Difference between revisions of "Team:TECHNION-ISRAEL/Results"

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<h1>Results</h1>
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<p>Here you can describe the results of your project and your future plans. </p>
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<h5>What should this page contain?</h5>
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<li> Clearly and objectively describe the results of your work.</li>
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<li> Future plans for the project. </li>
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<li> Considerations for replicating the experiments. </li>
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<h5>You should also describe what your results mean: </h5>
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<li> Interpretation of the results obtained during your project. Don't just show a plot/figure/graph/other, tell us what you think the data means. This is an important part of your project that the judges will look for. </li>
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<li> Show data, but remember all measurement and characterization data must be on part pages in the Registry. </li>
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<li> Consider including an analysis summary section to discuss what your results mean. Judges like to read what you think your data means, beyond all the data you have acquired during your project. </li>
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<h5> Project Achievements </h5>
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<p>You can also include a list of bullet points (and links) of the successes and failures you have had over your summer. It is a quick reference page for the judges to see what you achieved during your summer.</p>
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<li>A list of linked bullet points of the successful results during your project</li>
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<li>A list of linked bullet points of the unsuccessful results during your project. This is about being scientifically honest. If you worked on an area for a long time with no success, tell us so we know where you put your effort.</li>
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<h5>Inspiration</h5>
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<p>See how other teams presented their results.</p>
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<li><a href="https://2014.igem.org/Team:TU_Darmstadt/Results/Pathway">2014 TU Darmstadt </a></li>
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<li><a href="https://2014.igem.org/Team:Imperial/Results">2014 Imperial </a></li>
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<li><a href="https://2014.igem.org/Team:Paris_Bettencourt/Results">2014 Paris Bettencourt </a></li>
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<h1> Results </h1>
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<img src="https://static.igem.org/mediawiki/2017/9/91/T--TECHNION-ISRAEL--cover-results.png" class="no-rad" alt=""  style= "width:13% ; margin: auto;">
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<ul class="sidelist hidden-sm hidden-xs" style="width:auto; padding-top:0px;">
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<li> <a class="cell"  href="#Introduction" > Introduction </a> </li>
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<li> <a class="cell"  href="#TetOff" > Tet-Off  </a> </li>
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<li> <a class="cell"  href="#TriDisplay"> “Tri-Display” Optimization  </a> </li>
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<li> <a class="cell"  href="#TRETriDisplay" > “TRE-Tri-Display”  </a> </li>
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<li> <a class="cell"  href="#Apoptosis" > Apoptosis test with soluble anti-IgM </a> </li>
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<li> <a class="cell"  href="#assayplasmid" >Testing the assay plasmid </a> </li>
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<li> <a class="cell"  href="#Proofofconcept" >Proof of concept  </a> </li>
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<li> <a class="cell"  href="#Discussion" >Discussion  </a> </li>
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<h3 id="Introduction"> Introduction </h3>
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The goal of our <a target="_blank" href="https://2017.igem.org/Team:TECHNION-ISRAEL">project</a> is to <b>prevent</b> five different types of allergies and autoimmune diseases by displaying their characteristic epitopes on the membrane of stem cells. This will, theoretically, lead to deletion of these harmful immune cells, thus precluding immune reaction towards harmless substances or “self.”
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<h3> Experiments</h3>
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<p>Our experiments can be divided into three categories:<p>
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<ol class="results">
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<li>The Delay Mechanism</li>
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<li>The Tri-Display System</li>
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<li>Proof of Concept</li>
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<p>
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Before reading the results, it is important to note that all our experiments were run in duplicate, and the results below are based on a weighted median fluorescence. This means we multiplied the median fluorescent intensity by the percentage of positive cells. This was done in order to obtain consistent and reliable results.
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<h4 id="TetOff"> Tet-Off experiment</h4>
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<p>
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The full protocols for this experiment can be seen <a target="_blank" href="">here</a>.
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In order to test our delay mechanism, we co-transfected the TRE-GFP-Hgh plasmid (<a target="_blank" href="http://parts.igem.org/wiki/index.php?title=Part:BBa_K2520006" target="_blank">BBa_K2520006</a>) with the CMV-Tta-Hgh plasmid (<a target="_blank" href="http://parts.igem.org/wiki/index.php?title=Part:BBa_K2520009" target="_blank">BBa_K2520009</a>) into HSC model (HEK293 cells). After induction, we expected to see that the florescent intensity is inversely proportional to the DOX concentration. Meaning a higher concentration of Doxycycline, would correspond to a lower fluorescent intensity. For negative control we co-transfected TRE-GFP-Hgh and Puc19 into HSC model. This allowed us to test the basal expression of our system.
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<p style="text-align:center;"><b>Figure 1:</b> co-transfection of TRE-GFP plasmid and CMV-tTA plasmid in HSC model.</p>
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After induction, we expected to see that the florescent intensity is inversely proportional to the Doxycycline (analog to Tetracycline inducer) concentration. Meaning a higher concentration of Doxycycline, would correspond to a lower fluorescent intensity. For negative control we co-transfected TRE-GFP-Hgh and Puc19 into HSC model. This allowed us to test the basal expression of our system.
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<img src=" https://static.igem.org/mediawiki/2017/9/97/T--TECHNION-ISRAEL--resultsfigure1.png" class="no-rad" alt="" style="width: 100%;">
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<p style="text-align:center;"><b>Figure 2:</b> weighted median fluorescence of cells expressing GFP with different concentrations of Doxycycline.</p>
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The results shown in Figure 2 are in line with our expectations. A clear decrease in fluorescence intensity can be seen with increased concentrations of Doxycycline. At a concentration of 10ng/ml fluorescence intensity stabilizes. The negative control, TRE-GFP plasmid with Puc19, shows no fluorescent intensity for GFP, indicating that the leakiness of our Tet-Off system is very low.
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<h4 id="TriDisplay"> “Tri-Display” Optimization experiment</h4>
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<p>The full protocols for this experiment can be seen <a target="_blank" href="">here</a>.
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</p>
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<p>
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One of our goals was to successfully express three different proteins on the cellular membrane using our <a target="_blank" href="">modular plasmid</a>. We tested expression in our <a target="_blank" href="https://2017.igem.org/Team:TECHNION-ISRAEL/Model#Hadar">model cell line HEK293</a>. In order to quantify the expression level of each protein on the cellular membrane we used 3 different antibodies conjugated to fluorophores (APC, PE and FITC) and measured the fluorescence using a flow cytometer (Figure 3).
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<img src="https://static.igem.org/mediawiki/2017/2/29/T--TECHNION-ISRAEL--AB-hek-fig3new.png" class="no-rad" alt="" style="width: 100%;">
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<p style="text-align:center;"><b>Figure 3:</b> Antibodies conjugated to fluorophores bind to the tags on the membrane.</p>
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<p>In this experiment we tested four potential “Tri-Display” plasmids we designed, in order to determine which worked best. For positive control we used the <a target="_blank" href="https://2017.igem.org/Team:TECHNION-ISRAEL/Attributions">commercial pDisplay vector</a>, which contains one epitope with all three tags (figure 4).
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<p style="text-align:center;"><b>Figure 4: </b>Median fluorescence of four different optimized “Tri-Display” systems.</p>
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<p>We can see that the best "Tri-Display” vector, capable of sufficiently expressing all three proteins in almost perfectly equal ratios, is the p2a plasmid. Accordingly, we proceeded to insert the P2A based display plasmid into our final ToloGen construct, the “TRE-Tri-Display”.
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<br>
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<h4 id="TRETriDisplay"> “TRE-Tri-Display” experiment </h4>
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<p>The full protocols for this experiment can be seen <a target="_blank" href="">here</a>.
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Our final experiment was to test the ToloGen construct we created (figure 5).
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<img src="https://static.igem.org/mediawiki/2017/e/ed/T--TECHNION-ISRAEL--tretridisplayfig5.jpg" class="no-rad" alt="" style="width: 100%;">
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<p style="text-align:center;"><b>Figure 5: </b>Modular ToloGen plasmid “TRE-Tri-Display”</p>
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<p>We can see that the best "Tri-Display” vector, capable of sufficiently expressing all three proteins in almost perfectly equal ratios, is the p2a plasmid. Accordingly, we proceeded to insert the P2A based display plasmid into our final ToloGen construct, the “TRE-Tri-Display”.
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<br>
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This experiment combined both induction and immunofluorescent staining. We co-transfected the “TRE-Tri-Display” (<a target="_blank" href="http://parts.igem.org/wiki/index.php?title=Part:BBa_K2520007" >BBa_K2520007</a>)and CMV-tTA (<a target="_blank" href="http://parts.igem.org/wiki/index.php?title=Part:BBa_K2520009" target="_blank">BBa_K2520009</a>) plasmids into HSC model (HEK293). After 24 hours we made induced the cell with 6 different concentrations of Doxycycline. After 48 hours, we stained the cell with antibodies analyzed them using a flow cytometer (Figure 6). We expected to see a decrease in the fluorescent intensity of all three proteins (as we saw in the delay mechanism experiment).
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<p style="text-align:center;"><b>Figure 6: </b>weighted median fluorescence of the cells in three different channels (APC, FITC and PE), corresponding to the three different proteins, in different concentrations of Doxycycline</p>
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From the results shown in Figure 6 we can see a general decrease in the membrane expression of all three proteins as the concentration of doxycycline is increased.
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<br>
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Still, the results of this experiment are not fully satisfactory, as the expression is inconsistent with expectations at two specific concentrations, and the general fluorescence intensity is lower than we expected. We believe this may be due to the very long nature of the experiment, the dependence on co-transfection, and certain complications that delayed our flow cytometry analysis. Unfortunately, there was no time to conduct this experiment again.
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<br>
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In the future, we plan on repeating this experiment, possibly while using a cell line that constitutively expresses the tTA protein. This would allow us to forgo co-transfection and achieve more significant results.
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<h4>Proof of concept </h4>
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<p id="Apoptosis"><u>Apoptosis test with soluble anti-IgM </u></p>
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<p>In this experiment we confirmed that our
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<sup id = "cite ref-1 " class ="reference">
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<a href="#ref1" original-title>[1] </a>
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B cell model- WEHI-231 cells can undergo apoptosis with the addition of soluble anti IgM. We checked the percentage of apoptotic cells using the commercial <a target="_blank" href="">“Dead Cells Apoptosis Kit”</a> (Invitrogen). Apoptosis was measured at 24 hours, compared to a control (B cell model without anti-IgM). </p>
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<p style="text-align:center;"><b>Figure 7: </b>Detection of apoptosis using Annexin V FITC and PI assay</p>
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As can be seen from the above graphs, the percentage of B cell model that were double positive (upper right quadrant, signifying dead cells) was higher in the experiment plates (with anti-IgM) as compared to the control (without anti-IgM). In addition, there were no positive cells for Annexin V alone, meaning that there were no early apoptotic cells.
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<p id="assayplasmid"> <u> Testing the assay plasmid </u></p>
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<p>
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After we proved that our B cell model undergoes apoptosis when exposed to soluble anti-IgM, we moved on to our final assay- proof that our B cell model undergo apoptosis after exposure to a Hematopoietic stem cell model (HSC model)- HEK-293, transfected with our <a target="_blank" href="https://2017.igem.org/Team:TECHNION-ISRAEL/Demonstrate#as">assay plasmid</a>.
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First, we transfected HSC model with our <a target="_blank" href="https://2017.igem.org/Team:TECHNION-ISRAEL/Demonstrate#as">assay plasmid </a>in order to verify that the anti-IgM construct we created was functional. The anti-IgM was expressed under two promoters- a mutant EF1a ( <a href="http://parts.igem.org/wiki/index.php?title=Part:BBa_K2520023" target="_blank">BBa_K2520023</a>) promoter and a CMV promoter. We tested the functionality of our anti-IgM scFv-FC-Fusion using soluble murine IgM conjugated to a fluorophore.
  
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<p style="text-align:center;"><b>Figure 8: </b> fold change of the weighted average after extracellular staining with IgM conjugated to FITC, compared with non-transfected cells.</p>
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As can be seen, our construct was able to bind IgM more specifically than the control, though further optimization is clearly necessary. It is important to mention that although the experiment plates bound IgM more specifically than the control, the percentage of cells expressing anti-IgM was very low (0.0175% in the control, 1.535% under the CMV promoter and 1.46% under the EF1a promoter). We believe this is due to the complex nature of the antibody being displayed, and the need for dimerization on the membrane. For more on how we designed this experiment please see our <a href="https://2017.igem.org/Team:TECHNION-ISRAEL/Demonstrate">Proof of Concept page</a>.
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<p id="Proofofconcept"> <u>Proof of concept experiment </u></p>
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<p>Induce apoptosis in an immature B cell model with anti-IgM presenting Hematopoietic stem cell model  </p>
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We transfected the HSC model with our assay plasmid. After 24 hours, we washed the cells, and cocultured them with our B cell model. After an additional 24 hours (48 hours after transfection) we quantified the apoptosis of the B cell model using a “<a target="_blank" href=""> Dead Cells Apoptosis Kit</a>” (Invitrogen) and compared the results to a control plate of our B cell model in monoculture.
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<p style="text-align:center;"><b>Figure 9: </b>Detection of apoptosis using Annexin V FITC and PI assay</p>
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As can be seen from the above graphs (Figure 11), the percentage of dead B cell model was nearly twice that of the control (cocultured with non-transfected HSC model). Therefore, we can conclude that B cell model underwent apoptosis as a result of our model HSCs presenting anti-IgM. This supports the claim that our display system is capable of presenting epitopes effectively and can induce tolerance.
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<h3 id="Discussion">
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Discussion
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When we began working in the lab, we had two goals:
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<ol class="results" >
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<li>Create a functional and inducible Tri-Display plasmid that incorporates the elements of our <a  target="_blank" href="https://2017.igem.org/Team:TECHNION-ISRAEL/Design"> design</a>. </li>
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<li> <a  target="_blank" href="https://2017.igem.org/Team:TECHNION-ISRAEL/Demonstrate"> Demonstrate </a>that our system induces immune tolerance </li>
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<p>
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We believe that we have achieved both these goals. We successfully tested our display mechanism and inducible promoter separately, demonstrated that cells transfected with our modular display plasmid can induce immune tolerance, and lastly, we showed that the inducible Tri-Display plasmid showed promising results, but still requires further testing and optimization.
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In the future, we would like to further optimize both the display and delay mechanisms in order to achieve more robust and consistent expression. Furthermore, because of an unfortunate shipping delay, we did not have time to test our “Kill Switch” mechanism. In the future we plan on combining all three systems, the inducible promoter, Tri-Display system, and “Kill Switch,” thus creating the final ToloGen plasmid.
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Finally, a tremendous amount of work went in to working with our second model cell line, <a target="_blank" href="https://2017.igem.org/Team:TECHNION-ISRAEL/cell_lines#HPC7" > HPC-7 cells</a>. Not every endeavor can be successful, and within the time frame of iGEM we were not able to conduct our project experiments on these cells. Towards the end of our project we managed to successfully transfect these cells, but time ran out before we could conduct further experiments. In an effort to aid future teams and scientists we documented our efforts in detail <a target="_blank" href="https://2017.igem.org/Team:TECHNION-ISRAEL/hpc7">HERE</a>.
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<li id="ref1">Longo, Patti A., et al. "Transient mammalian cell transfection with polyethylenimine (PEI)." <i>Methods in enzymology</i> 529 (2013): 227.</li>
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<li id="ref2"> Gottschalk, Alexander R., and José Quintáns. "Apoptosis in B lymphocytes: the WEHI-231 perspective." <i>Immunology & Cell Biology</i> 73.1 (1995).</li>
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Revision as of 13:37, 31 October 2017

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Results

Results



Introduction

The goal of our project is to prevent five different types of allergies and autoimmune diseases by displaying their characteristic epitopes on the membrane of stem cells. This will, theoretically, lead to deletion of these harmful immune cells, thus precluding immune reaction towards harmless substances or “self.”



Experiments

Our experiments can be divided into three categories:

  1. The Delay Mechanism
  2. The Tri-Display System
  3. Proof of Concept

Before reading the results, it is important to note that all our experiments were run in duplicate, and the results below are based on a weighted median fluorescence. This means we multiplied the median fluorescent intensity by the percentage of positive cells. This was done in order to obtain consistent and reliable results.


Tet-Off experiment

The full protocols for this experiment can be seen here.
In order to test our delay mechanism, we co-transfected the TRE-GFP-Hgh plasmid (BBa_K2520006) with the CMV-Tta-Hgh plasmid (BBa_K2520009) into HSC model (HEK293 cells). After induction, we expected to see that the florescent intensity is inversely proportional to the DOX concentration. Meaning a higher concentration of Doxycycline, would correspond to a lower fluorescent intensity. For negative control we co-transfected TRE-GFP-Hgh and Puc19 into HSC model. This allowed us to test the basal expression of our system.




Figure 1: co-transfection of TRE-GFP plasmid and CMV-tTA plasmid in HSC model.



After induction, we expected to see that the florescent intensity is inversely proportional to the Doxycycline (analog to Tetracycline inducer) concentration. Meaning a higher concentration of Doxycycline, would correspond to a lower fluorescent intensity. For negative control we co-transfected TRE-GFP-Hgh and Puc19 into HSC model. This allowed us to test the basal expression of our system.



Figure 2: weighted median fluorescence of cells expressing GFP with different concentrations of Doxycycline.


The results shown in Figure 2 are in line with our expectations. A clear decrease in fluorescence intensity can be seen with increased concentrations of Doxycycline. At a concentration of 10ng/ml fluorescence intensity stabilizes. The negative control, TRE-GFP plasmid with Puc19, shows no fluorescent intensity for GFP, indicating that the leakiness of our Tet-Off system is very low.


“Tri-Display” Optimization experiment

The full protocols for this experiment can be seen here.

One of our goals was to successfully express three different proteins on the cellular membrane using our modular plasmid. We tested expression in our model cell line HEK293. In order to quantify the expression level of each protein on the cellular membrane we used 3 different antibodies conjugated to fluorophores (APC, PE and FITC) and measured the fluorescence using a flow cytometer (Figure 3).





Figure 3: Antibodies conjugated to fluorophores bind to the tags on the membrane.


In this experiment we tested four potential “Tri-Display” plasmids we designed, in order to determine which worked best. For positive control we used the commercial pDisplay vector, which contains one epitope with all three tags (figure 4).




Figure 4: Median fluorescence of four different optimized “Tri-Display” systems.



We can see that the best "Tri-Display” vector, capable of sufficiently expressing all three proteins in almost perfectly equal ratios, is the p2a plasmid. Accordingly, we proceeded to insert the P2A based display plasmid into our final ToloGen construct, the “TRE-Tri-Display”.



“TRE-Tri-Display” experiment

The full protocols for this experiment can be seen here.
Our final experiment was to test the ToloGen construct we created (figure 5).


Figure 5: Modular ToloGen plasmid “TRE-Tri-Display”


We can see that the best "Tri-Display” vector, capable of sufficiently expressing all three proteins in almost perfectly equal ratios, is the p2a plasmid. Accordingly, we proceeded to insert the P2A based display plasmid into our final ToloGen construct, the “TRE-Tri-Display”.
This experiment combined both induction and immunofluorescent staining. We co-transfected the “TRE-Tri-Display” (BBa_K2520007)and CMV-tTA (BBa_K2520009) plasmids into HSC model (HEK293). After 24 hours we made induced the cell with 6 different concentrations of Doxycycline. After 48 hours, we stained the cell with antibodies analyzed them using a flow cytometer (Figure 6). We expected to see a decrease in the fluorescent intensity of all three proteins (as we saw in the delay mechanism experiment).



Figure 6: weighted median fluorescence of the cells in three different channels (APC, FITC and PE), corresponding to the three different proteins, in different concentrations of Doxycycline


From the results shown in Figure 6 we can see a general decrease in the membrane expression of all three proteins as the concentration of doxycycline is increased.
Still, the results of this experiment are not fully satisfactory, as the expression is inconsistent with expectations at two specific concentrations, and the general fluorescence intensity is lower than we expected. We believe this may be due to the very long nature of the experiment, the dependence on co-transfection, and certain complications that delayed our flow cytometry analysis. Unfortunately, there was no time to conduct this experiment again.
In the future, we plan on repeating this experiment, possibly while using a cell line that constitutively expresses the tTA protein. This would allow us to forgo co-transfection and achieve more significant results.


Proof of concept

Apoptosis test with soluble anti-IgM

In this experiment we confirmed that our [1] B cell model- WEHI-231 cells can undergo apoptosis with the addition of soluble anti IgM. We checked the percentage of apoptotic cells using the commercial “Dead Cells Apoptosis Kit” (Invitrogen). Apoptosis was measured at 24 hours, compared to a control (B cell model without anti-IgM).



Figure 7: Detection of apoptosis using Annexin V FITC and PI assay


As can be seen from the above graphs, the percentage of B cell model that were double positive (upper right quadrant, signifying dead cells) was higher in the experiment plates (with anti-IgM) as compared to the control (without anti-IgM). In addition, there were no positive cells for Annexin V alone, meaning that there were no early apoptotic cells.


Testing the assay plasmid


After we proved that our B cell model undergoes apoptosis when exposed to soluble anti-IgM, we moved on to our final assay- proof that our B cell model undergo apoptosis after exposure to a Hematopoietic stem cell model (HSC model)- HEK-293, transfected with our assay plasmid.
First, we transfected HSC model with our assay plasmid in order to verify that the anti-IgM construct we created was functional. The anti-IgM was expressed under two promoters- a mutant EF1a ( BBa_K2520023) promoter and a CMV promoter. We tested the functionality of our anti-IgM scFv-FC-Fusion using soluble murine IgM conjugated to a fluorophore.




Figure 8: fold change of the weighted average after extracellular staining with IgM conjugated to FITC, compared with non-transfected cells.



As can be seen, our construct was able to bind IgM more specifically than the control, though further optimization is clearly necessary. It is important to mention that although the experiment plates bound IgM more specifically than the control, the percentage of cells expressing anti-IgM was very low (0.0175% in the control, 1.535% under the CMV promoter and 1.46% under the EF1a promoter). We believe this is due to the complex nature of the antibody being displayed, and the need for dimerization on the membrane. For more on how we designed this experiment please see our Proof of Concept page.


Proof of concept experiment

Induce apoptosis in an immature B cell model with anti-IgM presenting Hematopoietic stem cell model


We transfected the HSC model with our assay plasmid. After 24 hours, we washed the cells, and cocultured them with our B cell model. After an additional 24 hours (48 hours after transfection) we quantified the apoptosis of the B cell model using a “ Dead Cells Apoptosis Kit” (Invitrogen) and compared the results to a control plate of our B cell model in monoculture.


Figure 9: Detection of apoptosis using Annexin V FITC and PI assay



As can be seen from the above graphs (Figure 11), the percentage of dead B cell model was nearly twice that of the control (cocultured with non-transfected HSC model). Therefore, we can conclude that B cell model underwent apoptosis as a result of our model HSCs presenting anti-IgM. This supports the claim that our display system is capable of presenting epitopes effectively and can induce tolerance.



Discussion


When we began working in the lab, we had two goals:

  1. Create a functional and inducible Tri-Display plasmid that incorporates the elements of our design.
  2. Demonstrate that our system induces immune tolerance

We believe that we have achieved both these goals. We successfully tested our display mechanism and inducible promoter separately, demonstrated that cells transfected with our modular display plasmid can induce immune tolerance, and lastly, we showed that the inducible Tri-Display plasmid showed promising results, but still requires further testing and optimization.
In the future, we would like to further optimize both the display and delay mechanisms in order to achieve more robust and consistent expression. Furthermore, because of an unfortunate shipping delay, we did not have time to test our “Kill Switch” mechanism. In the future we plan on combining all three systems, the inducible promoter, Tri-Display system, and “Kill Switch,” thus creating the final ToloGen plasmid.
Finally, a tremendous amount of work went in to working with our second model cell line, HPC-7 cells. Not every endeavor can be successful, and within the time frame of iGEM we were not able to conduct our project experiments on these cells. Towards the end of our project we managed to successfully transfect these cells, but time ran out before we could conduct further experiments. In an effort to aid future teams and scientists we documented our efforts in detail HERE.




  1. Longo, Patti A., et al. "Transient mammalian cell transfection with polyethylenimine (PEI)." Methods in enzymology 529 (2013): 227.
  2. Gottschalk, Alexander R., and José Quintáns. "Apoptosis in B lymphocytes: the WEHI-231 perspective." Immunology & Cell Biology 73.1 (1995).
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