Training Program—a national training program for college students on innovation and entrepreneurship. In this way, we can better promote the topic of synthetic biology to the DKU community and attract more fresh blood to participate in innovation. We made posters and participated in project exhibitions, and were regularly inspected by the jury on campus. In addition, we have established a journal club, where different members of the team introduce cutting-edge knowledge about synthetic biology every two weeks, and we are happy to see many freshmen participating.","breadcrumbs":"Project » On-Campus Communication","id":"41","title":"On-Campus Communication"},"42":{"body":"In order to carry out science communications on a larger scale, we participated the 9th CCiC Conference (Conference of China iGEMer Community), which is a national summit independently initiated by Chinese iGEM teams, aiming to provide a platform for iGEM teams to share resources and promote mutual learning and communication. We made poster and presented at the conference, answering questions from the audience and judges. After the conference, we collaborated with team LZU on science popularization about probiotics.","breadcrumbs":"Project » CCiC: iGEM community in China","id":"42","title":"CCiC: iGEM community in China"},"43":{"body":"In the later stage of the experiment, in order to better promote the knowledge of synthetic biology and gastrointestinal health in the local area, we contacted a local international high school and successfully delivered popular science lectures to more than 330 middle and high school students and teachers.We distributed science manuals to everyone in the audience and introduced the GI tract, dysentery, probiotic therapy, and antibiotic resistance.","breadcrumbs":"Project » Local School Education","id":"43","title":"Local School Education"},"44":{"body":"Throughout the project, we never stopped science communication with different groups. The social questionnaire allowed us to identify the need for the program; the school publicity has attracted a batch of fresh blood to join the research and innovation of synthetic biology; the communication and cooperation with other Chinese IGEM teams enabled us to learn more knowledge, and also to understand the current issues of synthetic biology in China that deserve attention. The science popularization and education in local schools also gave us the opportunity to communicate with middle and high school students, understand their ideas and answer their doubts.","breadcrumbs":"Project » Summary","id":"44","title":"Summary"},"45":{"body":"","breadcrumbs":"Project » Communication » Communication","id":"45","title":"Communication"},"46":{"body":"We had science communications during different stages of our project. We designed these communications to have different manner, audience and scope, aiming at informing, educating, raising awareness of the topic of Gastrointestinal health, and increasing the sense of wonder about fighting against antibiotic resistance.","breadcrumbs":"Project » Communication » Overview","id":"46","title":"Overview"},"47":{"body":"Before the experiment, we designed and published a questionnaire about antibiotic treatment and dysentery on social network platform, and obtained more than 500 responses from people of different regions, age groups and education levels in China. We found that many people, although aware of dysentery, do not know how it is transmitted or the bacteria that causes it. This makes us realize the importance of science popularization. Meanwhile, people have different levels of concern about antibiotic resistance, which means it is necessary for us to focus on antibiotic therapy replacement.","breadcrumbs":"Project » Communication » Socially-Oriented Questionnaire","id":"47","title":"Socially-Oriented Questionnaire"},"48":{"body":"As an undergraduate team, we participated in the 2022's College Student Innovation and Entrepreneurship Training Program—a national training program for college students on innovation and entrepreneurship. In this way, we can better promote the topic of synthetic biology to the DKU community and attract more fresh blood to participate in innovation. We made posters and participated in project exhibitions, and were regularly inspected by the jury on campus. In addition, we have established a journal club, where different members of the team introduce cutting-edge knowledge about synthetic biology every two weeks, and we are happy to see many freshmen participating.","breadcrumbs":"Project » Communication » On-Campus Communication","id":"48","title":"On-Campus Communication"},"49":{"body":"In order to carry out science communications on a larger scale, we participated the 9th CCiC Conference (Conference of China iGEMer Community), which is a national summit independently initiated by Chinese iGEM teams, aiming to provide a platform for iGEM teams to share resources and promote mutual learning and communication. We made poster and presented at the conference, answering questions from the audience and judges. After the conference, we collaborated with team LZU on science popularization about probiotics.","breadcrumbs":"Project » Communication » CCiC: iGEM community in China","id":"49","title":"CCiC: iGEM community in China"},"5":{"body":"Lingfeng Huang","breadcrumbs":"Team » Principal Investigator","id":"5","title":"Principal Investigator"},"50":{"body":"In the later stage of the experiment, in order to better promote the knowledge of synthetic biology and gastrointestinal health in the local area, we contacted a local international high school and successfully delivered popular science lectures to more than 330 middle and high school students and teachers.We distributed science manuals to everyone in the audience and introduced the GI tract, dysentery, probiotic therapy, and antibiotic resistance.","breadcrumbs":"Project » Communication » Local School Education","id":"50","title":"Local School Education"},"51":{"body":"Throughout the project, we never stopped science communication with different groups. The social questionnaire allowed us to identify the need for the program; the school publicity has attracted a batch of fresh blood to join the research and innovation of synthetic biology; the communication and cooperation with other Chinese IGEM teams enabled us to learn more knowledge, and also to understand the current issues of synthetic biology in China that deserve attention. The science popularization and education in local schools also gave us the opportunity to communicate with middle and high school students, understand their ideas and answer their doubts.","breadcrumbs":"Project » Communication » Summary","id":"51","title":"Summary"},"52":{"body":"We designed cell surface display platforms for probiotics including yeast, E. coli Nissle 1917, and L. lactis . To be specific, the yeast Aga2 surface display platform for nanobodies were developed, We also designed a novel way to detect protein surface expression by using flow cytometry. Another contribution is protein modeling protocol. We designed an integrated protocol involving the usage of PyMol, RobeTTA, and Alphafold2. Through literature review, we were able to determine multiple parameters that measure the accuracy of the protein model, and conducted evaluation on our protein design.","breadcrumbs":"Project » Contribution » Contribution","id":"52","title":"Contribution"},"53":{"body":"Cell surface display platforms can be utilized to cater to many protein engineering and therapeutic drug design purposes. In our case, the therapeutic effect and the nanobody localization on the cellular membrane of yeast yields future possibilities for iGEM teams to utilize this surface display platform based on the yeast Aga2 protein, specifically for therapeutic designs, but possible to be utilized to express other proteins as well.","breadcrumbs":"Project » Contribution » Cell surface display platforms","id":"53","title":"Cell surface display platforms"},"54":{"body":"Online programs are helpful for visualizing and analyzing the structure of different proteins and their docking scenarios. We use Robetta and Alphafold2 to model the structures of our protein, and used HADDOCK to visualize the docking structure. Evaluation focuses on different parameters: Ramachandran plot, Overall G-factors, Atomic Z-score RMS, Percentage of the amino acids having scored >= 0.2 in the 3D/1D profile, Overall quality factor, and Z-score. These parameters determine whether a certain structure is stable.","breadcrumbs":"Project » Contribution » Integrated protein modeling protocol","id":"54","title":"Integrated protein modeling protocol"},"55":{"body":"The Shigella species is listed as one of the eight dangerous drug resistant bacteria [1] , with associated mortalities projected to rise to 10 million globally by 2050. The use of conventional antibiotics aggravates the multidrug resistance of most Shigella strains. Besides aiding in the selection of resistant pathogens, antibiotics reduce intestinal species diversity and population, and disrupt the defensive, metabolic, and trophic functions of interdependent microbes [2] . Engineered probiotics with cell surface display systems are promising in tackling this problem due to a weaker selective pressure and specific binding proteins that are less likely to disrupt the host gut microbiome. Through literature review, E. coli Nissle 1917, yeast and L. lactis are chosen for expression because their probiotic nature present no known harm to the GI tract and the convenience in lab culturing. Centers for Disease Control and Prevention. (2019). 2019 AR Threats Report. https://www.cdc.gov/drugresistance/biggest-threats.html Francino, M. P. (2016, January 1). Antibiotics and the human gut microbiome: Dysbioses and accumulation of resistances. Frontiers. Retrieved March 28, 2022, from https://www.frontiersin.org/articles/10.3389/fmicb.2015.01543/full","breadcrumbs":"Project » Description » Project Description","id":"55","title":"Project Description"},"56":{"body":"","breadcrumbs":"Project » Engineering » Engineering Cycle","id":"56","title":"Engineering Cycle"},"57":{"body":"This page will give a detailed explanation about the engineering cycle. To make yeast capable of displaying the target nanobody 20ipaD on the cell surface, 20ipaD gene was inserted behind the yeast membrane-sealed protein Aga 2; therefore, Aga 2 would bring the nanobody to the cell surface. The recombinant plasmid pYD1-20ipaD was successfully built, which was supported by PCR amplification data and sequencing data. Apart from yeast, Lactococcus lactis and Escherichia coli were also chosen as probiotics for surface displace of nanobodies at the beginning, where 20ipaD/JPS-G3 and control 3xFLAG tags were inserted into pNZ8148 (L. lactis) and pET30a (E. coli) for expression respectively. However, due to failure in transformation and plasmid construction, only yeast was selected as the final product.","breadcrumbs":"Project » Engineering » Introduction","id":"57","title":"Introduction"},"58":{"body":"","breadcrumbs":"Project » Engineering » Engineering Cycle","id":"58","title":"Engineering Cycle"},"59":{"body":"Cycle 1 Design We located a single-domain antibody (VHH) named 20ipaD from the database, whose binding ability with the needle tip protein ipaD of Shigella type III secretion system has be testified (Barta et al., 2017; Sierocki et al., 2021). Peptide sequences of 20ipaD from Barta et al (2017). Codon optimization was performed to get DNA sequences. Two flank sequences containing XhoI and ApaI cutting sites as well as C-terminal Flag-tag were added to the ipaD DNA sequence. Build Designed 20ipaD sequences were chemically de novo synthesized and sent in pUC19. XhoI and ApaI double-digestion enabled us to ligate the 20ipaD DNA sequence into pYD1, a plasmid allowing the surface display of the gene it carries in yeast. The ligation of 20ipaD into pYD1 generates a DNA sequencing coding a recombinant protein of 20ipaD and Aga2, a yeast extracellular membrane protein. pYD1 also contained a replication origin recognized by bacteria and an ampicillin resistance gene. After plasmid ligation, recombinant plasmids were transferred into E. coli to get a clone via ampicillin selection. Cloned plasmids were then transferred into yeast cells. Yeast cells containing the plasmid were selected by tryptophane-deficient medium. Expression of the recombinant protein was induced by add galactose. Test After transformation of recombinant plasmid into E. coli and single colony collection, we perform enzyme digestion and gel electrophoresis to check if the ligation and transformation is successful. For expression assay, we incubated induced yeast cells with anti-flag-tag primary antibody. After incubating with FITC conjugated secondary antibody, cells were examined under florescence microscopy and flow cytometry. Learn Recombinant proteins were observed to express on the cell surfaces on a portion of the cell population. We therefore planned to further testify the effectiveness of our recombinant protein. Though previous modeling through Rosetta suggested that the recombinant Aga2 region as well as the linkers sequences do not undermine the correct folding of the VHH part, we still sought for a experimental support as well as a way to quantify the binding affinity. Cycle 2 Design In this cycle, we aimed to test binding affinity between the recombinant nanobody and the ipaD epitopes. ipaD were retrieved from NCBI database. Codon optimization was also performed to collect the DNA sequence. Similar to 20ipaD, flank regions were inserted into ipaD except the substitution of Flag-tag to HA-tag. Build Synthesized ipaD sequences were got from the same company. Using the same method, we expressed ipaD recombinant protein of the yeast surface. Test Learn Cycle 3 Design In this cycle, we aims to improve the expression level of the recombinant protein. Energy flows within the yeast cells would be controlled to concentrate more on protein production rather than other metabolic activities. We started by looking for a strong and continuously expressed promoter to drive the expression of 20ipaD recombinant protein. At the same time, we also tried to reduce other cellular activities. Cycle 4 Design In this cycle, we aims to improve the binding affinity of the recombinant protein with the antigen epitope. We would perform error prone PCRs to introduce mutations into 20ipaD sequences. Concentrations of the nucleotide analogs would be controlled so that only point mutants would be produced. All mutants would be screened to identify binding affinity improvements. To reduce the workload of screening, we would perform a modeling prescreen. In the prescreen, we would predict how single amino acid change influence the binding affinity between 20ipaD and ipaD.","breadcrumbs":"Project » Engineering » Yeast","id":"59","title":"Yeast"},"6":{"body":"","breadcrumbs":"Team » The whole team","id":"6","title":"The whole team"},"60":{"body":"Cycle 1 Design At first, we wanted to obtain the sequence of both 20ipaD and control flag-tag so that we could amplify them via PCR reaction. The 20ipaD is one of the single-VH domain antibodies (VHHs) capable of recognizing distinct epitopes within the antigen IpaD of pathogen Shigella. In this way, we hoped that by fusing 20ipaD and control flag-tag into the Lactococcus lactis expression vector pNZ8148, we would achieve the surface display and expression of 20ipaD on Lactococcus lactis . Build To obtain the sequence of 20ipaD, we constructed the plasmid with the 20ipaD sequence surrounded by two different restriction sites of enzymes BamHI and SacI. In this way, through the restrictive digestion of Bam HI and Sac I, ideally the sequence of 20ipaD would be obtained. The similar construction was also applied with the sequence of control flag-tag, where the enzymes used for restrictive digestion were changed to be NcoI and HindIII. Test After successfully received the synthesized plasmid sequence for 20ipaD and control flag-tag, we conducted the digestion of BamHI and SacI for the obtain of 20ipaD sequence, and the digestion of Nco I and Hind III for the obtain of control flag-tag sequence. Gel electrophorese was applied to confirm the size of the sequence. Control flag-tag sequence was successfully obtained. However, according to the gel picture, the band of 20ipaD showed a very different size from that in theory. Learn We checked the source of error and found that the designed sequence of 20ipaD has been inserted into the pUC19 vector when being synthesized by the company. Unfortunately, pUC19 vector also contained a restriction site for BamHI itself, thus leading to a different enzymatic digestion than what we have expected before. Cycle 2 Design Since pUC19 vector also contained a restriction site for BamHI itself, which would lead to unspecific enzymatic digestion and the failure of getting 20ipaD sequence, we redesigned the experimental steps in order to overcome such a problem. Build In this try, we would do the PCR amplification of 20ipaD sequence to insert it directly into the pNZ8148 vector first. This would circumvent the enzymatic digestion of pUC19 vector by BamHI that had the insertion of 20ipaD. Learn From this process we learnt that when the synthesized plasmid went wrong from our expectations, apart from directly asking the company to redo the synthesis, we could also alter the steps of ligation via PCR reaction to solve the problem. Cycle 3 Design We wanted to insert the engineered pNZ8148 vector with 20ipaD into the strain Lactococcus lactis NZ9000. According to literature review, electroporation is the commonly used technique to insert vectors into Lactococcus lactis . Build When the OD600 of Lactococcus lactis reached 0.3, the bacteria would be subjected to electroporation. The bacteria would be washed with liquid detergent I containing 0.5mol∙L-1 sucrose and 10% glycerol for the insertion of 0.2 μg vector. The pulse of electroporation was delivered by a Gene-Pulser (Scientz) at 25μF and 2.5kV, while the electroporation cuvette (0.2cm in size) was connected in parallel to a 400-Ω resistor (the parameters were searched online and were consulted from technician at Scientz). According to multiple researches done previously, the transformation efficiency would be the highest is the recovery time is 1.5h after electroporation. Test The process of electroporation was not successful because we failed to insert the vector into Lactococcus lactis . Learn We suspect that the making of electrocompetent cells might be the source of failure. After checking with the team advisor, we found that the type of glycerol used was intended for protein purification, which could cause problems for the electrocompetent cell. Cycle 4 Design To further increase efficiency, after doing more literature reviews we added the pretreatment of Lactococcus lactis with lithium acetate (LiAc) and/or dithiothreitol (DTT). We also substituted the type of glycerol used based on the previous error analysis. Build According to the newly found protocol, the Lactococcus lactis was firstly suspended at room temperature for 30 min in 8ml of 100mM LiAc, 10mM DTT, 0.6M sucrose, and 10mM Tris-HCl (pH=7.5). Following the treatment, Lactococcus lactis was pelleted and was resuspended in 1.5ml microcentrifuge tube, and was then washed as previously described. Afterwards, electroporation was conducted as previously described.","breadcrumbs":"Project » Engineering » Lactococcus lactis","id":"60","title":"Lactococcus lactis"},"61":{"body":"E. coli Engineering Cycle Cycle 1 Design Initially, we planned to try three different nanobodies (20ipaD, JPS-G3, and JMK-H2) agianst the Shigella antigen ipaD from a research paper [1] . We also wanted to try two different surface display systems, beta domain of the E. coli outer membrane protein intimin [2] and the E. coli curli fiber protein, csg B [3] . Our target probiotic is E. coli Nissle 1917 [3] . By inserting the target nanobody sequence behind intimin or csg B, reconstructing the plasmid pET30a and transforming the plasmid into E. coli Nissle 1917, we expect the protein to be displayed on the surface of E. coli , so that it can capture the pathogen via antigen-antibody binding. Build & Test We designed the following sequences to make the recombinant protein. intimin-20ipaD-3xFLAG csgB-JMK-H2-3xFLAG JPS-G3-3xFLAG ipaD-3xHA However, due to limitations in budget & time for gene synthesis, we only have JPS-G3-3xFLAG and ipaD-3xHA (inserted into pUC19 plasmids). By plasmid extraction, double digestion ( Bam HI & Xho I) and PCR, we successfully obtained the sequences and verified the accuracy by Sanger sequencing, but we don't have csgB or intimin for surface display. Learn Complex sequences including potential harmful genes may impact synthesis efficiency. Cycle 2 Design Alternatively, we chose the curli fiber csg A [4] sequence for surface display. Build & Test We designed the following sequences: csgA-JPS-G3-3xFLAG csgA-ipaD-3xHA (displaying the antigen on the surface of E. coli BL21 to mimic Shigella flexneri , so that the effectiveness can be evaluated) csg A gene is obtained from the E. coli strains (pGEX-4T-1-csgA-shMT) provided by the XJLTU iGEM team via PCR. To connect different parts, we plan to use overlapping PCR.","breadcrumbs":"Project » Engineering » Escherichia coli","id":"61","title":"Escherichia coli"},"62":{"body":"Barta, M., Shearer, J., Arizmendi, O., Tremblay, J., Mehzabeen, N., Zheng, Q., . . . Picking, W. (2017). Single-domain antibodies pinpoint potential targets within Shigella invasion plasmid antigen D of the needle tip complex for inhibition of type III secretion. Journal of Biological Chemistry , 292, jbc.M117.802231. doi:10.1074/jbc.M117.802231 Salema, V., Marín, E., Martínez-Arteaga, R., Ruano-Gallego, D., Fraile, S., Margolles, Y., Teira, X., Gutierrez, C., Bodelón, G., & Fernández, L. Á. (2013). Selection of Single Domain Antibodies from Immune Libraries Displayed on the Surface of E. coli Cells with Two β-Domains of Opposite Topologies. PLoS ONE , 8(9), e75126. https://doi.org/10.1371/journal.pone.0075126 Gelfat, I., Aqeel, Y., Tremblay, J. M., Jaskiewicz, J. J., Shrestha, A., Lee, J. N., Hu, S., Qian, X., Magoun, L., Sheoran, A., Bedenice, D., Giem, C., Manjula-Basavanna, A., Osburne, M. S., Tzipori, S., Shoemaker, C. B., Leong, J. M., & Joshi, N. S. (2021). Single domain antibodies against enteric pathogen virulence factors are active as curli fiber fusions on probiotic E. coli Nissle 1917 (p. 2021.06.18.448998). bioRxiv . https://doi.org/10.1101/2021.06.18.448998 Barta, M. L., Shearer, J. P., Arizmendi, O., Tremblay, J. M., Mehzabeen, N., Zheng, Q., Battaile, K. P., Lovell, S., Tzipori, S., Picking, W. D., Shoemaker, C. B., & Picking, W. L. (2017). Single-domain antibodies pinpoint potential targets within Shigella invasion plasmid antigen D of the needle tip complex for inhibition of type III secretion. J Biol Chem, 292(40), 16677-16687. https://doi.org/10.1074/jbc.M117.802231 Sierocki, R., Jneid, B., Orsini Delgado, M. L., Plaisance, M., Maillere, B., Nozach, H., & Simon, S. (2021). An antibody targeting type III secretion system induces broad protection against Salmonella and Shigella infections. PLoS Negl Trop Dis, 15(3), e0009231. https://doi.org/10.1371/journal.pntd.0009231","breadcrumbs":"Project » Engineering » Reference","id":"62","title":"Reference"},"63":{"body":"","breadcrumbs":"Project » Experiments » Experiment","id":"63","title":"Experiment"},"64":{"body":"This page will give a detailed record about the experiment process, including the lab notes and protocols.","breadcrumbs":"Project » Experiments » Introduction","id":"64","title":"Introduction"},"65":{"body":"","breadcrumbs":"Project » Experiments » Experiment","id":"65","title":"Experiment"},"66":{"body":"Lab Notes Protocols","breadcrumbs":"Project » Experiments » Yeast","id":"66","title":"Yeast"},"67":{"body":"Lab Notes Protocols","breadcrumbs":"Project » Experiments » Lactococcus lactis","id":"67","title":"Lactococcus lactis"},"68":{"body":"Lab Notes Please see attached. E. coli Lab Notes Protocols Please see attached. E. coli Protocols","breadcrumbs":"Project » Experiments » Escherichia coli","id":"68","title":"Escherichia coli"},"69":{"body":"","breadcrumbs":"Project » Notebook","id":"69","title":"Project"},"7":{"body":"","breadcrumbs":"Team » Team » Team","id":"7","title":"Team"},"70":{"body":"","breadcrumbs":"Project » Implementation » Implementation","id":"70","title":"Implementation"},"71":{"body":"The end-products of our project are small tablets or capsules that contain dry powders of probiotics that express anti-Shigella antibodies on their surface. Our products serve the dual roles of Shigella infection precaution as well as disease therapy. The abilities of room temperature storage provide our tablets with cost reduction for storage and transportation. Tablets should be taken when facing potential exposure to Shigella infection sources, such as drinking unsanitary water in high diarrhea incidence areas. In consideration of the prevalent transmission pathways of Shigella, we also suggest people whose family members have developed Shigella infections and children in school with diarrhea cases take our tablets to prevent person-to-person transmission, which is the major form of Shigella spreading (Kotloff et al., 2018).","breadcrumbs":"Project » Implementation » Infection Precaution","id":"71","title":"Infection Precaution"},"72":{"body":"Due to intracellular pathogen nature of Shigella, the effect of antibodies reduces as pathogens evade into the cells. The ability of reprogramming the infected cells to form protrusion adjacent cells allows Shigella to spread within intestine epithelial cells, reducing the chance of exposing to body internal environment (Sansonetti et al., 1994). This special characteristic implies antibody may not be a one-size-fits-all solution for different stages of infection. We call for the combination of clinical phases of antibiotics treatment with our tablets together.","breadcrumbs":"Project » Implementation » Infection Therapy","id":"72","title":"Infection Therapy"},"73":{"body":"Along with the high household transmission rates, Shigella also display high secondary infection rates. Therefore, we suggest families with members developing Shigella to take our pills for a time period to provide continuously protection apart from keep good hygiene conditions. In the meanwhile, patients who have developed Shigella infection before should also take our tablets when facing a second exposure.","breadcrumbs":"Project » Implementation » Prognosis and Secondary infection","id":"73","title":"Prognosis and Secondary infection"},"74":{"body":"People who exposed to potential Shigella infection source, especially in a household environment. Children in school with Shigella cases reported. People with antibiotic allergy that cannot use clinical antibiotic treatment. Government that aims to provide low cost solution for Shigella incidence in low- and middle- income, less developed region.","breadcrumbs":"Project » Implementation » End Users","id":"74","title":"End Users"},"75":{"body":"Our product contains exogenous antibody proteins. Therefore, allergy test may need to be performed to prevent possible anaphylaxis. Besides, considering the pathogenesis and transmission pathway of Shigella, our products may not be a one-size-fits all solution for all infection stages but focuses more on the prevention of infection. Kotloff, K. L., Riddle, M. S., Platts-Mills, J. A., Pavlinac, P., & Zaidi, A. K. M. (2018). Shigellosis. The Lancet, 391(10122), 801-812. https://doi.org/https://doi.org/10.1016/S0140-6736(17)33296-8 Sansonetti, P. J., Mounier, J., Prévost, M. C., & Mège, R.-M. (1994). Cadherin expression is required for the spread of Shigella flexneri between epithelial cells. Cell, 76(5), 829-839. https://doi.org/https://doi.org/10.1016/0092-8674(94)90358-1","breadcrumbs":"Project » Implementation » Caveats","id":"75","title":"Caveats"},"76":{"body":"","breadcrumbs":"Project » Partnership » Meeting with XJLTU","id":"76","title":"Meeting with XJLTU"},"77":{"body":"They plan to develop a biofilter core to replace current industry filter cores for heavy metal wastewater. Specifically, they plan to engineer E. coli to express csgA protein at high levels and immobilize the bacteria into a filter. In that way, the heavy metal ions in the wastewater can be captured by csgA protein that is expressed by E. coli located in the filter.","breadcrumbs":"Project » Partnership » XJLTU's Project","id":"77","title":"XJLTU's Project"},"78":{"body":"They would like to know how we will interact with and educate the public. A: We have made questionnaires to evaluate their knowledge related to antibiotics, probiotics, and microorganisms. We are also planning to make some handouts and deliver a lecture about it in a high school. They were interested in the specific design of our plasmids. Specifically, it's about how and why we choose each part of the plasmid for surface display. A: We applied three microorganisms and the whole team was divided into three groups, each responsible for E. coli, Yeast cell and Lactococcus lactis. All groups applied a strategy which conjugates the targeted nanobody with a surface protein that is to be expressed, transported and located to the extracellular space. The surface protein and the targeted nanobody were connected with a linker sequence, and each nanobody is marked with at least one protein tag for their identification. We also provided links to igem parts so they can check it directly.","breadcrumbs":"Project » Partnership » Questions & Advice From XJLTU:","id":"78","title":"Questions & Advice From XJLTU:"},"79":{"body":"Will the biofilter be blocked due to E. coli proliferation? A: The microorganisms are immobilized in filters, and the filtration condition may not allow E. coli to grow at such a speed. The csgA protein's ability to absorb heavy metal ions under different conditions (like pH) can be tested through experiments. For example, we can put csg protein into a certain amount of wastewater, then adjust the pH and check the remaining concentration of metal ions in time, so we can acquire a proper pH for the protein to capture heavy metal ions.","breadcrumbs":"Project » Partnership » Questions & Advice From DKU:","id":"79","title":"Questions & Advice From DKU:"},"8":{"body":"Yixuan Wu (Lisa) Yixuan Liu Sihan Wang Zhujun Yao Lingrui Lai Yuxin Wang Jingyun Jin Chang Shen Yunyi Ru Renwei Gao Qizhou Jiang","breadcrumbs":"Team » Team » Biology","id":"8","title":"Biology"},"80":{"body":"Model for bacteria growth The XJLTU team developed a model for predicting bacteria growth, and it may also be applied to our situation by adjusting some of the parameters. Quantified expression of csg through controlling IPTG concentration The XJLTU team intended to control the expression of csg protein by adjusting the amount of IPTG inducer, which can also be a helpful approach for our team to check the relationship between the cell-cell adhesion affinity and the number of expressed nanobodies. However, as we also applied the TlpA promotor, it may influence the actual expression to a great extent and cause a big difference from the theoretical calculation. As a result, this approach remains to be a concern. Detection and measurement of displayed csg protein. The XJLTU team controlled the expression level by adjusting inducer concentration and estimated the expression by calculating theoretically. The condition of csg and heavy metal ions after the death of E. coli cells We consider that the heavy metal ions will remain captured, as protein itself has a great affinity to the heavy metal ions. But, it remains to be seen whether the released protein will leak out from the filter.","breadcrumbs":"Project » Partnership » Discussion Topics:","id":"80","title":"Discussion Topics:"},"81":{"body":"","breadcrumbs":"Project » Proof of Concept","id":"81","title":"Project"},"82":{"body":"","breadcrumbs":"Project » Results » Results","id":"82","title":"Results"},"83":{"body":"This page will give a detailed record about the experiment results, future plans & project achievements.","breadcrumbs":"Project » Results » Introduction","id":"83","title":"Introduction"},"84":{"body":"","breadcrumbs":"Project » Results » Experiment Results","id":"84","title":"Experiment Results"},"85":{"body":"","breadcrumbs":"Project » Results » Yeast","id":"85","title":"Yeast"},"86":{"body":"","breadcrumbs":"Project » Results » Lactococcus lactis","id":"86","title":"Lactococcus lactis"},"87":{"body":"Summary of Experiment Design We plan to display the nanobody JPS-G3 agianst the Shigella antigen ipaD on the surface of E. coli Nissle 1917 via the curli fiber protein csg A [1] . We expect the engineered E. coli Nissle 1917 to be capable of capturing the pathogen Shigella flexneri via antigen-antibody specific binding. Please check the detailed experiment design at 'design' part. Plasmid Extraction pUC19-JPS-G3-3xHA and pUC19-ipaD-3xHA were extracted using the TIANGEN plasmid extraction kit. Target Sequence Amplification Using following primers ( Table 1 ), the JPS-G3-3xHA and ipaD-3xHA sequences were successfully amplified, and the results were verified by gel electrophoresis ( Figure 1 ). PCR products were purified for further manipulation. Table 1 | PCR Primers Used Name Sequence (5' -> 3') Endonuclease Site ipaD_FW CGCGGATCCATGAATATTACAACTC Bam HI ipaD_RV GGCCTCGAGTCAAGCGTAG Xho I JPS-G3_FW CGCGGATCCGGAAGTACACAAGTACAGCTAG Bam HI JPS-G3_RV CGCGGATCCGGAAGTACACAAGTACAGCTAG Xho I Figure 1 | Gel Electrophoresis Result for Target Sequence Amplification Molecular Cloning for Cytoplasmic Protein Expression In order to construct the recombinant plasmids pET30a-ipaD-3xHA and pET30a-JPS-G3-3xFLAG, the PCR products obtained from the last step were digested by endonucleases Bam HI and Xho I to create sticky ends. Meanwhile, the pET30a plasmids were transformed into E. coli DH5a competent cells for propagation. After transformation and overnight culture, the extracted plasmids were also digested with endonucleases Bam HI and Xho I to create sticky ends. Afterwards, the digested plasmids and target sequences were ligated and transformed into E. coli DH5a competent cells ( Figure 2 ). Figure 2 | Plates for pET30a-ipaD-3xHA (i-1 & i-2) and pET30a-JPS-G3-3xFLAG (J-1 & J-2). Single colonies were picked from the plates and the inserted sequence were verified by colony PCR ( Figure 3 ) and Sanger sequencing. Figure 3 | Gel Electrophoresis Result for Colony PCR Overlap Extension PCR In order to construct the recombinant DNA sequences csgA-JPS-G3-3xFLAG and csgA-ipaD-3xHA, the following overlap extension PCR primers are used ( Table 2 ). Table 2 | Overlap Extension PCR Primers Name Sequence (5' -> 3') Endonuclease Site OvF_csgA-shMT CCGCGTGGATCCATGAAACTTTTAAAAGTAG Bam HI OvR1_csgA-shMT TAGCTGTACTTGTGTACTTCCCCGCTGCCGCCGTACTGATGA / OvR2_csgA-shMT TAGTCAGAGTTGTAATATTCATCCGCTGCCGCCGTACTGATGA / OvF_JPS-G3 CATCAGTACGGCGGCAGCGGGGAAGTACACAAGTACAGCTAGC / OvR_JPS-G3 GAATCTCGAGTTATTTGTCGTCGTCATCC Xho I OvF_ipaD CATCAGTACGGCGGCAGCGGATGAATATTACAACTCTGACTAAT / OvR_ipaD GGCCTCGAGTCAAGCGTAGTCAGGTAC Xho I However, due to time limitation, this part has not been successfully implemented.","breadcrumbs":"Project » Results » Escherichia coli","id":"87","title":"Escherichia coli"},"88":{"body":"(只是举例，请随意更改)","breadcrumbs":"Project » Results » Project Achievements & Analysis Summary","id":"88","title":"Project Achievements & Analysis Summary"},"89":{"body":"Constructed the recombinant xxx plasmid, and transformed it into xxx strain. Expressed xxx protein. Effectiveness tested by xxx.","breadcrumbs":"Project » Results » Successes","id":"89","title":"Successes"},"9":{"body":"Sichang He (Steven) Jasmine Santos Yuxiang He Zhenyu Xu","breadcrumbs":"Team » Team » Modeling","id":"9","title":"Modeling"},"90":{"body":"Failed to construct and transform the recombinant plasmids in E. coli and L. lactis .","breadcrumbs":"Project » Results » Failures","id":"90","title":"Failures"},"91":{"body":"","breadcrumbs":"Project » Results » Inspirations","id":"91","title":"Inspirations"},"92":{"body":"(只是举例，请随意更改) Express proteins in well-studied probiotic strains. Insert nanobody sequences after other promoters that can ensure proper expression in vivo . Conduct hemolysis experiments to see the effectiveness of killing Shigella flexneri . Conduct in vivo experiments to test the therapeutic effects in rodent GI system.","breadcrumbs":"Project » Results » Future Plans","id":"92","title":"Future Plans"},"93":{"body":"Gelfat, I., Aqeel, Y., Tremblay, J. M., Jaskiewicz, J. J., Shrestha, A., Lee, J. N., Hu, S., Qian, X., Magoun, L., Sheoran, A., Bedenice, D., Giem, C., Manjula-Basavanna, A., Osburne, M. S., Tzipori, S., Shoemaker, C. B., Leong, J. M., & Joshi, N. S. (2021). Single domain antibodies against enteric pathogen virulence factors are active as curli fiber fusions on probiotic E. coli Nissle 1917 (p. 2021.06.18.448998). bioRxiv . https://doi.org/10.1101/2021.06.18.448998","breadcrumbs":"Project » Results » Reference","id":"93","title":"Reference"},"94":{"body":"All genetic parts of group Y can be divided into 3 categories, including single element, key composite segment, and vector.","breadcrumbs":"Parts » Parts","id":"94","title":"Parts"},"95":{"body":"The single elements refer to every functional unit of our key genetic parts, like promoter, linker, important polypeptide, etc. A total of seven single elements were documented. Part Code Part name Website BBa_K4161501 T7 Promoter http://parts.igem.org/Part:BBa_K4161501 BBa_K4161502 GAL1 Promoter http://parts.igem.org/Part:BBa_K4161502 BBa_K4161503 Aga2 http://parts.igem.org/Part:BBa_K4161503 BBa_K4161504 G4S http://parts.igem.org/Part:BBa_K4161504 BBa_K4161505 T7, Xpress http://parts.igem.org/Part:BBa_K4161505 BBa_K4161506 ipaD http://parts.igem.org/Part:BBa_K4161506 BBa_K4161507 HA http://parts.igem.org/Part:BBa_K4161507","breadcrumbs":"Parts » Single element","id":"95","title":"Single element"},"96":{"body":"The key composite segments are clusters of multiple single elements, they make up the key expression modules or functional units of the genetic model. Two key composite segments were documented. | Part Code | Part name | Website | |--------------|--------------------------------------------------------------|- ----------------------------------------| | BBa_K4161301 | Single Domain Antibody 20ipaD Conjugated Aga2 Express Module | http://parts.igem.org/Part:BBa_K4161301 | | BBa_K4161508 | Composite part | http://parts.igem.org/Part:BBa_K4161508 |","breadcrumbs":"Parts » Key composite segment","id":"96","title":"Key composite segment"},"97":{"body":"Most of our genetic designs were based on the yeast surface display vector pYD1, which is also documented. | Part Code | Part name | Website | |--------------|--------------------------------------------------------------|- ----------------------------------------| | BBa_K4161302 | pYD1 plasmid | http://parts.igem.org/Part:BBa_K4161302 |","breadcrumbs":"Parts » Vector","id":"97","title":"Vector"},"98":{"body":"All genetic parts of group Y can be divided into 3 categories, including single element, key composite segment, and vector.","breadcrumbs":"Parts » Part Collection » Parts","id":"98","title":"Parts"},"99":{"body":"The single elements refer to every functional unit of our key genetic parts, like promoter, linker, important polypeptide, etc. A total of seven single elements were documented. 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