From 835ce440e2972faace3dd3e20e692e76fa100742 Mon Sep 17 00:00:00 2001
From: Zhefu Li <zf-li23@mails.tsinghua.edu.cn>
Date: Thu, 26 Sep 2024 17:02:08 +0000
Subject: [PATCH] Update model.html

---
 wiki/pages/model.html | 100 ++++++++++++++++++++++++++++++++----------
 1 file changed, 77 insertions(+), 23 deletions(-)

diff --git a/wiki/pages/model.html b/wiki/pages/model.html
index 0fa568a1..0f4b52e8 100644
--- a/wiki/pages/model.html
+++ b/wiki/pages/model.html
@@ -67,7 +67,7 @@
             <li><a href="#topic1">Compartment Model for Muscone Inhalation</a></li>
             <li><a href="#topic2">Topic2</a></li>
             <li><a href="#topic3">ODE of MAPK pathway</a></li>
-            <li><a href="#topic4">Topic4</a></li>
+            <li><a href="#topic4">Lactic Acid Absorption Model</a></li>
         </ul>
     </div>
 
@@ -455,7 +455,7 @@
         <div class="col-lg-12">
             <h2 id="topic3">
                 <h2>Ordinary Differential Equation of the signal transduction of the yeast MAPK pathway</h2>
-
+                <hr>
                 <h3>Model Description</h3>
                 <p>In our project, we express the muscone receptor (GPCR) on the yeast cell membrane. After a
                     certain concentration of muscone diffuses into the intestine and binds to the receptor, it
@@ -971,28 +971,82 @@
     <div class="row mt-4">
         <div class="col-lg-12">
             <h2 id="topic4">
-                <h2>Topic4</h2>
+                <h2>Lactic Acid Absorption Model</h2>
                 <hr>
-                <p>Tsinghua University is consistently ranked among the top universities in the Asia-Pacific according
-                    to major international university rankings. Tsinghua University ranked No. 1 in China, the whole of
-                    Asia-Oceania region and emerging countries according to the Times Higher Education, with its
-                    industry income, research, and teaching performance indicator placed at 1st, 4th and 9th
-                    respectively in the world. Internationally, Tsinghua was regarded as the most reputable Chinese
-                    university by the Times Higher Education World Reputation Rankings where, it has ranked 8th globally
-                    and 1st in the Asia-Pacific.</p>
-                <p>The Engineering Research Center for Navigation Technology is a relatively young institute in the
-                    Department of Precision Instrument which was established in 2000, with the intention to "[pursue]
-                    excellence in the research and development in the field of high-accuracy inertial instruments and
-                    navigation technology, as well as in MEMS inertial sensor fields, and to provide advanced training
-                    for future scientists and engineers in the field of inertial technology." Its research interests
-                    cover high-accuracy inertial instruments and navigation technology, MEMS inertial sensors and
-                    systems, and precise electro-mechanical control systems and their application. As of 2012, the area
-                    of the center is 2900 square meters, including approximately 550 square meters of clean rooms.
-                    Equipment and instruments in this center are worth over 50 million RMB (US$7.56 million).</p>
-        </div>
-        <div class="image-container">
-            <img src="https://static.igem.wiki/teams/5187/figure/ibd-figure.jpg" alt="ibd_figure"
-                class="shadowed-image">
+                <h3>Model Description</h3>
+                <p>
+                    Our project alleviates IBD symptoms by secreting lactic acid in the intestine to weaken
+                    autoimmunity, but it may face two aspects of doubt: first, why can't lactic acid or lactic acid
+                    bacteria probiotics be taken directly; second, will the considerable secretion of lactic acid cause
+                    acidosis in the human body? We hope to model our project to describe how it has a better sustained
+                    release effect compared to direct lactic acid consumption, more precise control compared to
+                    probiotic intake, and to avoid adaptation of the immune system and gut microbiota. Additionally, we
+                    need to develop a computational method to achieve precise control over lactic acid secretion to
+                    regulate treatment time and prevent acidosis.
+                </p>
+
+                <h3>Basic Assumptions</h3>
+                <ol>
+                    <li>Only the absorption process of lactic acid is described, without considering other effects of
+                        lactic acid on the human body.</li>
+                    <li>It is assumed that the location where lactic acid acts on immune cells is separated from the
+                        intestinal environment.</li>
+                    <li>It is assumed that the secretion rate of lactic acid is uniform, and activated yeast cells
+                        secrete a total amount of lactic acid \(a\) within time \(t_0\), secreting \(\frac{a}{n}\) of
+                        lactic acid in the time interval \(\frac{t_0}{n}\).</li>
+                </ol>
+                <h3>Model Equation</h3>
+
+                <h4>Direct Administration</h4>
+                <p>
+                    In the case of direct lactic acid intake, the content of lactic acid in the intestine can be
+                    described by the following equation:
+                </p>
+                <pre>
+                Qd=(Qd_0+a)e^{-(k_1+k_2)t}
+                </pre>
+                <strong>Explanation</strong>: The absorption rate is proportional to the concentration of lactic acid,
+                and the concentration of lactic acid declines in an exponential form.
+
+                <strong>Parameters</strong>:
+                <ul>
+                    <li><em>Qd</em>: Remaining lactic acid content in the intestinal environment</li>
+                    <li><em>Qd_0</em>: Initial lactic acid content in the intestinal environment</li>
+                    <li><em>a</em>: Total amount of lactic acid ingested</li>
+                    <li><em>k_1</em>: Absorption rate of lactic acid</li>
+                    <li><em>k_2</em>: Rate at which lactic acid is eliminated due to metabolism and excretion</li>
+                    <li><em>t</em>: Time</li>
+                </ul>
+
+                <h4>Induced Secretion</h4>
+                <p>
+                    According to Fick's Law
+                </p>
+                <pre>
+                %
+                </pre>
+                <p>
+                    The remaining lactic acid content in the intestinal environment has a recursive relationship over
+                    time:
+                </p>
+                <pre>
+                Qd_i=(Qd_{i-1}+\frac{a}{n})e^{-(k_1+k_2)(t-(i-1)\frac{t_0}{n})}
+                </pre>
+                <p>
+                    We can obtain the expression:
+                </p>
+                <pre>
+                Qd_i=\frac{a}{n}\sum_{m=1}^{i-1}e^{-(k_1+k_2)(mt-(j\frac{(m+2)(m+1)}{2}\frac{t_0}{n}))}
+                </pre>
+                <p>
+                    TODO: Insert result graph
+                </p>
+                <p>
+                    By simulating the absorption process of lactic acid, we can conclude that in the case of direct
+                    administration, the concentration of lactic acid decreases exponentially over time, while in the
+                    case of induced secretion, the concentration of lactic acid slowly increases over time and reaches
+                    equilibrium after a certain period.
+                </p>
         </div>
     </div>
 
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