Difference between revisions of "Team:Exeter/Model"

 
(40 intermediate revisions by 7 users not shown)
Line 55: Line 55:
 
       display:block !important;
 
       display:block !important;
 
   }
 
   }
#soc{
+
  #soc_1, #soc_2, #soc_3{
 
display:none;
 
display:none;
 
   }
 
   }
Line 73: Line 73:
 
font-size:20px;
 
font-size:20px;
 
}
 
}
 +
#links_drop{
 +
margin:0.9vw -0.4vw 0 -0.2vw;
 +
}
 
}
 
}
 
#links:hover{
 
#links:hover{
Line 110: Line 113:
 
background-color:#eeeeee;
 
background-color:#eeeeee;
 
}  
 
}  
 +
/*soc classes controll css for media icons*/
 
#soc{
 
#soc{
 
margin-top:-12px;
 
margin-top:-12px;
margin-left:-15px;
+
 
}
 
}
.soc_1{
+
/****Social Media navbar icons****/
 +
/*youtube*/
 +
#soc_1{  
 
margin-right:3px;
 
margin-right:3px;
 +
height:50px;
 +
width:48px;
 
}
 
}
.soc_2{
+
/*facebook*/
 +
#soc_2{
 
margin-right:3px;
 
margin-right:3px;
 +
height:50px;
 +
width:48px;
 
}
 
}
.soc_3{
+
/*Twitter*/
 +
#soc_3{
 
margin-right:3px;
 
margin-right:3px;
 +
margin-right:18px;
 +
height:50px;
 +
width:48px;
 
}
 
}
  
Line 279: Line 294:
 
#Section_Link:hover{
 
#Section_Link:hover{
  
}
 
#sectionGap, #sectionGap:focus, #contentTitle{
 
min-width:100%;
 
min-height:10vh;
 
background:#e8e8e8;
 
display:block;
 
font-size:400%;
 
text-align:center;
 
color:#47BCC2;
 
text-decoration:none;
 
border-style:none none solid none;
 
border-width:3px;
 
border-color:#8cd5d9;
 
}
 
#sectionGap:hover, #sectionGap:active{
 
color:#339499;
 
 
}
 
}
 
#sectionGap, #sectionGap:focus, #contentTitle{
 
#sectionGap, #sectionGap:focus, #contentTitle{
Line 438: Line 437:
 
background:#e8e8e8;
 
background:#e8e8e8;
 
border-style:none;
 
border-style:none;
}
 
.equation{
 
font-size:120%;
 
margin:auto;
 
display:block;
 
text-align:left;
 
margin-left:30%;
 
}
 
.equation_key{
 
font-size:80%;
 
margin-left:40px;
 
display:block;
 
}
 
.equation_ref{
 
float:right;
 
font-size:60%;
 
text-align:right;
 
}
 
.graph_box{
 
max-width:30%;
 
margin:20px 10%;
 
display:block;
 
}
 
.graph_box_single{
 
max-width:30%;
 
margin:20px 35%;
 
display:block;
 
}
 
.graph_box img, .graph_box_single img{
 
padding:0;
 
margin:0 auto;
 
max-width:100%;
 
display:block;
 
border-style:solid;
 
border-color:#4e4e4e;
 
border-width:0.5px;
 
 
}
 
}
 
@media (min-width: 767px){
 
@media (min-width: 767px){
Line 482: Line 445:
 
padding:4px;
 
padding:4px;
 
}
 
}
 +
 
}
 
}
 
/*Mobile and small screen css*/
 
/*Mobile and small screen css*/
 
@media (max-width: 767px){
 
@media (max-width: 767px){
 
.div_vl.backgroundimage{
 
.div_vl.backgroundimage{
height:37vh;
+
height:67vh;
 
background-size: auto 200%;
 
background-size: auto 200%;
 
}
 
}
Line 500: Line 464:
 
max-width:200px;
 
max-width:200px;
 
margin:auto;
 
margin:auto;
 +
}
 +
.banner_link{
 +
font-size:22px;
 
}
 
}
 
#dropdownMenu1{
 
#dropdownMenu1{
Line 508: Line 475:
 
padding:10px 0;
 
padding:10px 0;
 
margin-left:0.85vw;
 
margin-left:0.85vw;
}
 
.graph_box{
 
max-width:90%;
 
}
 
}
 
#links_drop{
 
color:#47BCC2;
 
/*font-size:20px;*/
 
font-size:1.2vw;
 
margin:8px 0.9vw 0.5vh 0.9vw;
 
padding:0.06vw 0 0 0;
 
line-height:0px;
 
}
 
@media (max-width: 920px){
 
#links_drop{
 
margin-left:0;
 
padding-top:9px;
 
margin-top:-4px;
 
font-size:20px;
 
}
 
}
 
button.dropdown-toggle{
 
padding-top:21px; !important
 
}
 
@media (max-width: 767px){
 
button.dropdown-toggle{
 
padding-top:5px;
 
 
}
 
}
 
}
 
}
Line 555: Line 495:
 
     <div>
 
     <div>
 
         <div class="collapse navbar-collapse" id="myNavbar">
 
         <div class="collapse navbar-collapse" id="myNavbar">
<ul class="nav navbar-nav">
+
<ul class="nav navbar-nav">
<li><div id="links_drop" class="dropdown">
+
<li><div id="links" style="margin:0;" class="dropdown">
 
   <button class="dropdown-toggle" type="button" id="dropdownMenu1" data-toggle="dropdown" aria-haspopup="true" aria-expanded="true">
 
   <button class="dropdown-toggle" type="button" id="dropdownMenu1" data-toggle="dropdown" aria-haspopup="true" aria-expanded="true">
 
     <span style="margin-bottom:4px;">Lab</span>
 
     <span style="margin-bottom:4px;">Lab</span>
Line 564: Line 504:
 
<li><a id="links" style="margin:10px 0 30px 2px;padding:0;font-size:1.8vh;" href="https://2016.igem.org/Team:Exeter/Project">Lab Project</a></li>
 
<li><a id="links" style="margin:10px 0 30px 2px;padding:0;font-size:1.8vh;" href="https://2016.igem.org/Team:Exeter/Project">Lab Project</a></li>
 
     <li><a id="links" style="margin:30px 0 10px 2px;padding:0;font-size:1.8vh;" href="https://2016.igem.org/Team:Exeter/Labbook">Lab Book</a></li>
 
     <li><a id="links" style="margin:30px 0 10px 2px;padding:0;font-size:1.8vh;" href="https://2016.igem.org/Team:Exeter/Labbook">Lab Book</a></li>
 +
<li><a id="links" style="margin:30px 0 10px 2px;padding:0;font-size:1.8vh;" href="https://2016.igem.org/Team:Exeter/Safety">Safety</a></li>
  
 
   </ul>
 
   </ul>
Line 569: Line 510:
 
<li ><a id="links"href="https://2016.igem.org/Team:Exeter/Parts">Parts</a></li>
 
<li ><a id="links"href="https://2016.igem.org/Team:Exeter/Parts">Parts</a></li>
 
<li ><a id="links"href="https://2016.igem.org/Team:Exeter/Team">Team</a></li>
 
<li ><a id="links"href="https://2016.igem.org/Team:Exeter/Team">Team</a></li>
<li><a id="links" href="https://2016.igem.org/Team:Exeter/Interlab">InterLab</a></li>
+
<li ><a id="links" href="https://2016.igem.org/Team:Exeter/Interlab">InterLab</a></li>
<li><div id="links_drop" class="dropdown">
+
<li><div id="links" style="margin:0;" class="dropdown">
 
   <button class="dropdown-toggle" type="button" id="dropdownMenu1" data-toggle="dropdown" aria-haspopup="true" aria-expanded="true">
 
   <button class="dropdown-toggle" type="button" id="dropdownMenu1" data-toggle="dropdown" aria-haspopup="true" aria-expanded="true">
 
     <span style="margin-bottom:4px;">Human Practices</span>
 
     <span style="margin-bottom:4px;">Human Practices</span>
Line 577: Line 518:
 
   <ul class="dropdown-menu" style="background:#e8e8e8;margin-left:25px;" aria-labelledby="dropdownMenu1">   
 
   <ul class="dropdown-menu" style="background:#e8e8e8;margin-left:25px;" aria-labelledby="dropdownMenu1">   
 
     <li><a id="links" style="margin:10px 0 10px 2px;padding:0;font-size:1.8vh;" href="https://2016.igem.org/Team:Exeter/Integrated_Practices">Integrated</a></li>
 
     <li><a id="links" style="margin:10px 0 10px 2px;padding:0;font-size:1.8vh;" href="https://2016.igem.org/Team:Exeter/Integrated_Practices">Integrated</a></li>
<li><a id="links" style="background:none;line-height:0.7vh;margin:30px 0 10px 2px;padding:0;font-size:1.8vh;" href="https://2016.igem.org/Team:Exeter/Engagement">Public Engagement<br /><br /><br /> & Education</a></li><li><a id="links" style="margin:30px 0 10px 2px;padding:0;font-size:1.8vh;" href="https://2016.igem.org/Team:Exeter/Log">Log</a></li>
+
<li><a id="links" style="background:none;line-height:0.7vh;margin:30px 0 10px 2px;padding:0;font-size:1.8vh;" href="https://2016.igem.org/Team:Exeter/Engagement">Public Engagement<br /><br /><br /> & Education</a></li>
 +
<li><a id="links" style="margin:30px 0 10px 2px;padding:0;font-size:1.8vh;" href="https://2016.igem.org/Team:Exeter/Log">Log</a></li>
  
 
   </ul>
 
   </ul>
Line 584: Line 526:
 
<li ><a id="links"href="https://2016.igem.org/Team:Exeter/Attributions">Attributions</a></li>
 
<li ><a id="links"href="https://2016.igem.org/Team:Exeter/Attributions">Attributions</a></li>
  
<li><div id="links_drop" class="dropdown">
+
<li><div id="links" style="margin:0;" class="dropdown">
 
   <button class="dropdown-toggle" type="button" id="dropdownMenu1" data-toggle="dropdown" aria-haspopup="true" aria-expanded="true">
 
   <button class="dropdown-toggle" type="button" id="dropdownMenu1" data-toggle="dropdown" aria-haspopup="true" aria-expanded="true">
 
     <span style="margin-bottom:4px;">Awards</span>
 
     <span style="margin-bottom:4px;">Awards</span>
Line 591: Line 533:
 
   <ul class="dropdown-menu" style="background:#e8e8e8;margin-left:25px;" aria-labelledby="dropdownMenu1">
 
   <ul class="dropdown-menu" style="background:#e8e8e8;margin-left:25px;" aria-labelledby="dropdownMenu1">
 
    
 
    
<li><a id="links" style="margin:10px 0 30px 2px;padding:0;font-size:1.8vh;" href="https://2016.igem.org/Team:Exeter/Awards">Awards</a></li>
+
<li><a id="links" style="margin:10px 0 30px 2px;padding:0;font-size:1.8vh;" href="https://2016.igem.org/Team:Exeter/Awards">Medals</a></li>
<li><span style="margin:10px 0 30px 2px;padding:0;">Special pages</span></li>
+
<li><span style="margin:10px 0 30px 2px;padding:0;"><u>Special pages</u></span></li>
 
<li><a id="links" style="margin:30px 0 10px 2px;padding:0;font-size:1.8vh;" href="https://2016.igem.org/Team:Exeter/HP/Silver">HP Silver</a></li>
 
<li><a id="links" style="margin:30px 0 10px 2px;padding:0;font-size:1.8vh;" href="https://2016.igem.org/Team:Exeter/HP/Silver">HP Silver</a></li>
 
<li><a id="links" style="margin:30px 0 10px 2px;padding:0;font-size:1.8vh;" href="https://2016.igem.org/Team:Exeter/HP/Gold">HP Gold</a></li>
 
<li><a id="links" style="margin:30px 0 10px 2px;padding:0;font-size:1.8vh;" href="https://2016.igem.org/Team:Exeter/HP/Gold">HP Gold</a></li>
Line 604: Line 546:
  
 
</ul>
 
</ul>
<ul class="nav navbar-nav navbar-right">
+
<ul class="nav navbar-nav navbar-right" >
<li style="height:50px;width:48px;"class="soc_1">
+
<li class="media_icon">
<a href="https://www.youtube.com/channel/UC31qfG4hnm8gRHDCkrBtAiQ">
+
<a id="soc_1" href="https://www.youtube.com/channel/UC31qfG4hnm8gRHDCkrBtAiQ">
<img id = "soc" src="https://static.igem.org/mediawiki/2016/2/23/You.png"/></a>
+
<img id = "soc" src="https://static.igem.org/mediawiki/2016/2/23/You.png"/>
</li>
+
</a>
<li style="height:50px;width:48px;"class="soc_2">
+
</li>
<a href="https://www.facebook.com/ExeteriGEM2016/?ref=aymt_homepage_panel">
+
    <li class="media_icon" >
<img id = "soc" src="https://static.igem.org/mediawiki/2016/5/51/Fb.png"/></a>
+
<a id="soc_2"href="https://www.facebook.com/ExeteriGEM2016/?ref=aymt_homepage_panel">
</li>
+
<img id = "soc" src="https://static.igem.org/mediawiki/2016/5/51/Fb.png"/>
<li style="height:50px;width:48px;"class="soc_3">
+
</a>
<a href="https://twitter.com/exeter_igem">
+
</li>
<img id = "soc" src="https://static.igem.org/mediawiki/2016/7/76/Twit.jpg"/></a>
+
    <li class="media_icon" >
</li>
+
<a id="soc_3" href="https://twitter.com/exeter_igem">
</ul>
+
<img id = "soc" src="https://static.igem.org/mediawiki/2016/7/76/Twit.jpg"/>
 +
</a>
 +
</li>
 +
</ul>
 
    </div>
 
    </div>
 
     </div>
 
     </div>
Line 679: Line 624:
 
 
 
<!--Give span class "oneline" or "twoline" depending on how llong the section text is-->
 
<!--Give span class "oneline" or "twoline" depending on how llong the section text is-->
<a href="#section_1" class="banner_link col-xs-6 col-sm-3"><span class="oneline">Introduction</span></a>
+
<a href="#section_1" class="banner_link col-xs-6 col-sm-4"><span class="oneline">Introduction</span></a>
<a href="#section_2" class="banner_link col-xs-6 col-sm-3"><span class="twoline">KillerRed/<br />KillerOrange</span></a>
+
<a href="#section_2" class="banner_link col-xs-6 col-sm-4"><span class="twoline">KillerRed/<br />KillerOrange</span></a>
<a href="#section_3" class="banner_link col-xs-6 col-sm-3"><span class="twoline">Enzymatic <br /> Killswitches</span></a>
+
<a href="#section_3" class="banner_link col-xs-6 col-sm-4"><span class="twoline">Enzymatic <br /> Killswitches</span></a>
<a href="#section_4" class="banner_link col-xs-6 col-sm-3"><span class="oneline">Section 4</span></a>
+
 
</div>
 
</div>
 
<!--Left picture (the teal line on left)-->
 
<!--Left picture (the teal line on left)-->
Line 698: Line 643:
 
Introduction
 
Introduction
 
</div>
 
</div>
 +
 +
                <p id="pp">As part of our project we have developed two intracellular models to describe our systems. Both codes that we developed used the same protein production mechanism which takes transcription, translation, degradation, maturation, cell division and multiple ribosome binding sites into account. These features are built on top of code that keeps track of the amount of E. Coli and its respective mRNA. This code was made by Joel Burton-Lowe and Andy Wild. It gave the same results for a specific set of parameters and assumptions, and could be independently checked and verified. </p>
 +
 +
                <p id="pp">The KillerRed/KillerOrange model attempts to look at the phototoxicity caused by reactive oxygen species which are induced by light at specific wavelengths, together with how long it takes for cell death. </p>
 +
 +
                <p id="pp">The enzymatic model looks at the rate of degradation caused by ‘Lysozyme C’, and can be expanded to any other enzyme with a substrate vital to the survival of the cell, providing a certain set of parameters are known. </p>
 +
 
<div>
 
<div>
 
<a id="Section_link" href="#section_2" style="display:block;margin:20px auto 0 auto;width:14px;"><span style="color:#47BCC2;font-size: 25px;" class="glyphicon glyphicon-menu-down" aria-hidden="true"></span></a>
 
<a id="Section_link" href="#section_2" style="display:block;margin:20px auto 0 auto;width:14px;"><span style="color:#47BCC2;font-size: 25px;" class="glyphicon glyphicon-menu-down" aria-hidden="true"></span></a>
Line 710: Line 662:
 
                 <h6>Protein production:</h6>
 
                 <h6>Protein production:</h6>
  
                 <p id="pp">At the outset, multiple assumptions were made to simplify the the system, enabling suitable definition of  appropriate variables and rates. Mutations were also ignored to eradicate this further layer of complexity. Mindful that the timeframe considered was much larger than the replication time of <i>E. coli</i>,  the amount of mRNA, Protein etc was adjusted accordingly by assuming that it splits evenly and halving the amount every time replication occurs, also affecting the amount of plasmids. However,  as cited in (Nordström and Dasgupta, 2006), the frequency of replication is variable to maintain a constant amount. Therefore, in the case of our plasmid pSB1C3, which had a high copy number ~300, the amount was kept constant even after replication of the <i>E. Coli</i>.</p>
+
                 <p id="pp">At the outset, multiple assumptions were made to simplify the system, enabling suitable definition of  appropriate variables and rates. Mutations were also ignored to eradicate this further layer of complexity. Mindful that the timeframe considered was much larger than the replication time of <i>E. coli</i>,  the amount of mRNA, Protein etc was adjusted accordingly by assuming that it splits evenly and halving the amount every time replication occurs, also affecting the amount of plasmids. However,  as cited in (Nordström and Dasgupta, 2006), the frequency of replication is variable to maintain a constant amount. Therefore, in the case of our plasmid pSB1C3, which had a high copy number ~300, the amount was kept constant even after replication of the <i>E. Coli</i>.</p>
  
 
                 <p id="pp">We then isolated one cell and listed the major factors in the production of reactive oxygen species (ROS) starting from the transcription of mRNA.</p>
 
                 <p id="pp">We then isolated one cell and listed the major factors in the production of reactive oxygen species (ROS) starting from the transcription of mRNA.</p>
Line 722: Line 674:
 
                 </div>
 
                 </div>
 
<style>
 
<style>
.wrap ul{
+
.container ul{
 
padding-top:20px;
 
padding-top:20px;
 
padding-right:40px;
 
padding-right:40px;
Line 728: Line 680:
 
font-size:150%;
 
font-size:150%;
 
}
 
}
.wrap ul li {
+
.container ul li {
 
     /* Text color */
 
     /* Text color */
 
     color: #333;
 
     color: #333;
 
     list-style-type: none;
 
     list-style-type: none;
 +
    list-style-image:none;
 
}
 
}
  
.wrap ul li:before {
+
.container ul li:before {
 
     /* Unicode bullet symbol */
 
     /* Unicode bullet symbol */
 
     content: '\25AA';
 
     content: '\25AA';
Line 765: Line 718:
 
     text-align: right;
 
     text-align: right;
 
     color: #47BCC2;
 
     color: #47BCC2;
 +
}
 +
.caption{
 +
margin:auto 6vw;
 +
display:block;
 +
text-align:center;
 
}
 
}
 
</style>
 
</style>
Line 773: Line 731:
 
                     <li>k3 is the rate of protein production</li>
 
                     <li>k3 is the rate of protein production</li>
 
                     <li>k4 is the rate of degradation of the protein</li>
 
                     <li>k4 is the rate of degradation of the protein</li>
                     <li>k6 is the rate of ros production</li>
+
                     <li>k6 is the rate of ROS production</li>
 
                 </ul>
 
                 </ul>
  
 
                 <p id="pp">From this, we isolated the Transcription/Translation mechanism (k1 & k3) along with the degradation (k2 & k4) to obtain a protein production time. </p>
 
                 <p id="pp">From this, we isolated the Transcription/Translation mechanism (k1 & k3) along with the degradation (k2 & k4) to obtain a protein production time. </p>
  
                 <p id="pp">K1 was calculated to be 22.175s. This was achieved by taking the total number of base pairs of the plasmid (887) and dividing through by the transcription rate of 40 base pairs per second for the T7 promoter (García and Molineux, 1995).</p>
+
                 <p id="pp">K1 was calculated to be 22.175s, taking the total number of base pairs of the plasmid (887) and dividing through by the transcription rate of 40 base pairs per second for the T7 promoter (García and Molineux, 1995).</p>
  
 
                 <p id="pp">K3 was calculated in a similar way to be 28.690s. As the value found for the rate of 8.4 amino acids per seconds (Siwiak and Zielenkiewicz, 2013) is given in amino acids and not base pairs, this result was arrived at by taking the total number of base pairs of the protein coding region (723) and dividing by 3, given that a conversion of 3 base pairs = 1 amino acid is viable.</p>
 
                 <p id="pp">K3 was calculated in a similar way to be 28.690s. As the value found for the rate of 8.4 amino acids per seconds (Siwiak and Zielenkiewicz, 2013) is given in amino acids and not base pairs, this result was arrived at by taking the total number of base pairs of the protein coding region (723) and dividing by 3, given that a conversion of 3 base pairs = 1 amino acid is viable.</p>
  
                 <p id="pp">K2 was found to be 3-8 minutes for 80% of mrna (Bernstein et al., 2002). 5 minutes was used as an approximation of the median time as the actual number fluctuates.</p>
+
                 <p id="pp">K2 was found to be 3-8 minutes for 80% of mRNA (Bernstein et al., 2002). 5 minutes was used as an approximation of the median time as the actual number fluctuates.</p>
  
 
                 <p id="pp">K4 was initially estimated to be greater than 10 hours using protparam on expasy.org. 10 hours was used as the degradation time as this exceed the observed time taken for death of the cell.</p>
 
                 <p id="pp">K4 was initially estimated to be greater than 10 hours using protparam on expasy.org. 10 hours was used as the degradation time as this exceed the observed time taken for death of the cell.</p>
  
                 <p id="pp">Simbiology, a modelling app for matlab, was used to model the flow diagram with the above rate parameters. Running the simulation, a rate for mrna production and protein production could be found. A few issues were initially identified, these being that the degradation times affected the transcription/translation rate directly and also that as soon as mrna production started, protein production was initialised. This suggested that even when the mrna is in the process of being transcribed, translation has started and we know this not to be the case as you can’t start transcription with a non integer amount of mRNA.
+
                 <p id="pp">Simbiology, a modelling app for Matlab, was used to model the flow diagram with the above rate parameters. Running the simulation, a rate for mRNA and protein production could be found. Two issues were identified, one, that the degradation times affected the transcription/translation rate directly and two, that as soon as mRNA production started, protein production was initialised. This suggested that when the mRNA was undergoing transcription, translation had already started. This could not be the case, as transcription could not begin with a non integer amount of mRNA.
 
</p>
 
</p>
  
                 <p id="pp">To correct this, the mRNA needed to be a step function, so limiting the amount to whole integers and meaning that production of the protein was restricted until the first mrna was produced. However, this only served to add a delay onto the overall protein production and multiply it by the mRNA amount as seen in Figure 1. This highlights another problem. As we can see in Figure 2 below, we know that it takes ~28 s to produce a protein (K3) after the mRNA has been made, suggesting that it should occur at  ~54s. However, the second mRNA is produced in advance of this, increasing the rate at which the protein are produced and making the first protein at  ~53s. This correctly describes the overall rate of the system in producing proteins but is incorrect for finding the time at which they are made, as each mRNA is independent of any other. This means that each mRNA required  individual consideration based on each having a separate protein production mechanism that contributes to a total protein quantity. </p>
+
                 <p id="pp">To correct this, the mRNA was altered to be a step function, limiting the amount to whole integers such that production of the protein was restricted until the first mRNA was produced. However, this only served to add a delay to the overall protein production and multiply it by the mRNA amount as seen in Figure 1. This highlights another problem. As shown in in Figure 2 below. It takes ~28 s to produce a protein (K3) after the mRNA has been made, suggesting that it should occur at  ~54s however, the second mRNA is produced in advance of this, increasing the rate at which the proteins are produced, initiating at  ~53s. This correctly describes the overall protein production rate of the system, but is incorrect in finding the time at which they are made, as each mRNA is independent of any other. This means that each mRNA required  individual consideration, based on each having a separate protein production mechanism that contributes to a total protein quantity. </p>
 
+
<br>
                <div class="col-xs-12" style="width:100%;position:relative;margin:auto;padding:0;">
+
<br>
<div class="graph_box_single col-xs-12">
+
<div class="row col-xs-12">
<img src="https://static.igem.org/mediawiki/2016/1/17/T--Exeter--Modelling_GraphKRone.png">
+
    <div class="col-xs-6" style="padding:5px 2% 5px 10%;margin:0;text-align:center">
<span>Figure 1: A graph showing the mRNA amount in blue over 100 seconds and the overall rate of Protein production in red over 100 seconds.</span>
+
        <img src="https://static.igem.org/mediawiki/2016/1/17/T--Exeter--Modelling_GraphKRone.png"
</div>
+
style="max-width:100%;margin:auto;display:block;">
</div>
+
            <span class="caption">Figure 1: A graph showing the mRNA amount in blue over 100 seconds and the overall rate of Protein production in red over 100 seconds.</span>
 
+
<br>
                <div class="col-xs-12" style="width:100%;position:relative;margin:auto;padding:0;">
+
<br>
<div class="graph_box_single col-xs-12">
+
    </div>
<img src="https://static.igem.org/mediawiki/2016/0/03/T--Exeter--Modelling_GraphKRtwo.png">
+
<div class="col-xs-6" style="padding:5px 10% 5px 2%;margin:0; text-align:center">
<span>Figure 1: A graph showing the mRNA amount in blue over 100 seconds and the overall rate of Protein production in red over 100 seconds.</span>
+
        <img src="https://static.igem.org/mediawiki/2016/0/03/T--Exeter--Modelling_GraphKRtwo.png"
</div>
+
style="max-width:100%;margin:auto;display:block;">
</div>
+
            <span class="caption">Figure 2: A plot of the overall protein production in blue and the rate at which the first mRNA independently produces a protein in red. Creating proteins at ~53s and ~54s respectively.</span>
 +
<br>
 +
<br>
 +
    </div>
 +
</div>        
  
 
                 <p id="pp">To enable this we moved away from Simbiology and attempted to use Simulink. However, after careful consideration, we decided instead to write the process in C. This allowed us to handle each mRNA and its creation time separately and have it produce proteins up to the time in which the protein was induced. An array was used with each element representing a second; every time a protein was created the corresponding time element would increase by one. The total of all elements were then taken to find an overall amount of protein.
 
                 <p id="pp">To enable this we moved away from Simbiology and attempted to use Simulink. However, after careful consideration, we decided instead to write the process in C. This allowed us to handle each mRNA and its creation time separately and have it produce proteins up to the time in which the protein was induced. An array was used with each element representing a second; every time a protein was created the corresponding time element would increase by one. The total of all elements were then taken to find an overall amount of protein.
Line 853: Line 815:
 
         <mo>+</mo>
 
         <mo>+</mo>
 
         <mi>h</mi>
 
         <mi>h</mi>
         <mi>&#x03BD;<!-- ν --></mi>
+
         <mi>&#x03BD;<!-- ? --></mi>
         <mo stretchy="false">&#x2192;<!-- --></mo>
+
         <mo stretchy="false">&#x2192;<!-- ? --></mo>
 
         <msup>
 
         <msup>
 
           <mi>S</mi>
 
           <mi>S</mi>
           <mo>&#x2217;<!-- --></mo>
+
           <mo>&#x2217;<!-- * --></mo>
 
         </msup>
 
         </msup>
 
         <mspace width="2em" />
 
         <mspace width="2em" />
Line 877: Line 839:
 
         <msup>
 
         <msup>
 
           <mi>S</mi>
 
           <mi>S</mi>
           <mo>&#x2217;<!-- --></mo>
+
           <mo>&#x2217;<!-- * --></mo>
 
         </msup>
 
         </msup>
         <mo stretchy="false">&#x2192;<!-- --></mo>
+
         <mo stretchy="false">&#x2192;<!-- ? --></mo>
 
         <mi>S</mi>
 
         <mi>S</mi>
 
         <mo>+</mo>
 
         <mo>+</mo>
 
         <mi>h</mi>
 
         <mi>h</mi>
         <mi>&#x03BD;<!-- ν --></mi>
+
         <mi>&#x03BD;<!-- ? --></mi>
 
         <mspace width="2em" />
 
         <mspace width="2em" />
 
         <mspace width="2em" />
 
         <mspace width="2em" />
Line 902: Line 864:
 
         <msup>
 
         <msup>
 
           <mi>S</mi>
 
           <mi>S</mi>
           <mo>&#x2217;<!-- --></mo>
+
           <mo>&#x2217;<!-- * --></mo>
 
         </msup>
 
         </msup>
         <mo stretchy="false">&#x2192;<!-- --></mo>
+
         <mo stretchy="false">&#x2192;<!-- ? --></mo>
 
         <mi>S</mi>
 
         <mi>S</mi>
 
         <mspace width="2em" />
 
         <mspace width="2em" />
Line 929: Line 891:
 
           <mi>s</mi>
 
           <mi>s</mi>
 
           <mrow class="MJX-TeXAtom-ORD">
 
           <mrow class="MJX-TeXAtom-ORD">
             <mo>&#x2212;<!-- --></mo>
+
             <mo>&#x2212;<!-- - --></mo>
 
             <mn>1</mn>
 
             <mn>1</mn>
 
           </mrow>
 
           </mrow>
Line 943: Line 905:
 
         <msup>
 
         <msup>
 
           <mi>S</mi>
 
           <mi>S</mi>
           <mo>&#x2217;<!-- --></mo>
+
           <mo>&#x2217;<!-- * --></mo>
 
         </msup>
 
         </msup>
         <mo stretchy="false">&#x2192;<!-- --></mo>
+
         <mo stretchy="false">&#x2192;<!-- ? --></mo>
 
         <msup>
 
         <msup>
 
           <mi>T</mi>
 
           <mi>T</mi>
           <mo>&#x2217;<!-- --></mo>
+
           <mo>&#x2217;<!-- * --></mo>
 
         </msup>
 
         </msup>
 
         <mspace width="2em" />
 
         <mspace width="2em" />
Line 972: Line 934:
 
           <mi>s</mi>
 
           <mi>s</mi>
 
           <mrow class="MJX-TeXAtom-ORD">
 
           <mrow class="MJX-TeXAtom-ORD">
             <mo>&#x2212;<!-- --></mo>
+
             <mo>&#x2212;<!-- - --></mo>
 
             <mn>1</mn>
 
             <mn>1</mn>
 
           </mrow>
 
           </mrow>
Line 986: Line 948:
 
         <msup>
 
         <msup>
 
           <mi>T</mi>
 
           <mi>T</mi>
           <mo>&#x2217;<!-- --></mo>
+
           <mo>&#x2217;<!-- * --></mo>
 
         </msup>
 
         </msup>
         <mo stretchy="false">&#x2192;<!-- --></mo>
+
         <mo stretchy="false">&#x2192;<!-- ? --></mo>
 
         <msup>
 
         <msup>
 
           <mi>S</mi>
 
           <mi>S</mi>
Line 1,008: Line 970:
 
           <mi>s</mi>
 
           <mi>s</mi>
 
           <mrow class="MJX-TeXAtom-ORD">
 
           <mrow class="MJX-TeXAtom-ORD">
             <mo>&#x2212;<!-- --></mo>
+
             <mo>&#x2212;<!-- - --></mo>
 
             <mn>1</mn>
 
             <mn>1</mn>
 
           </mrow>
 
           </mrow>
Line 1,023: Line 985:
 
         <msup>
 
         <msup>
 
           <mi>T</mi>
 
           <mi>T</mi>
           <mo>&#x2217;<!-- --></mo>
+
           <mo>&#x2217;<!-- * --></mo>
 
         </msup>
 
         </msup>
 
         <mo>+</mo>
 
         <mo>+</mo>
Line 1,030: Line 992:
 
           <mn>2</mn>
 
           <mn>2</mn>
 
         </msub>
 
         </msub>
         <mo stretchy="false">&#x2192;<!-- --></mo>
+
         <mo stretchy="false">&#x2192;<!-- ? --></mo>
 
         <mi>S</mi>
 
         <mi>S</mi>
 
         <mo>+</mo>
 
         <mo>+</mo>
Line 1,037: Line 999:
 
           <mn>2</mn>
 
           <mn>2</mn>
 
           <mrow class="MJX-TeXAtom-ORD">
 
           <mrow class="MJX-TeXAtom-ORD">
             <mo>&#x2219;<!-- --></mo>
+
             <mo>&#x2219;<!-- · --></mo>
             <mo>&#x2212;<!-- --></mo>
+
             <mo>&#x2212;<!-- - --></mo>
 
           </mrow>
 
           </mrow>
 
         </msubsup>
 
         </msubsup>
Line 1,062: Line 1,024:
 
           <mi>M</mi>
 
           <mi>M</mi>
 
           <mrow class="MJX-TeXAtom-ORD">
 
           <mrow class="MJX-TeXAtom-ORD">
             <mo>&#x2212;<!-- --></mo>
+
             <mo>&#x2212;<!-- - --></mo>
 
             <mn>1</mn>
 
             <mn>1</mn>
 
           </mrow>
 
           </mrow>
Line 1,069: Line 1,031:
 
           <mi>s</mi>
 
           <mi>s</mi>
 
           <mrow class="MJX-TeXAtom-ORD">
 
           <mrow class="MJX-TeXAtom-ORD">
             <mo>&#x2212;<!-- --></mo>
+
             <mo>&#x2212;<!-- - --></mo>
 
             <mn>1</mn>
 
             <mn>1</mn>
 
           </mrow>
 
           </mrow>
Line 1,083: Line 1,045:
 
         <msup>
 
         <msup>
 
           <mi>T</mi>
 
           <mi>T</mi>
           <mo>&#x2217;<!-- --></mo>
+
           <mo>&#x2217;<!-- * --></mo>
 
         </msup>
 
         </msup>
 
         <mo>+</mo>
 
         <mo>+</mo>
Line 1,091: Line 1,053:
 
           <mn>2</mn>
 
           <mn>2</mn>
 
         </msub>
 
         </msub>
         <mo stretchy="false">&#x2192;<!-- --></mo>
+
         <mo stretchy="false">&#x2192;<!-- ? --></mo>
 
         <mi>X</mi>
 
         <mi>X</mi>
 
         <mo>+</mo>
 
         <mo>+</mo>
Line 1,098: Line 1,060:
 
           <mn>2</mn>
 
           <mn>2</mn>
 
           <mrow class="MJX-TeXAtom-ORD">
 
           <mrow class="MJX-TeXAtom-ORD">
             <mo>&#x2219;<!-- --></mo>
+
             <mo>&#x2219;<!-- · --></mo>
             <mo>&#x2212;<!-- --></mo>
+
             <mo>&#x2212;<!-- - --></mo>
 
           </mrow>
 
           </mrow>
 
         </msubsup>
 
         </msubsup>
Line 1,123: Line 1,085:
 
           <mi>M</mi>
 
           <mi>M</mi>
 
           <mrow class="MJX-TeXAtom-ORD">
 
           <mrow class="MJX-TeXAtom-ORD">
             <mo>&#x2212;<!-- --></mo>
+
             <mo>&#x2212;<!-- - --></mo>
 
             <mn>1</mn>
 
             <mn>1</mn>
 
           </mrow>
 
           </mrow>
Line 1,130: Line 1,092:
 
           <mi>s</mi>
 
           <mi>s</mi>
 
           <mrow class="MJX-TeXAtom-ORD">
 
           <mrow class="MJX-TeXAtom-ORD">
             <mo>&#x2212;<!-- --></mo>
+
             <mo>&#x2212;<!-- - --></mo>
 
             <mn>1</mn>
 
             <mn>1</mn>
 
           </mrow>
 
           </mrow>
Line 1,294: Line 1,256:
 
</p>
 
</p>
 
<h5>Results</h5>
 
<h5>Results</h5>
<div class="col-xs-12" style="width:100%;position:relative;margin:auto;padding:0;">
+
<div class="row">
<div class="graph_box_single col-xs-12">
+
 
<img src="https://static.igem.org/mediawiki/2016/2/24/T--Exeter--Modelling_Enzyme_Graph3.png">
+
<div class="col-xs-12">
<span>Fig. 1. Using Michaelis-Menten kinetics the reaction rate of each lysozyme enzyme has  
+
been plotted for each peptidoglycan substrate concentration. The  
+
<div class="col-xs-3"></div><img style ="max-width:100%;padding: 5px 30% 5px 30%;" src="https://static.igem.org/mediawiki/2016/2/24/T--Exeter--Modelling_Enzyme_Graph3.png" />  
average reaction rate of $0.43\text{s}^{-1}$ occurs when the concentration is equal to $K_M = 0.0056\text{M}$.  
+
<div class="col-xs-12">
The maximum or initial concentration $[Pep]_{int} = 0.0083\text{M}$ of the substrate causes a reaction rate of $0.51\text{s}^{-1}$.</span>
+
<span class="caption" style="padding: 5px 10% 5px 10%;">Fig. 1. Using Michaelis-Menten kinetics the reaction rate of each lysozyme enzyme has  
</div>
+
been plotted for each peptidoglycan substrate concentration. The  
 +
average reaction rate of $0.43\text{s}^{-1}$ occurs when the concentration is equal to $K_M = 0.0056\text{M}$.  
 +
The maximum or initial concentration $[Pep]_{int} = 0.0083\text{M}$ of the substrate causes a reaction rate of $0.51\text{s}^{-1}$.  
 +
</span>
 
</div>
 
</div>
 +
<div class="col-xs-3"></div>
 +
</div>
 +
</div>
 +
 
<p id="pp">
 
<p id="pp">
 
Enzyme reaction rates have been modelled by the Michaelis-Menten kinetics model in Fig. 1, therefore the reaction  
 
Enzyme reaction rates have been modelled by the Michaelis-Menten kinetics model in Fig. 1, therefore the reaction  
 
rate decreases as the substrate concentration decreases. This graph shows that the reaction  
 
rate decreases as the substrate concentration decreases. This graph shows that the reaction  
 
rate will be greatest at the beginning of the simulation and approach zero when the cell wall is most damaged.
 
rate will be greatest at the beginning of the simulation and approach zero when the cell wall is most damaged.
 +
<br />
 +
<br />
 
</p>
 
</p>
 
<div class="col-xs-12" style="width:100%;position:relative;margin:auto;padding:0;">
 
<div class="col-xs-12" style="width:100%;position:relative;margin:auto;padding:0;">
<div class="graph_box col-xs-12">
+
<div class="graph_box col-xs-6">
 
<img src="https://static.igem.org/mediawiki/2016/8/84/T--Exeter--Modelling_Enzyme_Graph1.png">
 
<img src="https://static.igem.org/mediawiki/2016/8/84/T--Exeter--Modelling_Enzyme_Graph1.png">
 
<span>Fig. 2. The percentage of peptidoglycan compared to the original concentration plotted against time.</span>
 
<span>Fig. 2. The percentage of peptidoglycan compared to the original concentration plotted against time.</span>
 
</div>
 
</div>
<div class="graph_box col-xs-12">
+
<div class="graph_box col-xs-6">
 
<img src="https://static.igem.org/mediawiki/2016/a/a1/T--Exeter--Modelling_Enzyme_Graph2.png">
 
<img src="https://static.igem.org/mediawiki/2016/a/a1/T--Exeter--Modelling_Enzyme_Graph2.png">
 
<span>Fig. 3. Plots a smaller range of times as Fig. 2. To show the rapid decrease in peptidoglycan concentration.</span>
 
<span>Fig. 3. Plots a smaller range of times as Fig. 2. To show the rapid decrease in peptidoglycan concentration.</span>
Line 1,324: Line 1,295:
 
the reaction rate of lysozyme to slow considerably. The peptidoglycan concentration in the cell is  
 
the reaction rate of lysozyme to slow considerably. The peptidoglycan concentration in the cell is  
 
negligible until 17 minutes at which point the <i>E. coli</i> splits sharing the cell wall damage equally  
 
negligible until 17 minutes at which point the <i>E. coli</i> splits sharing the cell wall damage equally  
between the two child cells, hence cell damage drops from almost 100% to 50%. The immediate concern  
+
between the two daughter cells, hence cell damage drops from almost 100% to 50%. The immediate concern  
 
is that in this model cell death would occur far before it is able to duplicate, meaning that  
 
is that in this model cell death would occur far before it is able to duplicate, meaning that  
 
assuming no mutations the cell would terminate before 17 minutes.
 
assuming no mutations the cell would terminate before 17 minutes.
Line 1,352: Line 1,323:
 
 
 
 
<div>
+
<a id="Section_link" href="#section_4" style="display:block;margin:20px auto 0 auto;width:14px;"><span style="color:#47BCC2;font-size: 25px;" class="glyphicon glyphicon-menu-down" aria-hidden="true"></span></a>
+
</div>
+
</div>
+
<div class="col-xs-12 div_content">
+
<div id="section_4" class="link_fix"></div>
+
<div id="contentTitle">
+
Section 4
+
</div>
+
 
</div>
 
</div>
 +
 
</div>
 
</div>
 
  
 
<!--Content Ends-->
 
<!--Content Ends-->

Latest revision as of 03:17, 20 October 2016