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       <h3>4.4 Additional Complications</h3>
 
       <h3>4.4 Additional Complications</h3>
 
       <p>In reality, there are a multitude of problems with quorum sensing.</p>
 
       <p>In reality, there are a multitude of problems with quorum sensing.</p>
         <p>Because many quorum sensing molecules do not diffuse through the cell membrane, it is common for cells to have some method for amppfying the intracellular concentration of autoinducer. Most commonly, this is an autoinducer-specific transport protein; this protein is frequently also promoted by the autoinducer, resulting in rapid uptake once quorum is reached.</p>
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         <p>Because many quorum sensing molecules do not diffuse through the cell membrane, it is common for cells to have some method for amppfying the intracellular concentration of autoinducer. Most commonly, this is an autoinducer-specific transport protein; this protein is frequently also regulated by the autoinducer, resulting in rapid uptake once quorum is reached.</p>
 
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   <section>
 
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     <div class="card">
      <h3>5.1 What is Quorus</h3>
 
 
       <p>Quorus is our system which combines the advantages of both inducible expression and quorum sensing - optimizing yield and activation rate without requiring an artificial inducer.</p>
 
       <p>Quorus is our system which combines the advantages of both inducible expression and quorum sensing - optimizing yield and activation rate without requiring an artificial inducer.</p>
 
       <p>As you can see, Quorus, once cells reach quorum, has an activation rate nearly as high as IPTG-based expression, and a similar growth rate. Save for the cells activating themselves, they're as good as inducible cells.</p>
 
       <p>As you can see, Quorus, once cells reach quorum, has an activation rate nearly as high as IPTG-based expression, and a similar growth rate. Save for the cells activating themselves, they're as good as inducible cells.</p>
      <p>This was achieved by modifying the lsr operon, a universal quorum sensing operon used by many species.</p>
+
       <p>To learn how it all works, scroll down.</p>
      <br>
+
       <p>To understand quorum sensing and Quorus in more details, see Design.</p>
+
      <p>To see the ultimate outcome, see Results.</p>
+
      <p>To see how we did it, check Experiments and Notebook</p>
+
      <p>We've created very detailed population dynamics models that corroborate our data with a literature-derived expression model.</p>
+
      <p>To see the parts we've created, check Parts</p>
+
      <p>You can find all the things we learned and all the things we taught in Human Practices.</p>
+
      <p>Meet the people that made it happen at Team.</p>
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     </div>
 
   </section>
 
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</article>
 +
 +
<article>
 +
<div class="row">
 +
  <div class="grid-selection">
 +
    <h2>Description</h2>
 +
    <p>Learn more about how Quorus works.</p>
 +
    <img src="https://static.igem.org/mediawiki/2018/6/60/T--Virginia--2018_writeups.svg" alt="Modular">
 +
    <a href="https://2018.igem.org/Team:Virginia/Description" class="buttonoverview">Description</a>
 +
  </div>
 +
  <div class="grid-selection">
 +
    <h2>Labwork</h2>
 +
    <p>See how we made it real.</p>
 +
    <img src="https://static.igem.org/mediawiki/2018/5/5c/T--Virginia--2018_labwork.svg" alt="Modular">
 +
    <a href="https://2018.igem.org/Team:Virginia/Overview_Labwork" class="buttonoverview">Labwork</a>
 +
  </div>
 +
  <div class="grid-selection">
 +
    <h2>Parts</h2>
 +
    <p>See our detailed population and cellular dynamics models.</p>
 +
    <img src="https://static.igem.org/mediawiki/2018/0/00/T--Virginia--2018_part_composite.svg" alt="Design">
 +
    <a href="https://2018.igem.org/Team:Virginia/Parts" class="buttonoverview">Parts</a>
 +
  </div>
 +
  <div class="grid-selection">
 +
    <h2>Model</h2>
 +
    <p>See our detailed population and cellular dynamics models.</p>
 +
    <img src="https://static.igem.org/mediawiki/2018/6/6d/T--Virginia--2018_quorus.svg" alt="Design">
 +
    <a href="https://2018.igem.org/Team:Virginia/Model" class="buttonoverview">Model</a>
 +
  </div>
 +
  <div class="grid-selection">
 +
    <h4>Human Practices</h4>
 +
    <p>All the people we learned from and gave back to.</p>
 +
    <img src="https://static.igem.org/mediawiki/2018/f/fb/T--Virginia--2018_hp.svg" alt="Design">
 +
    <a href="https://2018.igem.org/Team:Virginia/Overview_HP" class="buttonoverview">Human Practices</a>
 +
  </div>
 +
  <div class="grid-selection">
 +
    <h2>Team</h2>
 +
    <p>Meet the people that put it together.</p>
 +
    <img src="https://static.igem.org/mediawiki/2018/2/2d/T--Virginia--2018_team.svg" alt="Design">
 +
    <a href="https://2018.igem.org/Team:Virginia/Team" class="buttonoverview">Team</a>
 +
  </div>
 +
  <div class="grid-selection">
 +
    <h2>Awards</h2>
 +
    <p>See our achievements!</p>
 +
    <img src="https://static.igem.org/mediawiki/2018/f/fd/T--Virginia--2018_awards.svg" alt="Design">
 +
    <a href="https://2018.igem.org/Team:Virginia/Awards" class="buttonoverview">Awards</a>
 +
  </div>
 +
</div>
 
</article>
 
</article>
  

Latest revision as of 03:55, 18 October 2018

<header></header> <script>

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<article class="banner">

 <section>
   <img src="https://static.igem.org/mediawiki/2018/3/3c/T--Virginia--2018_dark.svg" alt="logo">

Microbial Symphony

 </section>

</article>

<article class="call-to-action">

 <section>

1.1

By transforming these cells with our own synthetic genes, we can produce proteins of interest. This is the foundational goal of biomanufacturing.

     <img src="https://static.igem.org/mediawiki/2018/9/92/T--Virginia--2018_Plasmid-Gallery.svg">
 </section>
 <section class="scroll-action">

1. Background

These are normal Escherichia coli. cells. Given nutrients and space, they will grow, producing various proteins.

Strain: Unmodified E. coli

Division Time: 1 hour

Yield: N/A

 </section>
 <section>

1.2

An important component of these genes is their promoter, which determines how and when they are expressed. There are two common ways genes are induced in biomanufacturing; constitutive and inducible expression.

 </section>

</article>

<article id="constitutive-article">

 <section>

2.1 Constitutive Promoters

Constitutive promoters result in constant expression. The primary benefit of this "system" is its inherent simplicity - expression will occur with no intervention. A cell will always be producing the protein of interest, from its first division to its last.

2.3

Very little protein of interest is produced because the colony isn't given the chance to mature - so many of the cells' resources are committed towards producing the protein that the colony's growth rate is reduced.

 </section>
 
 <section class="scroll-action">

2. Constitutive Expression

These E. coli have been modified with a constitutively promoted gene of interest.

Strain: E. coli with constitutive expression

Division Time: 3 hours

Yield: Low

 </section>
 <section>

2.2

While this is appropriate for experimentation, when optimizing for biomanufacturing, constitutive promoters begin to show their flaws: Low yields.

 </section>

</article>

<article id="inducible-article">

 <section>

3.1 Inducible Promoters

Inducible promoters are an improvement over constitutive expression because they give the manufacturer a degree of control over the gene.

3.3

As you can see, this results in similar levels of expression to constitutive promoters, given a high enough concentration of inducer. Furthermore, because the colony does not express the gene before the inducer is added, growth happens as quickly as possible; gene expression can be delayed until the colony reaches full size.

 </section>
 <section class="scroll-action">

3. Inducible Expression

These E. coli have been modified with an artificially inducible gene of interest.

Strain: Inducible E. coli

Division Time: 1 hours

Yield: High

 </section>
 <section>

3.2 Inducer

These promoters will only express the protein of interest in the presence of some inducer - such as the artificial inducer IPTG - is added to the culture or bioreactor.

     <button class="inducible_button">Add some IPTG</button>

3.4

However, this requires intervention of the biomanufacturer or experimenter during the production cycle, and adds the cost of the inducer to production.

 </section>

</article>

<article id="wild-type">

 <section>

4.1 Quorum Sensing Genes

Quorum Sensing is a natural phenomenon observed in many single-celled organisms. Quorum sensing results in gene expression once the bacterial colony has reached a certain density of cells, often called "colony size".

4.3 Advantages

On paper, this is fantastic. No need to add an inducer because cells just make their own inducer; no need to add an expensive aritificial inducer. There are all the benefits of constitutive and inducible expression; cells are allowed to grow to a colony size appropriate for manufacturing before they begin expressing the gene of interest.

4.4 Additional Complications

In reality, there are a multitude of problems with quorum sensing.

Because many quorum sensing molecules do not diffuse through the cell membrane, it is common for cells to have some method for amppfying the intracellular concentration of autoinducer. Most commonly, this is an autoinducer-specific transport protein; this protein is frequently also regulated by the autoinducer, resulting in rapid uptake once quorum is reached.

 </section>
 <section class="scroll-action">

4. Quorum Sensing

These E. coli have been modified with a set of wild-type quorum sensing genes.

Strain: Wild-type quorum sensing E. coli

Division Time: 1 hour

Yield: Moderate

 </section>
 <section>

4.2 Mechanism

Fundamentally, the gene expression almost identically to inducible expression. Some small inducer molecule enters the cell and results in expression of a gene with a promoter corresponding to that inducer. The main difference is that strains that make use of quorum sensing produce their own autoinducer - resulting in a buildup of this autoinducer over time, and eventual, automatic gene expression.

The problem with this is activation frequency. Once quorum is reached, cells will very rapidly drain the extracellular medium of all autoinducer - starving a significant fraction of cells of autoinducer, and preventing them from reaching quorum.

In nature, this is an acceptable outcome, but for biomanufacturing, this limits the use and value of quorum sensing.

 </section>

</article>

<article id="reader-break">

 <section>

Is there something better?

All of these methods for gene expression seem to have drawbracks.

Constitutive expression results in low yields because the organism is not given time to reach a sufficient colony size.

Inducible expression allows precise control of this growth before expression, but requires use of an expensive inducer molecule.

Quorum sensing seems to be the best of both worlds - but the low wild-type activation rate again brings yields below levels that can be achieved with inducible expression.

5. Introducing...

         <img src="T--Virginia--2018_light.png">
</section>

</article>

<article id="quorus-article">

 <section>

Quorus is our system which combines the advantages of both inducible expression and quorum sensing - optimizing yield and activation rate without requiring an artificial inducer.

As you can see, Quorus, once cells reach quorum, has an activation rate nearly as high as IPTG-based expression, and a similar growth rate. Save for the cells activating themselves, they're as good as inducible cells.

To learn how it all works, scroll down.

 </section>
 <section class="scroll-action">

Strain: Quorus

Division Time: 1 hours

Yield: High

 </section>

</article>

<article>

Description

Learn more about how Quorus works.

   <img src="https://static.igem.org/mediawiki/2018/6/60/T--Virginia--2018_writeups.svg" alt="Modular">
   <a href="https://2018.igem.org/Team:Virginia/Description" class="buttonoverview">Description</a>

Labwork

See how we made it real.

   <img src="https://static.igem.org/mediawiki/2018/5/5c/T--Virginia--2018_labwork.svg" alt="Modular">
   <a href="https://2018.igem.org/Team:Virginia/Overview_Labwork" class="buttonoverview">Labwork</a>

Parts

See our detailed population and cellular dynamics models.

   <img src="https://static.igem.org/mediawiki/2018/0/00/T--Virginia--2018_part_composite.svg" alt="Design">
   <a href="https://2018.igem.org/Team:Virginia/Parts" class="buttonoverview">Parts</a>

Model

See our detailed population and cellular dynamics models.

   <img src="https://static.igem.org/mediawiki/2018/6/6d/T--Virginia--2018_quorus.svg" alt="Design">
   <a href="https://2018.igem.org/Team:Virginia/Model" class="buttonoverview">Model</a>

Human Practices

All the people we learned from and gave back to.

   <img src="https://static.igem.org/mediawiki/2018/f/fb/T--Virginia--2018_hp.svg" alt="Design">
   <a href="https://2018.igem.org/Team:Virginia/Overview_HP" class="buttonoverview">Human Practices</a>

Team

Meet the people that put it together.

   <img src="https://static.igem.org/mediawiki/2018/2/2d/T--Virginia--2018_team.svg" alt="Design">
   <a href="https://2018.igem.org/Team:Virginia/Team" class="buttonoverview">Team</a>

Awards

See our achievements!

   <img src="https://static.igem.org/mediawiki/2018/f/fd/T--Virginia--2018_awards.svg" alt="Design">
   <a href="https://2018.igem.org/Team:Virginia/Awards" class="buttonoverview">Awards</a>

</article>

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