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+ | <a class="item" href="https://2016.igem.org/Team:Slovenia/ModelLogic"> | ||
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+ | <b>Modeling logic gates</b> | ||
+ | </a> | ||
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+ | <a class="item" href="https://2016.igem.org/Team:Slovenia/CoiledCoilInteraction" style="color:#DB2828"> | ||
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+ | <b>Coiled-coil interaction model</b> | ||
+ | </a> | ||
+ | <a class="item" href="#intro" style="margin-left: 10%"> | ||
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+ | <b>Achievements</b> | ||
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+ | <b>Model</b> | ||
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+ | <b>Protease inducible secretion</b> | ||
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+ | <h1 class="ui left dividing header"><span id="intro" class="section colorize"> </span>Coiled-coil interaction model</h1> | ||
+ | <div class = "ui segment" style = "background-color: #ebc7c7; "> | ||
+ | <p><b><ul><li>Model of a two state inducible system based on autoinhibitory coiled coil interactions was designed.<li>Range of $Kd_B$ and $Kd_b$ values resulting in optimal signal to noice ratio was determined. | ||
+ | </ul></b></p> | ||
+ | </div> | ||
+ | <h5><div class="ui segment"><span id="model" class="section colorize"> </span></h5> | ||
+ | <p>Logic operations in biological systems have been tested with several approaches | ||
+ | <x-ref>Singh2014</x-ref> | ||
+ | . Our project | ||
+ | relies on the reconstitution of split protein promoted by coiled-coil (CC) dimerization. The | ||
+ | interaction between CC peptides can be finely tuned | ||
+ | <x-ref>Woolfson2005, Gradisar2011, Negron2014</x-ref> | ||
+ | , thereby CCs offers a flexible and | ||
+ | versatile platform in terms of designing logic operation <i>in vivo</i>. With the purpose of | ||
+ | understanding the relation that underlies the interaction between coiled-coil peptides and | ||
+ | therefore using them in logic gates, we designed the following model ( | ||
+ | <ref>5.4.1.</ref> | ||
+ | ). Our system is based on constructs that have been characterized in mammalian cells in the | ||
+ | context of <a href="https://2016.igem.org/Team:Slovenia/Protease_signaling/Logic">logic | ||
+ | function | ||
+ | design</a>. Two orthogonal CC segment, <b>A</b> and <b>b</b>, fused together in on chain can bind each | ||
+ | other and form a stable CC pair. This complex exists in combination with the peptide <b>B</b>, | ||
+ | which | ||
+ | can also bind the peptide <b>A</b> and has a different affinity from the peptide <b>b</b>. The linker that | ||
+ | connects <b>A</b> and <b>b</b> can be cleaved by a generic protease (e.g. TEVp), this irreversible reaction | ||
+ | shifts the equilibrium towards a state in which all of the three peptides are free in | ||
+ | solution | ||
+ | and therefore compete for binding. In our experiments, a similar system as the generic coils | ||
+ | <b>A</b> | ||
+ | and <b>B</b> was fused to the <a | ||
+ | href="https://2016.igem.org/Team:Slovenia/Protease_signaling/Reporters#cle">split | ||
+ | reporter | ||
+ | firefly luciferase</a>. | ||
+ | </p> | ||
+ | |||
+ | <div style="float:left; width:100%"> | ||
+ | <figure data-ref="5.4.1."> | ||
+ | <img | ||
+ | src="https://static.igem.org/mediawiki/2016/9/98/T--Slovenia--5.4.1.png"> | ||
+ | <figcaption><b> Scheme representing the CC interaction model </b><br/> | ||
+ | <p style="text-align:justify">The two state | ||
+ | system | ||
+ | is considered at inducible by activity of TEV protease and signal both before and | ||
+ | after | ||
+ | cleavage is represented as reconstitution on split firefly luciferase reporter. | ||
+ | </p> | ||
+ | </figcaption> | ||
+ | </figure> | ||
+ | </div> | ||
+ | <p>The relationship between the signal before and after cleavage by proteases is represented by | ||
+ | the | ||
+ | difference [AB] - [AB-b]. In order to understand the optimal combination of dissociation | ||
+ | constant required to obtain a good signal we solved two systems of equations set up | ||
+ | considering | ||
+ | the two state of the reaction scheme, Before cleavage and After cleavage, (1) and (6) respectively, as separate | ||
+ | phases | ||
+ | of the reaction and additionally, considering cleavage as an irreversible and complete | ||
+ | reaction.</p> | ||
+ | <p>Given values for total concentrations and Kd (from 10<sup>-9</sup> to 10<sup>-3</sup> M) the | ||
+ | equations, for the | ||
+ | reaction constants (2), (3) and (7), (8) and and for mass conservation (4), (5) and (9), (10), (11) were solved for the | ||
+ | species at equilibrium.</p> | ||
+ | Before cleavage | ||
+ | \begin{equation} | ||
+ | \ce{Axb + B <=>[Kd_x] A-b + B <=>[Kd_B] AB-b} | ||
+ | \end{equation} | ||
+ | \begin{align} | ||
+ | Kd_x &= \frac{[A-b]}{[Axb]} \label{1.1-2}\\ | ||
+ | Kd_B &= \frac{[A-b] * [B]}{[AB - b]} \\ | ||
+ | c_B &= [B] + [AB-b]\\ | ||
+ | c_A-b &= [A-b]+[Axb]+[AB-b] \label{2.1-2} | ||
+ | \end{align} | ||
+ | After cleavage | ||
+ | \begin{equation} | ||
+ | \ce{Ab + B <=>[Kd_b] A + b + B <=>[Kd_B] AB + b} | ||
+ | \end{equation} | ||
+ | \begin{align} | ||
+ | Kd_b &= \frac{[A] * [b]}{[Ab]} \label{1.3-4}\\ | ||
+ | Kd_B &= \frac{[A] * [B]}{[AB]} \\ | ||
+ | c_A &= [A]+[AB]+[Ab]\\ | ||
+ | c_B &= [B] +[AB]\\ | ||
+ | c_b &= [b] + [Ab] \label{2.3-5} | ||
+ | \end{align} | ||
+ | |||
+ | The two systems are connected by the relation between the dissociation constants $Kd_b$ and | ||
+ | $Kd_x$, | ||
+ | \begin{equation} | ||
+ | Kd_x = Kd_b * 4 * 10^{-3} M^{-1} | ||
+ | \end{equation} | ||
+ | This relation approximates the higher affinity between the coils A and b when they are | ||
+ | covalently | ||
+ | linked by a short peptide (as in the system “Before cleavage”) | ||
+ | <x-ref>Moran1999, Zhou2004</x-ref> | ||
+ | . | ||
+ | <p>The results have been plotted varying the $K_d$ for the interaction of <b>A</b> with both <b>B</b> and <b>b</b>, | ||
+ | against | ||
+ | the difference [AB] - [AB-b], where [AB] is considered the signal after cleavage and [AB-b] | ||
+ | the | ||
+ | signal before cleavage (leakage). The system revealed that in order to obtain a high | ||
+ | difference | ||
+ | between signal and leakage a high affinity of the coil <b>B</b> for the coil <b>A</b> (low $Kd_B$) is | ||
+ | required, | ||
+ | while on the other hand an excessive destabilization of the autoinhibitory coil <b>b</b> (high | ||
+ | $Kd_b$) | ||
+ | would prevent the signal to be visible ( | ||
+ | <ref>5.4.2.</ref> | ||
+ | ). | ||
+ | </p> | ||
+ | <div style="float:left; width:100%"> | ||
+ | <figure data-ref="5.4.2."> | ||
+ | <img | ||
+ | src="https://static.igem.org/mediawiki/2016/7/76/T--Slovenia--5.4.2.png"> | ||
+ | <figcaption><b> Difference between [AB] and [AB-b] depending on the ratio of Kd | ||
+ | values.</b><br/> | ||
+ | <p style="text-align:justify">The plots display the difference (M) between the signal before | ||
+ | after | ||
+ | and the proteolytic cleavage (left) and the concentration of the species responsible | ||
+ | for | ||
+ | leakage [AB-b] (right) in a range of different Kd values. | ||
+ | </p> | ||
+ | </figcaption> | ||
+ | </figure> | ||
+ | </div> | ||
+ | |||
+ | <p>This relationship suggested to try using a different version of the coiled-coils available in | ||
+ | the | ||
+ | toolset already used by the <a href="https://2009.igem.org/Team:Slovenia">Slovenian iGEM 2009 | ||
+ | team</a> | ||
+ | <x-ref>Gradisar2011</x-ref>. In order to | ||
+ | obtain a detectable signal for <a | ||
+ | href="https://2016.igem.org/Team:Slovenia/Protease_signaling/Logic">logic operation | ||
+ | in | ||
+ | vivo </a> we decided | ||
+ | to use an inhibitory coiled-coil, which would be displaced by the second coiled-coil with | ||
+ | higher | ||
+ | affinity, only once is cleaved off its partner ($ Kd_B \lt Kd_b $). In doing so we selected | ||
+ | P3 as | ||
+ | <b>B</b> and | ||
+ | P3mS as <b>b</b>, these two coiled-coil peptides present only few substitutions and the higher | ||
+ | solubility of P3mS (<b>b</b>), which presents Gln and Ser instead of Ala in <i>b</i> and <i>c</i> position of the | ||
+ | heptads, would favour the dissociation. We also tried differently destabilized versions of | ||
+ | P3 | ||
+ | and it turned out that, as in the forehead described model, an excessive destabilization | ||
+ | (obtained by substituting a and d positions with Ala) leads to a small difference of the | ||
+ | signal | ||
+ | before and after cleavage. Using a slightly destabilized coiled-coil (P3mS-2A), which | ||
+ | presents | ||
+ | only 2 alanines in the second heptad, the signal after cleavage reached its maximum of 16 | ||
+ | folds (<a href="https://2016.igem.org/Team:Slovenia/Protease_signaling/Logic#autoinhibitory">Logic Figure 10</a>).</p> | ||
+ | </div> <h1 class="ui left dividing header"><span id="ref-title" class="section colorize"> </span>References | ||
+ | </h1> | ||
+ | <div class="ui segment citing" id="references"></div> | ||
+ | </div> | ||
+ | </div> | ||
+ | </div> | ||
+ | </div> | ||
+ | </div> | ||
+ | <div> | ||
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+ | </a> | ||
+ | </div> | ||
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Revision as of 00:52, 19 October 2016
Protease inducible secretion
To achieve a fast regulated cellular response resulting in the release of a protein, we decided to mimic the release of insulin from beta cells where the protein of interest is pre-formed and present in the cell in secretory granules. In contrast to the specialized storage and release mechanism of insulin from beta cells we wanted to develop a more general and modular solution by making use of components already existing in different types of cells. Additionally, there should be minimal leakage from the protein depot in the uninduced state and after induction secretion from the cell should be fast.
Not many systems for the inducible release of proteins have been engineered to
date. In one of the few examples Rivera et al. developed a system where the
protein of interest
was fused to a conditional aggregation domain (CAD).
Many proteins that reside on the membrane or in the lumen of the ER contain short
peptide signals. Proteins present in the lumen of the ER contain a KDEL C-terminal
sequence
(Lys-Asp-Glu-Leu) while type I transmembrane (TM) proteins contain a dilysine (KKXX)
motif on their C-terminus (cytosolic side).
Our idea was that if we proteolytically remove the retention signal, the protein of interest would no longer be retrieved back to the ER and could be secreted from the cell. To achieve this we designed two types of secretory reporters, one type based on the luminal retention using KDEL sequence and the other based on the transmembrane retention with a KKMP sequence. In each case, the retention sequence was preceded by a TEVp cleavage site to allow for inducible secretion, which could be replaced by any other peptide target of our orthogonal protease set.
Results
Secretion from the ER lumen
To achieve and detect the inducible secretion from the ER lumen, we created two reporter constructs with a cleavable KDEL sequence targeted to the ER lumen: SEAPKDEL and TagRFPKDEL. Those proteins contained a protease target motif between the reporter domain and the KDEL domain, aimed to enable protein secretion after the proteolytic cleavage. We used a TEVp variant (erTEVp) for all of our experiments with luminal retention.
In order to rely on TEVp cleavage in the ER lumen, we had to take some additional considerations into account. Cesaratto et al. Cesaratto2015 reported that the wild type TEV protease is not active in the lumen of ER. They designed a TEV protease variant active in the endoplasmic reticulum by preventing two major types of post-translational modifications: N-glycosylation and cysteine oxidation. To avoid these inhibiting modifications, mutations N23Q, C130S and N171T were made. To ensure correct localization and accumulation of this TEVp variant inside the endoplasmic reticulum, we also attached a signal sequence at the N-terminus and KDEL at the C-terminus of the protein.
When the TagRFPKDEL reporter ( 1 A) was expressed in the ER without an active erTEVp we confirmed its localization in the ER with confocal microscopy ( 1 B). Additionally, we could not detect any TagRFP in the cell medium with Western blotting. When erTEVp was present and active in the ER, the KDEL sequence was removed from the reporter and the protein was secreted from the cell, which we detected with Western blot ( 1 C), demonstrating that proteolytic activity in the ER can regulate protein secretion.
Using SEAPKDEL we were able to confirm that the reporter is not present in the cell medium without coexpression of erTEVp. When erTEVp was cotransfected with the reporter, we detected a large increase in enzymatic activity in the medium ( 2 ).
Secretion from the ER membrane
The second approach to regulate protein secretion from the ER by protease was to used KKMP ER retention peptide linked to the transmembrane protein with a protease target motif on the cytoplasmic side, N-terminal to the KKMP peptide. A transmembrane (TM) domain from the B-cell receptor (Bba_K157010) was used for the integration of target proteins in the ER membrane. Similar as described above, two reporter constructs with SEAP and TagRFP (SEAP:TMKKMP and TagRFP:TMKKMP) were designed and the constructs also contained a signal sequence at their N-terminus and a proteolytically cleavable ER retention signal at their C-terminus. In case of the transmembrane targeted reporters we used the KKMP retention signal preceded by 3 copies of the TEVp cleavage site on the cytosolic side of the membrane.
Additionally, either one or four furin cleavage sites were inserted between the protein of interest on the luminal side of the ER, which enable cleavage of the reporter protein from the membrane, but this could occur only after the KKMP had been removed and the protein could enter the trans-GA. Furin is a native cellular endoprotease that is active only in the trans-GA.Henrich2003 This allowed us to design our constructs so that they are cleaved off of the membrane without any modified scar sequences attached to them.
Localization of the TagRFP:TMKKMP reporter was confirmed by the confocal microscopy. We used a control reporter without the KKMP retention signal (TagRFP:TM) which we detected both on the ER and the plasma membrane ( 3 A). In case of the present KKMP retention signal, the reporter was detected only on the ER ( 3 B). When TagRFP:TMKKMP was coexpressed with TEVp, localization of the reporter was similar to the localization of the positive control (TagRFP:TM) on the plasma membrane and the ER ( 3 C).
A band with a slightly larger apparent size than the expected size of TagRFP (28 kDa) was detected by western blotting in cells transfected with TagRFP:TM. We showed that the unexpected difference in size was due to glycosylation, as we detected the protein at the expected size after deglycosylation of the medium sample with N-glycosidase F. We were unable to detect a corresponding band in the medium of cells transfected with TagRFP:TMKKMP in the absence of the protease.
Together, these results confirm that localization and secretion of the protein reporter with the transmembrane domain depends on the presence and proteolysis of the KKMP retention signal and that proteolysis can be used to induce secretion of already synthesized protein.
Finally, we cotransfected cells with SEAP:TMKKMP and rapamycin-inducible split TEVp. We detected increased levels of the SEAP enzymatic activity in the medium of cells stimulated with rapamycin, which was dose dependent with respect to the amount of the transfected reporter-coding plasmid ( 4 ). These results confirm that secretion of a target protein can be made inducible by an externally supplied signal, processed through our split protease system.
References
Coiled-coil interaction model
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