Team:Berkeley/Project

From 2011.igem.org

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Latest revision as of 02:20, 29 October 2011

The question of how cells detect specific molecules has always been important to biology, but is becoming an increasingly useful question to ask as we begin to engineer life. The applications of biosensing are widespread. There is a demand for biological diagnostic tools in medical or environmental applications, like detecting diseases or environmental contaminants. Sensing also has applications in biosecurity systems, when bioengineers try to develop strains that are stably dependent on the presence certain molecules. Finally, developing sensing systems for specific molecules is invaluable in metabolic engineering, because it allows for construction of metabolite-specific selection schemes.

Traditionally, most sensing systems in synthetic constructs have been borrowed from nature. However, very often researchers want to detect a ligand that does not have a receptor in the existing list of characterized sensors. Scanning natural systems for proteins that bind to a specific molecules is difficult and time-consuming, when it is not impossible. As synthetic biology realizes more and more unnatural functions, we will want to be able to design cells that can detect molecules that life has never before responded to. This is something we cannot achieve using natural receptors.

Here at Berkeley we were motivated to address this problem by constructing a biosensing mechanism that could be readily adapted to the ligand of choice. We wanted to build a modular biosensing device that could be modified by swapping binding domains. This approach would provide a standard method for engineering biosensors that could make use of both natural binding domains, optimized by evolution, as well as engineered domains that respond to molecules outside the range of natural receptors.

ToxR is a characterized transmembrane transcription factor from Vibrio cholerae with active domains in both the periplasm and cytoplasm. Natively, it is involved in the transcription of a number of virulence factors, including the two subunits of the cholera toxin ctxAB and the TCP pilus. It is activated in trans by ToxS, a membrane-anchored periplasmic protein coded by the gene directly downstream of ToxR. Active ToxS in the periplasm stabilizes the dimerization of the periplasmic domain of ToxR. The association passes through the membrane, bringing the cytoplasmic domains of ToxR together to form an active homodimer. The active ToxR dimers drive transcription from the ctx promoter by binding to TTTGAT repeats and recruiting transcription machinery.

ToxR elegantly allows Vibrio cholerae rapid sensing and the activation of pathogenic functions. Virulence factors such as those controlled by this system are often clustered in the genome within pathogenicity islands, remnants from a past horizontal gene transfer. The simplicity and orthogonality of the systems contained in these small virulence cassettes make them an ideal source for modular biosynthetic tools. Indeed, one of the reasons ToxR is so interesting is that it single handedly achieves the task of the standard two-component signal transduction pathway: it is activated in the periplasm and directly promotes transcription in the cytoplasm. The simplicity of this regulation system and the scope of this single protein make it an ideal starting point for synthetic design.

Dimerization of ToxR has been found to activate the ctx promoter in Vibrio cholerae by binding directly to the DNA. DiRita et. al. (1991). ToxS detects changes in the environment, interacts with, and dimerizes ToxR's periplasmic domain. Dimerization of the periplasmic domain of ToxR results in dimerization of the cytoplasmic domain, which activates transcription of the ctx promoter. The ToxR domains are all on one peptide, so signals can be quickly relayed from the periplasm to the cytoplasm. This unique aspect of ToxR makes it a good part for building a biosensor. We aim to make a biosensor by further engineering this dimerization-dependent transcriptional activation feature of the ToxR system to be ligand dependent.

We hypothesized that we could create a biosensor if we attach ligand dependent dimerizing proteins to the periplasmic domain of ToxR. The periplasmic domain will dimerize only in the presence of a particular ligand. The ligand dependent dimerization of the periplasmic domain of the ToxR fusion will cause the cytoplasmic domain of ToxR to dimerize, activating the ctx promoter. By putting GFP after the ctx promoter, we can then detect if the ctx promoter is activated.

The first step was to validate that a ToxR based two-hybrid system could be expressed in E. coli and that we could cause dimer-dependent transcriptional activation using a chimeric ToxR with periplasmic domains of our choosing. We started by truncating ToxR to eliminate the periplasmic domain because the dimerization state of ToxR's cytoplasmic domain controls transcription. Next, we built a translational fusion of the constitutively dimerizing leucine zipper protein IILK to the ToxR truncation. The constitutively dimerizing protein IILK portion of the translational fusion is located in the periplasm, while the ToxR cytoplasmic domain remains in the cytoplasm. The constitutively dimerizing IILK periplasmic domain should dimerize, causing the cytoplasmic domain of ToxR to dimerize, activating transcription from the ctx promoter.

The initial ToxR chimeras under the pBAD promoter were toxic to the cell, were difficult to express, and behaved unpredictably. Even at low concentrations of arabinose, there was high toxicity and cells did not grow well. The graphs below show ToxR fused to Lambda-Rep, a different constitutive dimerizing protein (similar in behavior to IILK with ToxR fusions) that we used as the periplasmic domain in ToxR chimeras. The left graph demonstrates decreased growth and the right demonstrates low fluorescence with increasing arabinose. Both poor growth and low fluorescence are a result of toxicity from ToxR based chimeras.

In order to resolve the toxicity of ToxR, we constructed a new design principle. Stress is a natural regulatory cue in bacteria that dictates changes in behavior or expression levels. We decided to look into the E. coli genome for stress-based regulatory elements. We wanted to find a promoter that would drive transcription while the cell was happy and health, but would shut down in response to cellular stress, behaving as a self-regulating expression system. Toxic over expression of ToxR would be down regulated with this negative feedback system. With this method, we are able to express ToxR chimeras at optimal levels without toxicity to the cell.

Stress is a common regulatory cue that allows organisms to adjust to variable conditions in the environment. As a result, stress-responsive regulatory elements are prevalent motifs in nature. Due to the toxicity caused by the toxR chimeras in E. coli, a method of regulating its expression to produce the maximum amount of ToxR chimera without killing the cell was needed. We hypothesized that the E. coli genome likely contains such stress responsive regulatory systems from which regulatory feedback systems can be constructed. Expression of the ToxR chimera to toxic levels by stress promoters can be downregulated by stress in a feedback loop. This maintains a high but nonlethal level of expression of the toxic gene.

In order to construct a feedback system, we analyzed microarray data of the E. coli genome for regulatory elements downregulated by stress. Moen, et. al. (2009) subjected E. coli to generalized stresses and measured the global mRNA levels of all genome elements for stress response. From their data, we identified 35 potential stress promoters that were downregulated under all stress conditions tested for further characterization. We isolated the region of the genome upstream of the ORF through PCR and placed the resulting pool of 35 stress promoters in front of GFP.

The construct was transformed into E. coli and subjected to general stress conditions. We measured the fluorescence with a tecan plate reader and looked for decreased fluorescence. While not all promoters responded by downregulating GFP expression, a few did show a significant change in fluorescence, with the cold condition yielding the best data. The fluorescence measurements from the Tecan plate reader were confirmed by flow cytometry.

Since some of the stress promoters displayed the desired behavior, we proceeded to incorporate the stress promoter pool into a stress response system with ToxR. In our stress feedback system, expression of the ToxR chimera activates the ctx promoter (Pctx), driving GFP production, and creates cellular stress. The stress promoter responds to stress by downregulating ToxR-IILK expression to a nonlethal level, allowing the cell to maintain a high level of ToxR chimera expression without toxicity.

In order to ensure nonlethal expression of the ToxR chimera, we created an rbs library for each of the 35 stress promoters to construct a promoter-rbs library in front of ToxR-IILK. We transformed the plasmid into cells containing Pctx.RBS.GFP and grew them up to assay the efficacy of the stress responsive feedback system. In our growth assay, we looked for large, healthy colonies as well as strong fluorescence, indicators of robust growth and desired expression levels.

From our combinatorial approach towards the construction of the stress-responsive feedback system, we were able to obtain big, healthy green colonies growing on our plates. The observation of big colonies indicated that our cells were healthy and not experiencing any apparent cellular stress. The high levels of GFP observed in the colonies indicated that cells were expressing enough ToxR chimera to strongly drive transcription of the ctx promoter (Pctx). Since we saw colonies that were big and green, we claim to have successfully resolved the toxicity of ToxR fusion proteins enabling strong transcriptional output while minimizing cellular stress.

We picked big green colonies and found that cultures showed improved fluorescence and OD with respect to pBAD promoters. In other experiments, we found that Lambda-Rep provided a better fluorescent signal so we replaced the IILK domain with Lambda-Rep in both the pBAD and Pstress, grew them in the same arabinose conditions and measured OD600 and RFU with a Tecan plate reader every five minutes. The as with IILK, ToxR-Lambda-Rep chimeras show improved fluorescence, reduced toxcity, and cells harboring this plasmid behave much more predictably.

From our results thus far, we were able to:

-Characterize a library of stress promoters from the E. coli genome, providing data that they function as stress-responsive downregulators
-Create an off-the-shelf negative feedback expression system using our stress promoters that enables the expression of toxic proteins to their highest non-toxic levels, solving our problem of ToxR chimera toxicity
-Demonstrated our proof of principle biosensing system by creating constitutively dimerizing ToxR chimeras that drive transcription off of the ctx promoter (Pctx)

Having achieved our goal of testing our proof of principle, we were ready to construct inducible homodimerizing systems.

Once we had successfully expressed a ToxR chimera that demonstrated constitutive transcription off Pctx we were ready to design a system that could be inducible, and thus a more useful biosensor. We set out to find a ligand dependent homodimer, and after an extensive literature search, we decided to use the Estrogen Receptor. We chose the Estrogen receptor because it fulfilled the criteria of being a homodimer and dependant on Estradiol for dimerization. Furthermore, it has been previously used in a two-hybrid assay as a chimera attached to GAL4 parts to measure ß-galactosidase activity (Peters 1999). In addition to its structural and mechanical advantages it would also make a useful biosensor since estradiol poses numerous hazards to the environment. Therefore the ability to sense it cheaply and effectively would have great implications.

The Estrogen Receptor is made up of 6 domains: A, B, C, D, E, and F. Domains A and B serve as a transcriptional factor, domain C recognizes and binds to specific DNA sequences and is also involved in dimerization (Peters 1999). Domain E is the Ligand Binding Domain (LBD); when it binds to estrogen it homodimerizes to another Estrogen Receptor LBD. Domain D’s function is unknown. Domain F has been shown to inhibit dimerization and/or binding of estrogen and is thus undesirable for our project. In a wild type system these domains interact to bind Estrogen with Domain E, confer conformation so that C can bind a specific DNA sequence, dimerize with another estrogen receptor and act as a transcription factor to promote transcription downstream of its binding.

After studying the function of each of the domains as well as the findings of Peters 1999 paper we began by making two different ToxR chimeras with two Estrogen Receptor truncations: ER∆F (no F domain) and the ER-LBD alone. Both of these estrogen receptor truncations were attached to the 3' end of ToxR and tested under various Estradiol levels. However, these truncations were non-responsive with and without estradiol. We hypothesized that different estrogen receptor truncations may be unable to express in the membrane, and the LBD by itself does not homodimerize as it didn't in the Peters' 1999 study. So, in order to mitigate both possibilities we made 8 more truncations that spanned the range between Domain A and Domain C.

Preliminary data suggests that truncations 5, 6, and 8 all showed constitutive ToxR dimerization and resulting fluorescence. However, none seemed to be inducible in response to Estrogen. Nevertheless, we believe we are getting very close to successfully expressing an inducible chimera because by showing activity it proves the estrogen receptor is not broken. Peters 1999 showed that the estrogen receptor can show dimer inducibility as a chimera in the presence of estrogen, and we think that trying a few more strategies will allow our ToxR chimera system to be inducible. We are going to try several more truncations, as well as various linkers, and the co-expression of different estrogen receptor truncations as was shown to work in the Peters paper.

One issue that could be affecting the Estrogen Receptor is the physiology of the periplasm that causes its cysteines in the LBD to cross react. This could potentially throw off the structure and therefore the functionality of the ER. Ee sought to correct this problem by growing the cells in a reducing environment that would prevent such bonds from forming. Our preliminary results below show that Trunc 8 is greatly stabalized by the addition of beta-mercaptoethanol (BME), effectively creating a reducing environment sensor.

Since the above system, although clearly stabalized in the periplasm, was not estradiol inducible we decided to look deeper into its ability to sense reducing environments. The first experiment showed how it grew in a reducing agent, while our next experiment below showed how it would respond (after growth saturation) to introduction into a buffered and non-buffered reducing environment. Once again Trunc 8 showed impressive inducibility in a reducing environment but only if the solution was buffered.

We believe that the right combination of buffer, reducing media, and truncation size will allow us to create a functioning estrogen biosensor, but in the meantime we have a proof of principle for our biosensor platform in the form of a reducing environment sensor.

All of the composite parts submitted to the registry and experiments discussed on this wiki were created and performed by the 2011 iGEM team Berkeley undergraduates. Some of the basic parts (RBSes, etc.) were obtained through the Anderson lab, for which they have our thanks.

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-<h2>ToxR </h2>
-<a name="ToxR"></a>In the genome, virulence factors are often found clustered within pathogenicity islands, remnants a past horizontal gene transfer. The simplicity and orthogonality of the systems contained on these small virulence cassettes make them an ideal source for modular biosynthetic tools. ToxR is a well characterized transcriptional factor involved in the pathogenicity Vibrio Cholerae. It is responsible for activating the expression of various virulence factors, including the two subunits of the cholera toxin ctxAB and the TCP pilus (Miller et al., 1987; Taylor et al., 1987; Peterson and Mekalanos, 1988). However, what makes ToxR so interesting is that it single handedly achieves the task of the standard two component signal transduction pathway: it is activated in the periplasm and directly promotes transcription in the cytoplasm.
+<div align="justify">
-ToxR is a transmembrane protein with active domains in both the periplasm and cytoplasm. It is activated in trans by ToxS, a membrane-anchored periplasmic protein coded by the gene directly downstream of toxR. Active ToxS in the periplasm stabilizes the dimerization of the periplasmic domain of ToxR. The association transmits through the membrane, stimulating the cytoplasmic domains of ToxR to form an active homodimer. This homodimer is capable of binding to the DNA sequence TTTGAT repeats, which are found throughout the ctx promoter. When stimulus is provided by ToxS, ToxR homodimers turn on transcription of the ctx promoter.
+The question of how cells detect specific molecules has always been important to biology, but is becoming an increasingly useful question to ask as we begin to engineer life. The applications of biosensing are widespread.  There is a demand for biological diagnostic tools in medical or environmental applications, like detecting diseases or environmental contaminants. Sensing also has applications in biosecurity systems, when bioengineers try to develop strains that are stably dependent on the presence certain molecules. Finally, developing sensing systems for specific molecules is invaluable in metabolic engineering, because it allows for construction of metabolite-specific selection schemes.  </p>
+<center>
+<p><img src="https://static.igem.org/mediawiki/2011/d/dc/Wiki_-_Biosensors4.png" width="500" align ="middle" /></p>
+</center>
+<p>
+Traditionally, most sensing systems in synthetic constructs have been borrowed from nature. However, very often researchers want to detect a ligand that does not have a receptor in the existing list of characterized sensors. Scanning natural systems for proteins that bind to a specific molecules is difficult and time-consuming, when it is not impossible. As synthetic biology realizes more and more unnatural functions, we will want to be able to design cells that can detect molecules that life has never before responded to. This is something we cannot achieve using natural receptors.</p><p>
+<center>
+<img src="https://static.igem.org/mediawiki/2011/6/6b/Wiki_-_modular_biosensor_4.png" width="500" align ="middle" /></p>
+</center>
+<p>Here at Berkeley we were motivated to address this problem by constructing a biosensing mechanism that could be readily adapted to the ligand of choice. We wanted to build a modular biosensing device that could be modified by swapping binding domains. This approach would provide a standard method for engineering biosensors that could make use of both natural binding domains, optimized by evolution, as well as engineered domains that respond to molecules outside the range of natural receptors.</p><p>
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-<h2>Stress Promoters </h2>
+<div class="row-end"> </div>
-<a name="StressPromoters"></a> <p> Due to the toxicity caused by toxR in E. coli, a method of regulating toxR expression to produce the maximum amount of toxR without killing the cell was needed. One method was to use a stress promoter that downregulated toxR gene expression whenever the cell became stressed, creating a feedback loop that allows for the highest level of toxR expression without adverse effects on the cell. In order to determine the appropriate stress promoter that would render toxR nonlethal to bacterial cells, a library approach was taken.</p><p>
+</div>
-Using microarray results from Moen, et. al. (2009), 35 stress promoters that appeared to downregulate expression when under stress were selected. The region of the genome upstream of the ORF was isolated through PCR, creating a library of the 35 stress promoters. An rbs library was then assembled for each stress promoter. The resulting library of rbs and stress promoters was then transformed into reporter cells containing a Pctx.ffGFP plasmid. Pctx is induced only when toxR is expressed, resulting in fluorescence. Cells were assayed for colony size and fluorescence, indicating health and desired transcriptional function. The stress promoter rffGH was found to be the ideal promoter that allowed for expression of toxR while maintaining cell viability.</p><p>
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+<a name="ToxR"></a>  <img src="https://static.igem.org/mediawiki/2011/8/87/ProjectsubHeader2.jpg" width="980"> </div>
+<div class="row-end"> </div>
+</div>
-In a different approach, the stress promoters of interest were coupled to an ffGFP reporter gene, transformed into E. coli, and tested under stress conditions to determine if fluorescence decreased under any general stress condition.  A variety of generalized stress conditions were tested. After exposing the cells to stress, the fluorescence was measured and four of the stress promoters were shown to have downregulated expression of ffGFP under cold conditions. Experiments by flow cytometry confirmed the difference in fluorescence between the stress promoters that downregulated expression under stress and the unresponsive promoters. rffGH was also found to downregulate ffGFP expression under cold stress, indicating that it is responsive to general stress in addition to regulating toxR stress. </p></div>
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+<object width="980" height="551"><param name="movie" value="http://www.youtube.com/v/JYim3iwaclg"></param><param name="allowFullScreen" value="true"></param><param name="allowscriptaccess" value="always"></param><embed src="http://www.youtube.com/v/JYim3iwaclg" type="application/x-shockwave-flash" width="980" height="551" allowscriptaccess="always" allowfullscreen="true"
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+<p>
+ToxR is a characterized transmembrane transcription factor from Vibrio cholerae with active domains in both the periplasm and cytoplasm.  Natively, it is involved in the transcription of a number of virulence factors, including  the two subunits of the cholera toxin ctxAB and the TCP pilus. It is activated in trans by ToxS, a membrane-anchored periplasmic protein coded by the gene directly downstream of ToxR. Active ToxS in the periplasm stabilizes the dimerization of the periplasmic domain of ToxR. The association passes through the membrane, bringing the cytoplasmic domains of ToxR together to form an active homodimer. The active ToxR dimers drive transcription from the ctx promoter by binding to TTTGAT repeats and recruiting transcription machinery.</p><p>
+ToxR elegantly allows Vibrio cholerae rapid sensing and the activation of pathogenic functions. Virulence factors such as those controlled by this system are often clustered in the genome within pathogenicity islands, remnants from a past horizontal gene transfer. The simplicity and orthogonality of the systems contained in these small virulence cassettes make them an ideal source for modular biosynthetic tools. Indeed, one of the reasons ToxR is so interesting is that it single handedly achieves the task of the standard two-component signal transduction pathway: it is activated in the periplasm and directly promotes transcription in the cytoplasm. The simplicity of this regulation system and the scope of this single protein make it an ideal starting point for synthetic design.</p><br><br>
+</div>
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+<div class="row-end"> </div>
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+<a name="ToxRChimera"></a>  <img src="https://static.igem.org/mediawiki/2011/f/f8/ToxRChimearssubtitle.jpg" width="980"> </div>
+<div class="row-end"> </div>
+</div>
+<div class = "row">
+<div class = "col12-2">
+<div align="justify">
+<p> Dimerization of ToxR has been found to activate the ctx promoter in Vibrio cholerae by binding directly to the DNA. DiRita et. al. (1991). ToxS detects changes in the environment, interacts with, and dimerizes ToxR's periplasmic domain. Dimerization of the periplasmic domain of ToxR results in dimerization of the cytoplasmic domain, which activates transcription of the ctx promoter. The ToxR domains are all on one peptide, so signals can be quickly relayed from the periplasm to the cytoplasm. This unique aspect of ToxR makes it a good part for building a biosensor. We aim to make a biosensor by further engineering this dimerization-dependent transcriptional activation feature of the ToxR system to be ligand dependent. </p><p>
+</div>
+</div>
+<div class = "row">
+<div class = "col12-2">
+<center><p><img src="https://static.igem.org/mediawiki/2011/3/33/Proof_of_principle.png" width="500" align="center"/> </p></center>
+</div>
+</div>
+<div class = "row">
+<div class = "col12-2">
+<div align="justify">
+We hypothesized that we could create a biosensor if we attach ligand dependent dimerizing proteins to the periplasmic domain of ToxR. The periplasmic domain will dimerize only in the presence of a particular ligand. The ligand dependent dimerization of the periplasmic domain of the ToxR fusion will cause the cytoplasmic domain of ToxR to dimerize, activating the ctx promoter. By putting GFP after the ctx promoter, we can then detect if the ctx promoter is activated.</p><br>
+</div>
+</div>
+</div>
+<div class="row">
+<div class="col12-2">
+<p><img src="https://static.igem.org/mediawiki/2011/5/55/ToxrIILK.png" height="110" align="left"/></p>
+<p><img src="https://static.igem.org/mediawiki/2011/2/27/PctxGFP.png" height="110" align="right"/> </p>
+</div>
+</div>
+<br><br>
+<div class="row">
+<div class="col12-2">
+<div align="justify">
+<p>The first step was to validate that a ToxR based two-hybrid system could be expressed in E. coli and that we could cause dimer-dependent transcriptional activation using a chimeric ToxR with periplasmic domains of our choosing. We started by truncating ToxR to eliminate the periplasmic domain because the dimerization state of ToxR's cytoplasmic domain controls transcription. Next, we built a translational fusion of the constitutively dimerizing leucine zipper protein IILK to the ToxR truncation. The constitutively dimerizing protein IILK portion of the translational fusion is located in the periplasm, while the ToxR cytoplasmic domain remains in the cytoplasm. The constitutively dimerizing IILK periplasmic domain should dimerize, causing the cytoplasmic domain of ToxR to dimerize, activating transcription from the ctx promoter.</p>
+</div>
+</div>
+</div>
+<div class = "row">
+<div class = "col12-2">
+<center><p><img src="https://static.igem.org/mediawiki/2011/e/e9/Proof_of_principle_no_ligands.png" width="500" align="center"/> </p></center>
+</div>
+</div>
+<div class="row">
+<div class="col12-2">
+<div align="justify">
+The initial ToxR chimeras under the pBAD promoter were toxic to the cell, were difficult to express, and behaved unpredictably. Even at low concentrations of arabinose, there was high toxicity and cells did not grow well. The graphs below show ToxR fused to Lambda-Rep, a different constitutive dimerizing protein (similar in behavior to IILK  with ToxR fusions) that we used as the periplasmic domain in ToxR chimeras. The left graph demonstrates decreased growth and the right demonstrates low fluorescence with increasing arabinose. Both poor growth and low fluorescence are a result of toxicity from ToxR based chimeras. </p>
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+<div class="col12" id="spacer3"></div>
+<div class="row-end"> </div>
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+<div class="col12-2">
+<center>
+<img src="https://static.igem.org/mediawiki/2011/7/73/Pbad_lamdarep.png" height="350">
+</center>
+</div>
+</div>
 <br>
-<br>
-<h2>ToxR Chimeras </h2>
-<a name="ToxRChimera"></a> <p> Dimerization of ToxR has been found to activate the ctx promoter in Vibrio cholerae by binding directly to the DNA.(insert source) Fusion proteins or ToxR-based two-hybrid systems have previously been made for the detection of periplasmic and cytoplasmic protein-protein interactions in E. coli.(insert source) These two-hybrid systems were simply made to determine if two proteins interacted. We aim make a biosensor by taking this concept one step forward by utilizing this dimerization-dependent transcriptional activation feature of the ToxR system. </p><p>
+<div class = "row">
-We predict that we can create a biosensor if we attach ligand dependent dimerizing proteins to the cytoplasmic domain of ToxR. The fused protein will dimerize only in the presense of a particular ligand. This will cause ToxR to dimerize and activate the ctx promoter. By putting GFP after the ctx promoter, we can then detect if the ctx promoter is activated.</p><p>
+<div class = "col12-2">
-Our initial step was to affirm that a ToxR based two-hybrid system could be expressed in E. Coli. We truncated ToxR in various locations to eliminate the periplasmic domain. It is dimerization of the cytoplasmic domain that controls transcription. We attached lambdaRep and MukF, constitutively dimerizing proteins, to these truncates of ToxR. Thus the constitutively dimerizing proteins were located in the periplasm.</p><p>
+<div align="justify">
-        	The initial ToxR chimeras under the pBad promoter were toxic to the cell and could not be expressed. This is likely because of the stress that overexpression of these transmembrane proteins cause on the cell membrane. We looked at microarray data and screened for stress promoters that showed downregulation upon stresses such as cold temperatures. The promoter rffGH demonstrated a negative feedback system, which allowed us to express the ToxR chimeras that were initially too toxic to be expressed.
+<p>In order to resolve the toxicity of ToxR, we constructed a new design principle. Stress is a natural regulatory cue in bacteria that dictates changes in behavior or expression levels. We decided to look into the E. coli genome for stress-based regulatory elements. We wanted to find a promoter that would drive transcription while the cell was happy and health, but would shut down in response to cellular stress, behaving as a self-regulating expression system. Toxic over expression of ToxR would be down regulated with this negative feedback system. With this method, we are able to express ToxR chimeras at optimal levels without toxicity to the cell. </p><br>
-Colonies were green and tecan fluorescence data prove that constitutively dimerizing proteins, lambdaRep and MukF, caused ToxR to dimerize and activate transcription of GFP. </p></div>
+</div>
+</div>
+</div>
+<div class="row">
+<div class="col12" id="spacer3"></div>
 <div class="row-end"> </div>
+</div>
+<center>
+<p><img src="https://static.igem.org/mediawiki/2011/f/f2/JasonFigure3.png" width="500"/> </p>
+</center>
+<div class="row">
+<div class="col12" id="spacer3"></div>
+<div class="row-end"> </div>
+</div>
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+<div class="col12" id="spacer3"></div>
+<div class="row-end"> </div>
+</div>
+<br><br>
+<div class="row">
+ <div class="col12-2">
+  <a name="StressPromoters"></a>
+<img src="https://static.igem.org/mediawiki/2011/c/c6/ProjectsubHeader3.jpg" width="980">
    </div>
+ <div class="row-end"></div>
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-<br>
+ <div class="col12-2"  align = "justify">
+ <p> Stress is a common regulatory cue that allows organisms to adjust to variable conditions in the environment. As a result, stress-responsive regulatory elements are prevalent motifs in nature.  Due to the toxicity caused by the toxR chimeras in E. coli, a method of regulating its expression to produce the maximum amount of ToxR chimera without killing the cell was needed. We hypothesized that the E. coli genome likely contains such stress responsive regulatory systems from which regulatory feedback systems can be constructed. Expression of the ToxR chimera to toxic levels by stress promoters can be downregulated by stress in a feedback loop. This maintains a high but nonlethal level of expression of the toxic gene.</p>
 <br>
-<br>
+<center>
-<br>
+<p><img src="https://static.igem.org/mediawiki/2011/5/51/Xinxin4.png" width="480"></p><br>
-<br>
+</center>
-<h2>Estrogen Receptor </h2>
-<a name="EstrogenReceptor"></a>
 <p>
-Once we had successfully expressed a ToxR chimera that demonstrated constitutive transcription off Pctx we were ready to design a system that could be inducible, and thus a more useful biosensor. We set out to find a ligand dependent homodimer, and after an extensive literature search, we decided to use the Estrogen Receptor. Estradiol poses numerous hazards to the environment and therefore the ability to sense it cheaply and effectively would have great implications.</p><p>
+In order to construct a feedback system, we analyzed microarray data of the E. coli genome for regulatory elements downregulated by stress. Moen, et. al. (2009) subjected E. coli to generalized stresses and measured the global mRNA levels of all genome elements for stress response. From their data, we identified 35 potential stress promoters that were downregulated under all stress conditions tested for further characterization. We isolated the region of the genome upstream of the ORF through PCR and placed the resulting pool of 35 stress promoters in front of GFP.</p><br><br>
-The Estrogen Receptor is made up of 5 domains: A/B, C, D, E, and F. Domain A/B serves as a transcriptional factor, domain C is recognizes and binds to specific DNA sequences and is also involved in dimerization. Domain E is the Ligand Binding Domain (LBD); when it binds to estrogen it homodimerizes to another Estrogen Receptor LBD. Domain D is most likely involved in conferring conformational change to domain C when estrogen binds. Domain F inhibits dimerization and/or binding of estrogen and is thus undesirable for our project. We began by making two different ToxR chimeras with two Estrogen Receptor truncations: ER∆F (no F domain) and the ER-LBD alone. Both of these ER truncations were attached to the 3' end of ToxR and tested under various Estradiol levels. However, these truncations were non-responsive so we made 8 more truncations that spanned the range between Domain A and Domain C.</p><p>
+</div>
-Preliminary data suggests that truncations 5, 6, and 8 all showed some sort of ToxR dimerization and resulting fluorescence. However, none seemed to be inducible in response to Estrogen. We believe that there may be issues with expression of the larger chimeras and not enough binding area for the smaller truncations. Nevertheless, we believe we are getting very close to successfully expressing a chimera that <i>will</i> be inducible.
+</div>
+<div class="row">
+<div class="col12-2"  align = "justify">
+<center><p>
+<p><img src="https://static.igem.org/mediawiki/2011/0/03/Stress_Conditions.jpg" width= "420"  align ="center"></p><br><br>
+</p></center>
+</div>
+</div>
+<div class="row">
+<div class="col12-2"  align = "justify">
+<p>The construct was transformed into E. coli and subjected to general stress conditions. We measured the fluorescence with a tecan plate reader and looked for decreased fluorescence. While not all promoters responded by downregulating GFP expression, a few did show a significant change in fluorescence, with the cold condition yielding the best data. The fluorescence measurements from the Tecan plate reader were confirmed by flow cytometry.</p><br><br>
+</div>
+</div>
+<div class="row">
+<div class="col12-2"  align = "justify">
+<img src="https://static.igem.org/mediawiki/2011/3/3d/Tecandata.png" width= "400" align="left">
+<img src="https://static.igem.org/mediawiki/2011/f/fd/Cytometrydata.png" width= "400"  align="right">
+</div>
+</div>
+<div class="row">
+<div class="col12-2"  align = "justify">
+<br><br>
+<p>Since some of the stress promoters displayed the desired behavior, we proceeded to incorporate the stress promoter pool into a stress response system with ToxR. In our stress feedback system,  expression of the  ToxR chimera activates the ctx promoter (Pctx), driving GFP production, and creates cellular stress. The stress promoter responds to stress by downregulating ToxR-IILK expression to a nonlethal level, allowing the cell to maintain a high level of ToxR chimera expression without toxicity.</p><br><br>
+<center>
+<p>
+<img src="https://static.igem.org/mediawiki/2011/a/a9/Xinxin5.png" align="center" width="450"></p><br><br>
+</center>
+<p>
+In order to ensure nonlethal expression of the ToxR chimera, we created an rbs library for each of the 35 stress promoters to construct a promoter-rbs library in front of ToxR-IILK. We transformed the plasmid into cells containing Pctx.RBS.GFP and grew them up to assay the efficacy of the stress responsive feedback system. In our growth assay, we looked for large, healthy colonies as well as strong fluorescence, indicators of robust growth and desired expression levels.</p><br><br>
+<center>
+<p>
+<img src="https://static.igem.org/mediawiki/2011/a/ac/Cincin6.png" align="center" width="450"></p><br><br>
+</center>
+<p>From our combinatorial approach towards the construction of the stress-responsive feedback system, we were able to obtain big, healthy green colonies growing on our plates. The observation of big colonies indicated that our cells were healthy and not experiencing any apparent cellular stress. The high levels of GFP observed in the colonies indicated that cells were expressing enough ToxR chimera to strongly drive transcription of the ctx promoter (Pctx).  Since we saw colonies that were big and green, we claim to have successfully resolved the toxicity of ToxR fusion proteins enabling strong transcriptional output while minimizing cellular stress.</p><br><br>
+</div>
+</div>
+<div class="row">
+<div class="col12-2">
+<center>
+<img src="https://static.igem.org/mediawiki/2011/4/48/Pstress_library_plates.png" align="center" width="500"></p><br><br>
+</center>
+</div>
+</div>
+<div class="row">
+ <div class="col12-2"  align = "justify">
+<p>
+We picked big green colonies and found that cultures showed improved fluorescence and OD with respect to pBAD promoters. In other experiments, we found that Lambda-Rep provided a better fluorescent signal so we replaced the IILK domain with Lambda-Rep in both the pBAD and Pstress, grew them in the same arabinose conditions and measured OD600 and RFU with a Tecan plate reader every five minutes. The as with IILK, ToxR-Lambda-Rep chimeras show improved fluorescence, reduced toxcity, and cells harboring this plasmid behave much more predictably.
+</p><br>
+ </div>
+</div>
+<div class="row-end"> </div>
+<div class="row">
+<div class="col12-2">
+<center>
+<p><img src="https://static.igem.org/mediawiki/2011/d/d4/Pstress_lamdarep.png" height="350"></p><br><br>
+</center>
+</div>
+</div>
+<div class="row">
+ <div class="col12-2"  align = "justify">
+<p>From our results thus far, we were able to:</p>
+<b>-Characterize a library of stress promoters from the E. coli genome, providing data that they function as stress-responsive downregulators<br>
+-Create an off-the-shelf negative feedback expression system using our stress promoters that enables the expression of toxic proteins to their highest non-toxic levels, solving our problem of ToxR chimera toxicity<br>
+-Demonstrated our proof of principle biosensing system by creating constitutively dimerizing ToxR chimeras that drive transcription off of the ctx promoter (Pctx)</p></b>
+<p>Having achieved our goal of testing our proof of principle, we were ready to construct inducible homodimerizing systems.</p><br><br>
+ </div>
+</div>
+<div class="row-end"> </div>
+<div class="row">
+<div class="col12" id="spacer3"></div>
+<div class="row-end"> </div>
+</div>
+<div class="row">
+  <div class="col12-2">
+<a name="EstrogenBiosensor"></a> <img src="https://static.igem.org/mediawiki/2011/9/91/EstrogenBiosensor.jpg" width="980"> </div>
+<div class="row-end"> </div>
+</div>
+<div class="row">
+<div class = "col12-2"><br>
+<object width="980" height="551"><param name="movie" value="http://www.youtube.com/v/6wRsrjQ4KCo"></param><param name="allowFullScreen" value="true"></param><param name="allowscriptaccess" value="always"></param><embed src="http://www.youtube.com/v/6wRsrjQ4KCo" type="application/x-shockwave-flash" width="980" height="551" allowscriptaccess="always" allowfullscreen="true"></embed></object>
+</div>
+<div class="row-end"> </div>
+</div>
-</p></div>
-<div class="col6">
-<br>
-<br>
-<br>
-<br>
 <br>
-<img src="https://static.igem.org/mediawiki/2011/f/ff/EstrogenFigureFinal.png" height="450" />
+<div class="row">
+  <div class="col12-2" >
+<div align="justify">
+<p>
+Once we had successfully expressed a ToxR chimera that demonstrated constitutive transcription off Pctx we were ready to design a system that could be inducible, and thus a more useful biosensor. We set out to find a ligand dependent homodimer, and after an extensive literature search, we decided to use the Estrogen Receptor. We chose the Estrogen receptor because it fulfilled the criteria of being a homodimer and dependant on Estradiol for dimerization. Furthermore,  it has been previously used in a two-hybrid assay as a chimera attached to GAL4 parts to measure ß-galactosidase activity (Peters 1999). In addition to its structural and mechanical advantages it would also make a useful biosensor since estradiol poses numerous hazards to the environment. Therefore the ability to sense it cheaply and effectively would have great implications.</p>
+<p>
+The Estrogen Receptor is made up of 6 domains: A, B, C, D, E, and F. Domains A and B serve as a transcriptional factor, domain C recognizes and binds to specific DNA sequences and is also involved in dimerization (Peters 1999). Domain E is the Ligand Binding Domain (LBD); when it binds to estrogen it homodimerizes to another Estrogen Receptor LBD. Domain D’s function is unknown. Domain F has been shown to inhibit dimerization and/or binding of estrogen and is thus undesirable for our project. In a wild type system these domains interact to bind Estrogen with Domain E, confer conformation so that C can bind a specific DNA sequence, dimerize with another estrogen receptor and act as a transcription factor to promote transcription downstream of its binding.</p><br><br>
 </div>
+ </div>
+<div class="row-end"> </div>
+ </div>
+<div class="row">
+  <div class="col12-2" >
+<center>
+<img src="https://static.igem.org/mediawiki/2011/f/ff/EstrogenFigureFinal.png" height="370" align = "center">
+</center>
+</div>
 <div class="row-end"> </div>
-  </div>
+ </div>
+<div class="row">
+  <div class="col12-2" >
+<div align="justify">
+<br><br><p>
+After studying the function of each of the domains as well as the findings of Peters 1999 paper we began by making two different ToxR chimeras with two Estrogen Receptor truncations: ER∆F (no F domain) and the ER-LBD alone. Both of these estrogen receptor truncations were attached to the 3' end of ToxR and tested under various Estradiol levels. However, these truncations were non-responsive with and without estradiol. We hypothesized that different estrogen receptor truncations may be unable to express in the membrane, and the LBD by itself does not homodimerize as it didn't in the Peters' 1999 study. So, in order to mitigate both possibilities we made 8 more truncations that spanned the range between Domain A and Domain C.</p><br><br>
 </div>
+ </div>
+<div class="row-end"> </div>
+ </div>
+<div class="row">
+<div class = "col12-2">
+<center>
+<img src="https://static.igem.org/mediawiki/2011/9/97/Estrogendata.png" width="700" align ="center">
+</center>
+</div>
+<div class="row-end"> </div>
+</div>
+<div class="row">
+<div class = "col12-2">
+<div align="justify">
+<br><br><p>
+Preliminary data suggests that truncations 5, 6, and 8 all showed constitutive ToxR dimerization and resulting fluorescence. However, none seemed to be inducible in response to Estrogen. Nevertheless, we believe we are getting very close to successfully expressing an inducible chimera because by showing activity it proves the estrogen receptor is not broken. Peters 1999 showed that the estrogen receptor can show dimer inducibility as a chimera in the presence of estrogen, and we think that trying a few more strategies will allow our ToxR chimera system to be inducible. We are going to try several more truncations, as well as various linkers, and the co-expression of different estrogen receptor truncations as was shown to work in the Peters paper.</p><br><br>
+</div>
+<div class="row-end"> </div>
+</div>
+</div>
+<div class="row">
+<div class = "col12-2">
+<div align="justify">
+<p>
+One issue that could be affecting the Estrogen Receptor is the physiology of the periplasm that causes its cysteines in the LBD to cross react. This could potentially throw off the structure and therefore the functionality of the ER. Ee sought to correct this problem by growing the cells in a reducing environment that would prevent such bonds from forming. Our preliminary results below show that Trunc 8 is greatly stabalized by the addition of beta-mercaptoethanol (BME), effectively creating a reducing environment sensor.</p><br><br>
+</div>
+<div class="row-end"> </div>
+</div>
+</div>
+<div class="row">
+<div class = "col12-2">
+<center>
+<img src="https://static.igem.org/mediawiki/2011/8/87/EstrogenBMEgraph.png" width="700" align ="center">
+</center>
+</div>
+<div class="row-end"> </div>
+</div>
+<div class="row">
+<div class = "col12-2">
+<div align="justify">
+<br><br><p>
+Since the above system, although clearly stabalized in the periplasm, was not estradiol inducible we decided to look deeper into its ability to sense reducing environments. The first experiment showed how it grew in a reducing agent, while our next experiment below showed how it would respond (after growth saturation) to introduction into a buffered and non-buffered reducing environment. Once again Trunc 8 showed impressive inducibility in a reducing environment but only if the solution was buffered. </p><br><br>
+</div>
+<div class="row-end"> </div>
+</div>
+</div>
+<div class="row">
+<div class = "col12-2">
+<center>
+<img src="https://static.igem.org/mediawiki/2011/7/76/EstrogenBMEgraph4.png" width="700" align ="center">
+</center>
+</div>
+<div class="row-end"> </div>
+</div>
+<div class="row">
+<div class = "col12-2">
+<center>
+<img src="https://static.igem.org/mediawiki/2011/6/6d/EstrogenBMEgraph3.png" width="700" align ="center">
+</center>
+</div>
+<div class="row-end"> </div>
+</div>
+<div class="row">
+<div class = "col12-2">
+<div align="justify">
+<br><br><p>
+We believe that the right combination of buffer, reducing media, and truncation size will allow us to create a functioning estrogen biosensor, but in the meantime we have a proof of principle for our biosensor platform in the form of a reducing environment sensor. </p><br><br>
+</div>
+<div class="row-end"> </div>
+</div>
+</div>
+<div class="row">
+<div class="col12-2">
+<a name="Attribs"></a> <img src="https://static.igem.org/mediawiki/2011/3/3e/AttributesSubHeader.jpg" width="980"> </div><br><br>
+<div class="row-end"> </div>
+</div>
+<div class="row">
+<div class="col12-3">
+<p>
+All of the composite parts submitted to the registry and experiments discussed on this wiki were created and performed by the 2011 iGEM team Berkeley undergraduates. Some of the basic parts (RBSes, etc.) were obtained through the Anderson lab, for which they have our thanks.</p>
+<div class="row-end"> </div>
+</div>
+</div>
+<br>
 </html>