Team:UNITN-Trento/Project/Terminators

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<div class="chapter intro visible">
<div class="chapter intro visible">
<h2 style="text-align: center;">INTRODUCTION</h2>
<h2 style="text-align: center;">INTRODUCTION</h2>
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<p>Have you ever noticed that ugly black crust found on precious monuments and statues? Here in Italy, we surely have it, and we’d like to find a way to return our monuments to their natural, beautiful state. <!-- <br/>The crust in question are composed of a gypsum layer (i.e CaSO4-2H2O), that is the product of the reaction between calcite (i.e. CaCO3), the sulphur components of acid rain and atmospheric pollutants.--></p>
 
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<div style="width: 500px; margin: 0 auto;"><img style="width: 500px;" src="http://www.science.unitn.it/~igem/img/project/BlackCrustPolaroid.jpg" /></div>
 
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<p>Our idea is to create a bioremediation kit to help every sculptor, restorer, marble cutter or anyone interested in removing that ugly and harmful black crust layer from their precious calcareous stones. A lot of chemical and mechanical approaches are already off the shelf, and someone also exploited in the past Sulfur Reducing Bacteria (SRB) to eliminate the trapping gypsum matrix (Capitelli et al. 2007). </p>
 
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<p>However all of these methods show some weak points:
 
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<ol>
 
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<li>Chemical and mechanical methods are too invasive and they risk to damage the underlying and precious marble surface; We have met with experts in the restoration field and learned about the <a href="https://2012.igem.org/Team:UNITN-Trento/Art">criteria to define a good restoration</a>.</li>
 
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<li>Chemical methods have also health related risks. Workers, artists, restorers too often use chemicals to clean marble stones in unsafe conditions. We have met with one of the many local artists and reported our impressions on his methods to clean marble in the <a href="https://2012.igem.org/Team:UNITN-Trento/Art">Art & Science</a> section of our Wiki. </li>
 
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<li>Natural SRB, which have been used in a few cases, instead need anaerobic conditions and they constitutively express the enzymes required for sulphur reduction, thus not leaving the choice to the operator to control the rate and amount of sulphur reduced.</li>
 
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</ol>
 
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As a valid alternative we propose an engineered <i>E. coli</i> capable of reducing the sulphuric gypsum matrix that should have the following advantages:
 
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<ol>
 
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<li>Work in <b>AEROBIC</b> conditions: this is a breakthrough in the field of SRB!</li>
 
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<li>Should be <b>CONTROLLED</b> and <b>MODULATED</b> as needed.</li>
 
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<li>Should <b>NOT</b> be <b>INVASIVE</b> and work selectively against the gypsum matrix without touching the calcareous surface.</li>
 
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<li>Should be <b>CHEAP</b> and <b>EASY TO APPLY</b>. There will be no more need of expensive chemical and trained workers that have to work many hours to clean our statues and monuments.</li>
 
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</ol>
 
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</p>
 
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<p>To summarize, with our biological system we want to mix the strengths of all the available methods and eliminate their weak points to propose an infallible and very safe method to clean precious marble pieces!</p>
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<p>Transcriptional termination is an essential process in biology, but its characterization and investigation have always been underestimated, if compared with other mechanisms as transcriptional promotion. This underestimation is further sharpened by the difficulties in efficiently characterize terminators. Also in the Registry of Standard Parts many terminators are not fully characterized and don’t present reliable data because of the big standard deviations affecting the results.<br/>
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This work concerns various aspects of the transcriptional termination process and the characterization of transcriptional terminators:</p>
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<div class="internalLink" id="method"><a href="javascript:void(0);"><b>READ MORE ABOUT OUR METHOD</b></a></div> <div class="clearfix"></div>
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<ol>
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<li><p>we improved a very common strategy to characterize terminators, that is the usage of a bicistronic message of fluorescent proteins in which terminators can be inserted. This allows the evaluation of terminators effect on protein expression as ratiometric and fluorimetric measurements.</p></li>
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<li><p>we tested this system on two terminators commonly used in synthetic biology: the T7 transcriptional terminator from the vector pET21a and the <i>E. coli</i> strong transcriptional terminator (T1 rrnB). The results obtained represent a new characterization of these terminators (that were also confirmed by sequencing and submitted in the Registry under the names <a href="http://partsregistry.org/Part:BBa_K731721">BBa_K731721</a> and<a href="http://partsregistry.org/Part:BBa_K731722"> BBa_K731722</a>, respectively). </p></li>
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<li><p>we investigated the effect of different polymerases on the termination efficiencies of the two terminators tested. The investigation of this possible relation is a quite new approach; we decided to begin with the characterization of terminators using the standard tacI promoter, which is well recognized by sigma–70 <i>E. coli</i> RNA polymerase (RNAP) and the the most common T7 promoter recognized by the T7 RNAP.<br/>
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These BioBrick compatible plasmid backbones used as platforms were deposited under the names <a href="http://partsregistry.org/Part:BBa_K731700">BBa_K731700</a> and <a href="http://partsregistry.org/Part:BBa_K731710">BBa_K731710</a>. </p></li>
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</ol>
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<h3>How does the black crust form?</h3>
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<p>Ideally, transcriptional termination efficiencies would be measured by directly quantifying truncated and full length transcripts. In practice, due to the difficulties in accurately determining in vivo RNA levels, fluorescence deriving from messages encoding fluorescent proteins are used as a proxy for RNA levels. We are aware that protein levels are not the same as transcript concentrations. Nevertheless, protein concentrations typically are related to RNA concentrations, and fluorescent protein measurements are much more amenable to high-throughput technologies. Additionally, as the final goal is often times the control of protein ratios, such fluorescent protein based assays directly evaluates the influence of RNA elements on protein expression levels.</p>
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<p>One of the main factors in the formation of the black crust is the atmospheric pollution. The burning process of fossil fuels leads to an increase in the concentration of some acid gases in the atmosphere. In particular SO<sub>2</sub> when reacts with water induces the transformation of calcite (CaCO<sub>3</sub>, present in the stone substrate) into gypsum (CaSO<sub>4</sub> ·2H<sub>2</sub>O), which precipitates with inclusions of carbon particulate matter. Smog particles are also able to absorb gas pollutants on their surfaces, resulting in “dry deposition” of pollutant.</p>
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<div style="width: 500px; margin: 0 auto;"><img style="width: 500px;" src="http://www.science.unitn.it/~igem/img/project/BlackCrustFormation.jpg" /></div>
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<p>Black crust are usually found on areas of the stone sheltered from rainfall, although still in presence of capillary water flowing through the pores. Calcium ions migrate to the surface of the stone during gypsum formation, leading to formation of cavities beneath the stone that weakens the stone’s integrity. The degradation process indeed affects both the stone conservation and appearance:
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<p>We hope this work will be helpful for the future characterization of terminators and to increase the available possibilities in synthetic biology. Moreover, we hope that it will be a good starting point to further investigate transcriptional termination and the factors that could affect it.</p>
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<ul>
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<li>When the formed gypsum is washed away it takes some of the stone particles with it, causing at first loss of detail, but eventually leading, again, to a loss of structural integrity.</li>
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<li>In areas sheltered from rainwater, though, gypsum crust remain. When combined with particulate matter from the atmosphere, gypsum creates the so called black crust.</li>
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</ul>
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<div class="internalLink" style="text-align: center; width: 800px;" id="method"><a href="javascript:void(0);"><h3>READ ABOUT OUR METHOD</h3></a></div>
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The composition of the black crust is heterogeneous and varies accordingly to the environment. The crust found in big cities are rich in metals and carbonaceous particles, while the crust of stoned found in a less urban environment are often characterized by the presence of microorganisms.
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Although pollution has actually diminished during the last decades, the black crust problem is not been solved yet. It is thereby clear how these black crust are a prominent issue in conservation and restoration, an issue that every remediator has to address.</p>
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<div class="internalLink" style="float: none; text-align: center;" id="method"><a href="javascript:void(0);"><h3>READ ABOUT OUR METHOD</h3></a></div>
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</div>
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<div class="chapter method">
<div class="chapter method">
<h2 style="text-align: center;">OUR METHOD</h2>
<h2 style="text-align: center;">OUR METHOD</h2>
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<div style="width: 500px; margin: 0 auto;"><img style="width: 500px;" src="http://www.science.unitn.it/~igem/img/project/BacteriaNoInduction.jpg" /></div>
 
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<p>Our method exploits an engineered <i>E. coli</i> to reduce aerobically the sulphuric gypsum layer in a controlled and modulated manner. In 2001 the Keasling group has engineered bacteria to reduce sulphate aerobically and precipitate metals from water taking advantage of the production of sulfidric acid as one of the bioproducts of sulphur reduction. We took inspiration from this work and developed two new BioBrick devices directed to overproduce cysteine and then convert it to sulphide with the ultimate goal of dissolving the sulphate layer deposited on the blackened stones.</p>
 
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<h3>Who are the players?</h3>
 
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<ul><li>CysE  is a Serine acetyltransferase that mediates conversion of L-serine to a precursor of L-cysteine in E.coli. More precisely we have used a mutant CysE (M256I) that has enhanced activity in that its enzymatic activity is less sensitive to feedback inhibition by cysteine.</li></ul>
 
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<ul><li>CysDes  is a Cysteine Desulfhydrase, first isolated in <i>Treponema denticola</i>, an anaerobic organism involved in periodontal diseases. It is an aminotransferase that converts cysteine into pyruvate, ammonia, and hydrogen sulphide.</li></ul>
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<p>The first thing we did was to build a platform from which we could measure transcriptional termination efficiencies through fluorescence. We started with a previously constructed plasmid backbone (RL024A) from the Mansy lab that was built by Roberta Lentini. RL024A is essentially pET21b with the genes encoding the fluorescent proteins mCherry and A206K Venus (mVenus) separated by a 20 bp linker inserted into the polyclonal region. pET21b contains a T7 transcriptional promoter. RL024A and the parent plasmid pET21b also contain three illegal sites, which had to be removed. Finally, the prefix-suffix sequence was inserted between the mCherry and mVenus genes in order to give rise to our first construct, <a href="http://partsregistry.org/Part:BBa_K731700">BBa_K731700</a>. In summary, <a href="http://partsregistry.org/Part:BBa_K731700">BBa_K731700</a> is a plasmid backbone with a T7 transcriptional promoter in which transcriptional terminators can be inserted in between genes coding for mCherry and mVenus through standard BioBrick assembly.</p>
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<div style="width: 700px; margin: 0 auto;"><img style="width: 700px;" src="http://www.science.unitn.it/~igem/img/project/K731700image.jpg" /></div>
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<p>The first thing we did was to build a platform from which we could measure transcriptional termination efficiencies through fluorescence. We started with a previously constructed plasmid backbone (RL024A) from the Mansy lab that was built by Roberta Lentini. RL024A is essentially pET21b with the genes encoding the fluorescent proteins mCherry and A206K Venus (mVenus) separated by a 20 bp linker inserted into the polyclonal region. pET21b contains a T7 transcriptional promoter. RL024A and the parent plasmid pET21b also contain three illegal sites, which had to be removed. Finally, the prefix-suffix sequence was inserted between the mCherry and mVenus genes in order to give rise to our first construct, <a href="http://partsregistry.org/Part:BBa_K731700">BBa_K731700</a>. In summary, <a href="http://partsregistry.org/Part:BBa_K731700">BBa_K731700</a> is a plasmid backbone with a T7 transcriptional promoter in which transcriptional terminators can be inserted in between genes coding for mCherry and mVenus through standard BioBrick assembly.</p>
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<h3>How do we control the expression of our devices?</h3>
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<div style="width: 700px; margin: 0 auto;"><img style="width: 700px;" src="http://www.science.unitn.it/~igem/img/project/K731710image.jpg" /></div>
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<div style="width: 600px; margin: 0 auto;"><img style="width: 500px;" src="http://www.science.unitn.it/~igem/img/project/CysE.jpg" /></div>
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<p>The expression of CysE is controlled by an arabinose inducible cassette (our part BBa_K731201). Our composite device (BBa_K731030) is composed by araC –pBad, and strong RBS followed by M256I CysE.<br/>
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The pBAD promoter is activated in the presence of L-arabinose. L-arabinose binds to the AraC protein and inactivates its inhibitory function, allowing the RNA polymerase to recognize the pBAD promoter and start the transcription of CysE.
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</p>
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<div style="width: 600px; margin: 0 auto;"><img style="width: 500px;" src="http://www.science.unitn.it/~igem/img/project/CysDes.jpg" /></div>
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<p>CysDes was placed downstream of an IPTG inducible cassette (our part BBa_K731300). The expression of CysDes is therefore controlled by a system composed of: LacI (repressor protein) and a lacIq promoter followed by a strong hybrid promoter (Ptac), a Lac Operator and a strong RBS. Addition of IPTG inactivates the LacI repressor, thus allowing the expression of our gene of interest CysDes. </p>
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<div style="width: 500px; margin: 0 auto;"><img style="width: 500px;" src="http://www.science.unitn.it/~igem/img/project/BacteriaInduction.jpg" /></div>
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<p>The possibility of controlling simultaneously the expression of our two devices (i.e. by adding arabinose and/or IPTG) makes our system more <b>SAFE</b>, <b>CONTROLLABLE</b> and <b>MODULAR</b>.</p>
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<h3>How do we test the expression of our enzymes?</h3>
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<p>Subsequently, an analogous system with an <i>E. coli</i> transcriptional promoter in place of the T7 promoter was constructed. More specifically, a type of insertion-deletion PCR was used to insert an <i>E. coli</i> tacI transcriptional promoter and remove the T7 promoter (<a href="http://partsregistry.org/Part:BBa_J64997">BBa_J64997</a>). This plasmid backbone is hereafter referred to as <a href="http://partsregistry.org/Part:BBa_K731710">BBa_K731710</a>.</p>
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<p>We used the Gibson assembly method to create two sfGFP-tagged devices that were useful reporter to verify the expression of our genes.</p>
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<div style="width: 700px; margin: 0 auto;"><img style="width: 700px;" src="http://www.science.unitn.it/~igem/img/project/ConstructsGFP.jpg" /></div>
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<div style="width: 700px; margin: 0 auto;"><img style="width: 700px;" src="http://www.science.unitn.it/~igem/img/project/secondarystructurespanel.png" /></div>
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<div class="internalLink" style="float: none; text-align: center;" id="results"><a href="javascript:void(0);"><h3>GO TO OUR RESULTS</h3></a></div>
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<p class="caption">
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<i>Examples of secondary structures assumed by the T7 terminator (A) and the <em><i>E. coli</i></em> (B) terminator tested.
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</i>
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</p>
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<p>We firstly measured the empty platforms to define the best usage protocol that allows precise results. We exploited a Varian Cary Eclipse Fluorescence Spectrophotometer and an <i>E. coli</i> lysogen strain carrying T7 RNA polymerase and lacIq. Additionally, the cells, i.e. <i>E. coli</i> BL21(DE3) pLysS, also contained a plasmid encoding T7 lysozyme and chloramphenicol resistance. T7 lysozyme is a natural inhibitor of T7 RNA polymerase activity, thus reducing background expression of the target genes. The T7 RNA polymerase is a behind a lacUV5 promoter.<br/>
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We made several experiments to asses the best conditions to take measurements, more specifically we tested the excitation wavelengths, the inducing agent concentration, two different treatments of the colonies and the incubation time. To determine if our results were reliable we also measured colonies from different transformation plates and in a wide time-range.<br/>
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We used the protocol as defined above to characterize the two terminators.</p>
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<p>The apparent termination efficiency (Ea) was calculated using the following equation:</p>
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<div style="width: 200px; margin: 0 auto;"><img style="width: 200px;" src="http://www.science.unitn.it/~igem/img/project/formulaEa.jpg" /></div>
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<p>Where Vs is the intensity of mVenus when behind the terminator of interest, Vc is the intensity of mVenus in the absence of a preceding terminator (that is, the control), Cs is the intensity of mCherry when followed by the terminator of interest intensity, and Cc is the intensity of mCherry in the absence of the terminator of interest, i.e. the control.</p>
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<div class="internalLink" style="text-align: center; width: 800px;" id="results"><a href="javascript:void(0);"><h3>GO TO OUR RESULTS</h3></a></div>
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<div class="chapter application">
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<div class="chapter results">
<h2 style="text-align: center;">RESULTS</h2>
<h2 style="text-align: center;">RESULTS</h2>
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<p>All the experiments herein reported were done transforming our parts into E.coli strain NEB10b grown in MOPS medium unless specified. In addition to the parts submitted to the Registry of Standard Parts we also have subcloned some of our parts into medium/low copy vectors with different antibiotic resistances, to transform the two plasmids simultaneously. For each experiment it will be specified the exact part used.
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<p>The first step toward a good characterization in terms of statistics, reliability, repeatability and feasibility  was to develop a protocol that fulfills each one of these points.
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</p>
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Exploring a large window of different parameters and validating the data collected through statistic analysis we obtained a good and easy protocol for transcriptional terminators characterization in vivo, that gave ratiometric results affected by an acceptable standard deviation (as shown in the terminators characterization charts below).
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Theoretically, this protocol should work for any platform that exploits a bicistronic message encoding two fluorescent proteins (of course it would have to be tested on them and some minor changes could be necessary). Its fundamental points are probably the maintaining of the same optical density between the samples during induction, the sonication of the samples and the incubation over-night that allows fluorescence stabilization. The protocol and <a href="http://partsregistry.org/BBa_K731700_and_BBa_K731710_measurements">further details can be found here</a>. </p>
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<div id="cysE">
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<div style="width: 400px; margin: 0 auto;"><img style="width: 400px;" src="http://www.science.unitn.it/~igem/img/project/Term-Fig5.jpg" /></div>  
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<h2 style="margin-top: 30px;">CysE</h2>
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<p class="caption">
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<i>Figure 5: Transcriptional termination efficiencies of T7 and <i>E. coli</i> terminators with T7 and <i>E. coli</i> RNA polymerases (RNAP).
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<h3>Pinker is better!</h3>
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</i>
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</p>
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<p>CysE is our keyplayer in the destruction of the black crust. It catalyses the production of O-acetyl-L-serine, a precursor for cysteine.  When cysteine is produced, E. coli needs more sulfate, resulting in the assimilation of the black crust gypsum layer. <br />
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Therefore production of cysteine means reduction of sulfate.</p>
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<p>While collecting the above data, we noticed that the raw fluorescence intensities for mCherry seemed to increase in the presence of the T7 transcriptional terminator when using the T7 RNA polymerase. This effect was previously described for some terminators by H. Abe and H. Aiba [1]. To further explore this potential influence, we had to compare different cultures, with and without intervening terminator in the transformed plasmid. Thus, we repeated the experiment ensuring that all measurements were taken from cultures that were induced at the same optical density (O.D.), <a href="http://partsregistry.org/BBa_K731700_and_BBa_K731710_measurements">more information can be found here</a>. The mCherry fluorescence was then analyzed with the following equation, that represent the Relative Increase in the upstream gene expression, where Cs is the intensity of mCherry when followed by the terminator of interest, and Cc is the intensity of mCherry of the control construct that did not contain the terminator.
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<div style="width: 100px; margin: 0 auto;"><img style="width: 100px;" src="http://www.science.unitn.it/~igem/img/project/formulaS.jpg" /></div>
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<p>As cysteine is also secreted because of CysE, assessing cysteine presence in the culture can help us analyze if and how our Part is working.
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We tested cysteine production of our cultures with ninhydrin, a small organic compound that reacts with different alpha-aminoacids at different pH. In the presence of cysteine at low pH the solution turns pink within few minutes. The reaction between cysteine and ninhydrin at low pH also gives a characteristic UV-VIS spectrum with an absorbance maximum peak at 560 nm.</p>
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The data showed that the combination of a T7 transcriptional promoter and a T7 transcriptional terminator increased mCherry levels two-fold with respect the same construct in the absence of an intervening terminator. This effect was not observed for the remaining three combinations tested.  
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<p>To assess if our devices producing CysE function in vivo we have measured the concentration of cysteine produced and secreted in the medium with ninhydrin, a small organic compound that reacts with different alpha-aminoacids at different pH. In the presence of cysteine at low pH the solution turns pink within a few minutes. The reaction between cysteine and ninhydrin at low pH also gives a characteristic UV-VIS spectrum with an absorbance maximum peak at 560 nm. </p>
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<div style="width: 400px; margin: 0 auto;"><img style="width: 400px;" src="http://www.science.unitn.it/~igem/img/project/Term-Fig2.png" /></div>  
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<p class="caption">
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<div style="width: 500px; margin: 0 auto;"><img style="width: 500px;" src="http://www.science.unitn.it/~igem/img/project/CysE-Boom.jpg" /></div>
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<i>Figure 6: Relative increase in upstream gene expression of constructs with T7 and <i>E. coli</i> terminators, T7 and <i>E. coli</i> RNA polymerases (RNAP).
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<p class="caption">
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</i>
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<i>Caption: NEB10b cells with an without part BBa_K7310130 (i.e. CysE) operated in the low copy vector pSB3C5 were grown in MOPS, supplemented with K2SO4 and glucose as carbon source, and induced with 5 mM Arabinose. After overnight induction a 0.5 mL aliquot was taken from each sample to which it was added 0.5 mL of glacial acetic acid and 0.5 mL of Ninhidrin reagent prepared as described in our protocol page. Panel A: NEB10b cells before induction (left) and after overnigh induction (right). Panel B: Cells transformed with BBA_K731030 before induction (left) and after overnight induction (right).</i>
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</p>
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</p>
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Since the apparent transcriptional termination efficiencies were calculated as a ratio of mVenus over mCherry levels, an increase in mCherry fluorescence would result in an over estimation of the termination efficiency. To investigate whether our values were, indeed, over estimated, we calculated raw termination efficiencies from the same samples used for the mCherry measurements. The fluorescence intensities of mVenus were evaluated without considering mCherry emissions with the following equation:
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<p>Cells transformed with CysE, grown in MOPS and induced with 5 mM arabinose were assayed with ninhydrin along with empty NEB10b cells, and left to grow overnight. Samples taken before induction served as controls.  The data show that when induced with arabinose cells expressing CysE produce a significant amount of cysteine that can be quantified by comparison with a calibration curve built with known concentration of cysteine. We estimated that after one night of induction in MOPS supplemented with glucose and K2SO4 it was produced 0.025 mM cysteine. The experiment was repeated in triplicates. A light pink colour was observed in a few cases with empty cells grown overnight, indicating that endogenous cysteine is produced in small amounts.</p>
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<div style="width: 200px; margin: 0 auto;"><img style="width: 200px;" src="http://www.science.unitn.it/~igem/img/project/formulaEr.jpg" /></div>
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<div style="width: 500px; margin: 0 auto;"><img style="width: 500px;" src="http://www.science.unitn.it/~igem/img/project/CysE-Boom-Cys.png" /></div>
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<p class="caption">
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where Vs is the intensity of mVenus when preceded by the terminator of interest, and Vc is the intensity of mVenus control, i.e. in the absence of the preceding terminator.<br/>
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<i>Caption: Cysteine production of samples shown in the figure above. From left to right: NEB10b before induction, NEB10b after induction and overnight growth, CysE before induction, CysE after induction and overnight growth.</i>
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When the contribution of mCherry was removed, the data suggested that the RNA polymerase did not influence the transcriptional termination efficiency (Figure 7).</p>
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</p>
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<div class="trigger"><a href="javascript:void(0);">Read more about CysE</a></div>
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<div style="width: 400px; margin: 0 auto;"><img style="width: 400px;" src="http://www.science.unitn.it/~igem/img/project/Term-Fig7NEW.png" /></div>  
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<div class="details">
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<p class="caption">
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<hr>
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<i>Figure 7: The raw and apparent termination efficiencies of T7 and <i>E. coli</i> terminators with T7 and <i>E. coli</i> RNA polymerases.
-
<h3>MOPS with glucose or glycerol?</h3>
+
</i>
-
+
</p>
-
<p>After a deep analysis of CysE expression levels, toxicity, and production of cysteine we determined that the perfect medium to our purposes was MOPS supplemented with glucose.  Below it is the illustrated the road that brought us to this conclusion.</p>
+
-
+
<p>One potential reason for the increased mCherry levels could be that the terminator protects the transcript from the activity of cellular RNases. Although RNases would not explain why the effect was only observed for the T7 promoter - T7 terminator combination, we decided to test some of the constructs in a purified system that lacked the presence of nucleases. Therefore, we exploited the PURExpress kit from New England BioLabs, which consists of purified transcription - translation machinery, including T7 RNA polymerase and <i>E. coli</i> ribosomes. First, the data showed that the transcriptional termination efficiencies, both apparent and raw, were significantly lower in the purified, <i>in vitro</i> system for both T7 and <i>E. coli</i> terminators than the data obtained from the <i>in vivo</i> experiments (Figure 8). This is consistent with the fact that T7 lysozyme, which was not present in our <i>in vitro</i> experiments but was present <i>in vivo</i>, aids in transcriptional termination [2]. Second, the stabilization effect was significantly diminished <i>in vitro</i>, suggesting that RNases or other unidentified cellular factors were involved. Some kinetic profiles of the reaction can be found below (Figure 9).</p>
-
<p>To better control protein expression, we used two different recipes of the MOPS minimal medium: one with glucose as the carbon source (MOPS B), the other with glycerol (MOPS A).</p>
+
-
+
<div style="width: 700px; margin: 0 auto;"><img style="width: 700px;" src="http://www.science.unitn.it/~igem/img/project/Term-Fig7.jpg" /></div>  
-
<p>Glucose is an inhibitor of the araC-pBAD promoter, while glycerol does not have a comparable inhibitory mechanism. We have tested the effect of these two different MOPS medium on cells growth and cysteine production with the intention of determining the best growth protocol for our future applications on the statue.</p>
+
<p class="caption">
-
+
<i>Figure 8: The activity of T7 and <i>E. coli</i> terminators <i>in vitro</i> with purified T7 RNA polymerase and <i>E. coli</i> translation machinery. Left, right and bottom panels show apparent termination efficiencies, raw termination efficiencies, and normalized mCherry expression.
-
+
</i>
-
<p>To this purpose, we have first analyzed the amount of protein produced in the two media by looking at fluorescence intensity using our sfGFP tagged reporter of CysE (<a href="http://partsregistry.org/wiki/index.php?title=Part:BBa_K731040">BBa_K731040</a>).</p>
+
</p>
-
+
<div style="width: 700px; margin: 0 auto;"><img style="width: 700px;" src="http://www.science.unitn.it/~igem/img/project/Term-Fig8.jpg" /></div>  
-
<div style="width: 500px; margin: 0 auto;"><img style="width: 500px;" src="http://www.science.unitn.it/~igem/img/project/CysE-Fluo.png" /></div>
+
<p class="caption">
-
<p class="caption">
+
<i>Figure 9: <i>in vitro</i> kinetics measurements. Left panel shows the raw emission peaks intensities obtained with T7 RNA polymerase and T7 terminator. Right panel shows the raw termination efficiencies of both terminators with the same platform.
-
<i>Caption: Emission Peaks measured for CysE-sfGFP after induction. Measures in MOPS A are shown in blue, measures in MOPS B are shown in yellow.</i></p>
+
</i>
-
+
</p>
-
<p>Protein levels obtained in the medium supplemented with glycerol were significantly higher than those obtained in MOPS supplemented with glucose because of the inhibitory mechanism of glucose.</p>
+
-
+
-
<p>In glycerol, thus, cells are producing a lot of CysE. To assess if and how CysE production is affecting cell growth, we perfomed serial dilutions at 8h after induction.</p>
+
-
+
-
+
-
<p>However, to our surprise cysteine production behaved differently. We tested cysteine production of cells samples  uninduced and induced overnight in the two different media.</p>
+
-
+
-
<div style="width: 500px; margin: 0 auto;"><img style="width: 500px;" src="http://www.science.unitn.it/~igem/img/project/CysE-MOPSAB.png" /></div>
+
-
<p class="caption">
+
-
<i>Caption: Ninhydrin assay on cell cultures of the CysE containing strain. A representative replicate is shown. From left to right samples are: CysE in MOPS A before induction, CysE in MOPS A not induced grown overnight, CysE in MOPS A induced grown overnight, CysE in MOPS B before induction, CysE in MOPS B not induced  grown overnight, CysE in MOPS B induced  grown overnight.</i></p>
+
-
+
-
<p>Surprisingly cysteine production was higher in the uninduced sample grown in glycerol. In glucose instead the situation was the opposite and we had high cysteine production in the induced sample.  This effect was contrasting with protein expression levels (see figure XX).  We then hypothesized that high expression of CysE could have a toxic effect on the cells, which could explain why in glycerol we observed a lower cysteine concentration in the induced sample.</p>
+
-
+
-
<p>To address this problem we have analyzed the toxicity effect of CysE production by counting the number of colonies survived after 8 hours.</p>
+
-
+
-
<div style="width: 500px; margin: 0 auto;"><img style="width: 500px;" src="http://www.science.unitn.it/~igem/img/project/CysE-SD.png" /></div>
+
-
<p class="caption">
+
-
<i>Caption: Serial Dilution of CysE containing cells performed at 4 h and 8 h. From left to right samples are: CysE in MOPS A induced, CysE in MOPS A not induced, CysE in MOPS B induced, CysE in MOPS B not induced. Cell number was calculated with the following formula: Cells/mL = (# colonies counted)*(dilution factor)/(mL of culture plated).</i></p>
+
-
+
-
<p>The serial dilution test confirmed our theory: when cells are induced in glycerol they show very high expression levels, but few cells can cope with this pressure. Even if each of these few cells is actually producing much CysE, it doesn’t have the capabilities to sustain such high cysteine production, which is not achieved in a single step reaction (i.e. a bottleneck is reached with other enzymes).<br />
+
-
When cells in glycerol are not induced, CysE production is decreased, allowing more cells to survive and producing higher amounts of cysteine.<br />
+
-
In glucose the situation is opposite: we have many cells, but low expression due to the glucose inhibitory effect on the araCpBAD promoter. All these cells are producing low amounts of CysE, leaving the cells more “healthy” and able to produce high cysteine concentrations.</p>
+
-
+
-
<p>To summarize we decided that MOPS supplemented with glucose was the best compromise between protein expression and cysteine production, which ultimately means more sulfate reduced!</p>
+
-
<hr>
+
-
</div>
+
-
</div> <!--end cyse-->
+
-
<div id="cysdes">
+
<div class="internalLink" style="text-align: center; width: 800px;" id="future"><a href="javascript:void(0);"><h3>OUR FUTURE DIRECTIONS</h3></a></div>
-
<h2 style="margin-top: 30px;">CysDes</h2>
+
-
+
-
<h3>Green means H<sub>2</sub>S production!</h3>
+
-
+
-
<p>CysDes is the second player in our system. It transforms cysteine into ammonia, pyruvate and sulfidric acid (H<sub>2</sub>S).<br />
+
-
H<sub>2</sub>S production is the fundamental proof that intracellular cysteine being accumulated has been used by the enzyme and that our part operates correctly.</p>
+
-
+
-
<p>We assayed and quantified the production of H<sub>2</sub>S with a colorimetric assay that takes advantage of the production of methylene blue when M N,N-dimethyl-p-phenylenediamine sulfate reacts with produced H<sub>2</sub>S.</p>
+
-
+
-
<div style="width: 700px; margin: 0 auto;"><img style="width: 700px;" src="http://www.science.unitn.it/~igem/img/project/AT1400_3.jpg" /></div>
+
-
<p class="caption">
+
-
<i>Caption: The test was performed on a cell lysate obtained as described in our protocol page. Briefly, to each cell lysate it was added 0.1 mM cysteine and the samples were placed at 37°C for 1 hour. After the incubation at 37 °C 0.1 mL of a 0.02 M N,N-dimethyl-p-phenylenediamine sulfate solution and 0.1 mL of a 0.3 M FeCl3 solution were added to the lysate. The development of the color was immediate and it could be observed both by naked eye and by UV-VIS at 670 nm. The assay was performed in triplicates using BBa_K731400 in the low copy vector pSB4K5.</i>
+
-
</p>
+
-
+
-
<p>Upon induction with IPTG cells expressing CysDes produced H2S depending on the addition of cysteine. Uninduced cells still produced a small amount of H<sub>2</sub>S that can be explained by the small basal expression that was observed (see results on BBa_K731480). A small basal expression could in fact be enough to produce significant concentrations of the enzyme for catalytic activity. Empty cells instead did not show any production of H<sub>2</sub>S as expected.</p>
+
-
+
-
<p>H<sub>2</sub>S production is dependent on cysteine availability. We decided to assess the efficiency of the enzyme by quantifying more precisely the amount of H<sub>2</sub>S formed using a calibration curve made with different concentrations of Na<sub>2</sub>S. We estimated that the concentration of H<sub>2</sub>S produced in the presence of 0.1 mM of cysteine is about 0.1mM after 2 hours from the induction.</p>
+
-
+
-
<div style="width: 700px; margin: 0 auto;"><img style="width: 700px;" src="http://www.science.unitn.it/~igem/img/project/AT1400_4.jpg" /></div>
+
-
<p class="caption">
+
-
<i>Panel A: Intensity of Absorbance at 670 nm at different concentration of cysteine. Panel B: Concentration of H2S produced calculated based on a standard curve made with Na2S</i>
+
-
</p>
+
-
+
-
<div class="trigger"><a href="javascript:void(0);">Read more about the enzymatic activity of CysDes</a></div>
+
-
<div class="details">
+
-
<hr>
+
-
<p>We assessed the production of H2S by several qualitative and more quantitative assays:</p>
+
-
<ul>
+
-
<li>Gas Chromatography</li>
+
-
<li>Lead acetate strips</li>
+
-
<li>Copper precipitation</li>
+
-
<li>Triple sugar iron test</li>
+
-
</ul>
+
-
+
-
<h3>Rotten eggs are dangerous?</h3>
+
-
<p>Up until now we used colorimetric assays and standard curves to prove and quantify the presence of H2S. However, hydrogen sulfide is a (toxic and poisonous) gas and as such it can be detected by Gas chromatography. To confirm the presence and estimate the concentration of H2S produced we asked the help of an expert in gas Chromatography in the physics department. Damiano Avi came one day to the lab with his portable gas chromatographer (MICROGC A3000 Agilent) equipped with a 50C Poraplot U column for the detection of H2S. Damiano keeps his H2S stock in 10 L champagne bottles, because they can hold really high pressure.</p>
+
-
+
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<div style="width: 700px; margin: 0 auto;"><img style="width: 700px;" src="http://www.science.unitn.it/~igem/img/project/img.jpg" /></div>
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-
<p class="caption">
+
-
<i>PANEL A: 50 mL of cells were grown in LB in a 250 mL sterile bottle with a modified screw cap that allows to connect the bottle directly to the instrument. PANEL B: After 4 hours of induction, with 0.1 mM IPTG, the bottle was attached to a portable gas chromatographer (MICROGC A3000 Agilent). PANEL C: Gas Chromatography analysis of NEB10b cells with and without BBa_K731480. Measurements were taken 3 times at intervals of 2 minutes. A calibration curve was done with H2S. PANEL D: H2S formation was qualitatively assessed by exposure to lead acetate test strips for few seconds.</i>
+
-
</p>
+
-
+
-
<p>We estimated that a sealed 50 mL culture of E.coli carrying our BBa_K731480 after 4 hours of induction accumulated between 20 and 30 ppm of H2S in a 250 mL bottle. This of course is the concentration of H2S accumulated in the sealed bottle. If the bottle were open, such a high value would not have been reached. <br />
+
-
As you can read in our SRB Safety Handbook (link) these concentrations are not an immediate risk for human health. Nevertheless is absolutely not advisable to inhale (or smell) such quantities for a prolonged time, and for this reason we took all the possible precautions to work in the safest conditions (see more in our safety section).</p>
+
-
+
-
<h3>Measuring H2S production by an indirect method: free copper concentration in the solution
+
-
</h3>
+
-
+
-
<p>In this second approach we exploited the formation of complexes between sulfide and metal ions. Briefly, adding a copper salt to the medium of an induced culture we observed a decrease of the free copper concentration as function of time, due to the precipitation of copper sulfide. The free copper concentration was measured after adding bathocuproinedisulfonic acid (BCS) (a chemical which turns orange when it reacts with Cu2+) and measuring the absorbance by UV-VIS at 483nm. We tried to obtain an estimation of the free copper using a standard curve made with different concentrations of Cu2+. This test was done using only once using part BBa_K731400 and therefore quantitative data cannot be extrapolated surely.</p>
+
-
+
-
<div style="width: 700px; margin: 0 auto;"><img style="width: 700px;" src="http://www.science.unitn.it/~igem/img/project/AT1400_5.jpg" /></div>
+
-
<p class="caption">
+
-
<i>Cells transformed with part BBa_K731400 (i.e. CysDes) were grown in LB in the presence of 2 mM Copper sulfate.To the supernatant it was added 1 µl of a 100mM solution of Bathocuproinedisulfonic (BCS) reagent and 1 µl of a 1M ascorbate. Absorbance was measured at 483 nm. Panel A: Uninduced cells, Panel B: Induced cells. Absorbance at 483 nm is shown in blue, optical density is shown in red. Read more details about this test in our protocol page.</i>
+
-
</p>
+
-
+
-
<h3>More metals to be precipitated: the TSI plates</h3>
+
-
+
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<p>We learnt that sulfide reacting with metal ions produces a change in color. In this test we grew cells in triple sugar iron medium and observed the formation of black spots due to the precipitation of iron sulfide. The process was a bit slow, but after a week we observed clearly the “H2S” formation, suggesting that when lacking oxygen our CysDes producing bacteria do not work as well.</p>
+
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<div style="width: 500px; margin: 0 auto;"><img style="width: 500px;" src="http://www.science.unitn.it/~igem/img/project/TSIplate.jpg" /></div>
+
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<p class="caption">
+
-
<i>Cells transformed with BBa_K731480 were induced with 0.1 mM IPTG and a 5 µl aliquot was placed inside the iron containing medium with a tip. Cells were left at 37°C for 1 week. After 48 hours the first black spots started appearing. The maximum production of FeS was reached after 1 week.</i>
+
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</p>
+
-
<hr>
+
-
</div>
+
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<div>
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<div class="trigger"><a href="javascript:void(0);">Read more about the expression of CysDes</a></div>
+
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<div class="details">
+
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<hr>
+
-
<p>CysDes expression was confirmed by fluorescence in two different MOPS media using part BBa_K731480, which carries a sfGFP tag. Fluorescence intensity was measured to evaluate protein expression upon induction with IPTG. The expression levels observed were higher in MOPS when glycerol was used as the carbon source and improved when the cells were grown in the presence of cysteine. </p>
+
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+
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<div style="width: 700px; margin: 0 auto;"><img style="width: 700px;" src="http://www.science.unitn.it/~igem/img/project/AT1480_3.jpg" /></div>
+
-
<p class="caption">
+
-
<i>NEB10b cells transformed with part BBa_K731480 were grown and induced with 0.1 mM IPTG in two different MOPS medium: MOPS A, 60 mM glycerol; MOPS B, 30 mM glucose. To assay the effect of cysteine the experiment was also performed in the presence and in the absence of 1 mM L-cysteine (cys). Fluorescence was measured after 4 and 8 hours of induction.</i>
+
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</p>
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<div style="width: 700px; margin: 0 auto;"><img style="width: 700px;" src="http://www.science.unitn.it/~igem/img/project/AT1400_2.jpg" /></div>
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<p class="caption">
+
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<i>At 4 and 8 hours of induction a 500 µl sample was taken from the uninduced and the induced culture and used to make serial dilution . A 200 µl aliquot of each serial dilution was plated on LB agar and placed overnight at 37°C. The following day the number of colonies from each plate was counted. Conditions used are MOPS with 60 mM glycerol (A) and MOPS with 30 mM glucose (B), both in the presence of 0.1 mM cysteine. Experiments were done with part BBa_K731400.</i>
+
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</p>
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<p>We concluded that MOPS supplemented with glucose produced enough CysDes, in concentration sufficient to reduce the amount of cysteine produced by our other part BBa_K731030 (i.e. CysE).</p>
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<p>At this point we are ready to work on our complete system.</p>
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<hr>
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</div>
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</div>
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</div> <!--end cysdes-->
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</div>
</div>
<div class="chapter future">
<div class="chapter future">
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<h2 style="text-align: center;">APPLICATION</h2>
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<h2 style="text-align: center;">FUTURE DIRECTIONS</h2>
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<div id="applicationonstatues">
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<p>In the future, some experiments are necessary to further explore the influences that various factors could have on termination efficiencies. Firstly, the investigation of the effect of T7 lysozyme would be informative and perhaps could provide for an additional platform to control protein ratios. For example, the suppression of one protein could be achieved by simply inducing the expression of T7 lysozyme. </p>
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<h3>How to apply the bacteria on the stones</h3>
+
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<p>After characterizing our system in vitro we were ready to apply the bacteria on our collection of stone samples.</p>
+
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<p>The first thing we needed to address is how to apply the bacteria on the stones. We needed a support that would allow for both bacterial survival and adhesion on the surface of the statue. <br />
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We developed a soft gel with a modified MOPS recipe and agar (jelly-MOPS), and set up a protocol that allowed the gel to stay in place, to remain wet and to keep bacteria alive through the night. This is all we needed, all the rest was left to the bacteria!</p>
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<p>We created an agar matrix with separate wells on the stone surface to allow an easy application of the bacteria. This method simplified the procedure for multiple sequential applications in the same spot.</p>
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<div style="width: 700px; margin: 0 auto;"><img style="width: 700px;" src="http://www.science.unitn.it/~igem/img/project/Application.jpg" /></div>
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<p class="caption">
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<i>Panel A: Scaffold to sustain our jelly-MOPS. Panel B:</i>
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</p>
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<p>The bacteria were grown in MOPS with glucose and induced with arabinose +/- IPTG, depending on the parts being expressed. After 4 hours of induction the bacteria were pelleted and resuspended in jelly-MOPS and a 1-2 cm layer of bacterial gel was added inside each well.  The matrix was then covered with rice paper wet in PBS to protect and keep hydrated the bacterial gel.</p>
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<p>The stone was subjected to 3 application cycles of 12 hours with freshly induced bacteria. At the end of the three applications both the gel and the matrix were removed, and the stone surface was gently tamped with blotting paper. Then hot water was poured gently on the stone to easily remove the remaining part of the gel.</p>
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</div>
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<p>Additionally, the apparent stabilization effect resulting in increased mCherry levels in the presence of the T7 terminator should be explored. If the result proves to be real, then such influences would need to be accounted for when exploiting transcriptional terminators to modulate protein levels arising from polycistronic messages.</p>
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<div id="crustanator">
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<p>The main aims of this project were to develop an easy protocol for the characterization of transcriptional terminators and to propose a new line of study in this field (the interchangeability of the parts between organisms). Therefore, we hope that this protocol will improve the amount of the available fully-characterized and ready-to-use terminators and that this new investigation approach will be carried on by others in the future. </p>
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<h3>THE CRUSTANATOR: an home made acid rain simulator.</h3>
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<p>We believe that a deeper knowledge of transcriptional terminators and a precise analysis of their efficiencies can introduce the development of polycistronic expression vectors with predetermined ratio between proteins (for example a single bicistronic construct coding for both CysE and CysDes). This would greatly increase the available possibilities in synthetic biology and could maybe replace other methods to obtain and control proteins production.</p>
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<p>As we started collecting samples of dirty marbles we realized that it was important to test our bacteria to have an homogenous surface of black crust to be removed that was surely composed of a gyspsum layer.</p>
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<p>Inspired by the work of a group of researchers at the University of Belfast an at the University of Oxford (M. Gomez-Heras, B.J. Smith and H.A. Viles ) we decided to build our own acid rain simulation chamber. For a detailed protocol on how to build your own Crustonator you can check our protocol section.</p>
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<h3>REFERENCES:</h3>
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<p>By using our labmade acid rain simulator we were able to successfully recreate the black crust on:</p>
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<ol>
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<li>Abe H and Aiba H. Differential contributions of two elements of rho-independent terminator to transcription termination and mRNA stabilization. Biochimie 1996; 78(11-12) 1035-42.
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<ul>
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</li>
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<li>2 small white marbles from Carrara (10x10 cm)</li>
+
<li>Lyakhov DL, He B, Zhang X, Studier FW, Dunn JJ, McAllister WT, Pausing and termination by bacteriophage T7 RNA polymerase. J. Mol. Biol. 1998; 280(2): 201&#8211;13.</li>
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<li>2 small yellow marbles from Vicenza (10x10 cm)</li>
+
</ol>
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<li>1 big Carrara marble piece (50x30 cm)</li>
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</ul>
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<p>The pieces were immersed partially in distilled water and subjected to three 72 hours cycles of exposure to a saturated atmosphere of sulfourus acid. At the beginning of each cycle a fine powder of charcoal was injected into the chamber with compressed air.</p>
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<p>After the treatment the box was opened and we happily observed the formation of a gypsum layer in top of the stones and on the surface of the water. The black crust formed with better results on the small pieces probably due to chamber ventilation, direction of the ashes jet, amount of water used and marble piece dimensions. A small amount of the crust was scratched and looked under the microscope to confirm the presence of gypsum crystals.</p>
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<div style="width: 700px; margin: 0 auto;"><img style="width: 700px;" src="http://www.science.unitn.it/~igem/img/project/crustonator.jpg" /></div>
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<p style="width: 600px; margin: 10px auto;"><i>The Crustanator: A small laboratory device was built to simulate the acid rain and pollutant on the stones (A) In a tightly sealed plexiglass box, connected to a sparate chamber containg charcoal, were placed two marbles pieces from Carrara and two yellow marbles from Vicenza. The calcareous stones were partially immersed in water (B) and subjected to a saturated atmosphere of SO3 mixed with small particles of charcoal that were sprayed every 73 hours in the chamber (C). After 216 hours the box was opened and a black crust was observed on the top layer of the marble.</i></p>
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<p>The blackened stones are ready to be cleaned by our bacteria!</p>
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Latest revision as of 22:40, 26 October 2012

Terminators

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Terminator 5


Introduction
Our Method
Results
Future

INTRODUCTION

Transcriptional termination is an essential process in biology, but its characterization and investigation have always been underestimated, if compared with other mechanisms as transcriptional promotion. This underestimation is further sharpened by the difficulties in efficiently characterize terminators. Also in the Registry of Standard Parts many terminators are not fully characterized and don’t present reliable data because of the big standard deviations affecting the results.
This work concerns various aspects of the transcriptional termination process and the characterization of transcriptional terminators:

  1. we improved a very common strategy to characterize terminators, that is the usage of a bicistronic message of fluorescent proteins in which terminators can be inserted. This allows the evaluation of terminators effect on protein expression as ratiometric and fluorimetric measurements.

  2. we tested this system on two terminators commonly used in synthetic biology: the T7 transcriptional terminator from the vector pET21a and the E. coli strong transcriptional terminator (T1 rrnB). The results obtained represent a new characterization of these terminators (that were also confirmed by sequencing and submitted in the Registry under the names BBa_K731721 and BBa_K731722, respectively).

  3. we investigated the effect of different polymerases on the termination efficiencies of the two terminators tested. The investigation of this possible relation is a quite new approach; we decided to begin with the characterization of terminators using the standard tacI promoter, which is well recognized by sigma–70 E. coli RNA polymerase (RNAP) and the the most common T7 promoter recognized by the T7 RNAP.
    These BioBrick compatible plasmid backbones used as platforms were deposited under the names BBa_K731700 and BBa_K731710.

Ideally, transcriptional termination efficiencies would be measured by directly quantifying truncated and full length transcripts. In practice, due to the difficulties in accurately determining in vivo RNA levels, fluorescence deriving from messages encoding fluorescent proteins are used as a proxy for RNA levels. We are aware that protein levels are not the same as transcript concentrations. Nevertheless, protein concentrations typically are related to RNA concentrations, and fluorescent protein measurements are much more amenable to high-throughput technologies. Additionally, as the final goal is often times the control of protein ratios, such fluorescent protein based assays directly evaluates the influence of RNA elements on protein expression levels.

We hope this work will be helpful for the future characterization of terminators and to increase the available possibilities in synthetic biology. Moreover, we hope that it will be a good starting point to further investigate transcriptional termination and the factors that could affect it.

OUR METHOD

The first thing we did was to build a platform from which we could measure transcriptional termination efficiencies through fluorescence. We started with a previously constructed plasmid backbone (RL024A) from the Mansy lab that was built by Roberta Lentini. RL024A is essentially pET21b with the genes encoding the fluorescent proteins mCherry and A206K Venus (mVenus) separated by a 20 bp linker inserted into the polyclonal region. pET21b contains a T7 transcriptional promoter. RL024A and the parent plasmid pET21b also contain three illegal sites, which had to be removed. Finally, the prefix-suffix sequence was inserted between the mCherry and mVenus genes in order to give rise to our first construct, BBa_K731700. In summary, BBa_K731700 is a plasmid backbone with a T7 transcriptional promoter in which transcriptional terminators can be inserted in between genes coding for mCherry and mVenus through standard BioBrick assembly.

The first thing we did was to build a platform from which we could measure transcriptional termination efficiencies through fluorescence. We started with a previously constructed plasmid backbone (RL024A) from the Mansy lab that was built by Roberta Lentini. RL024A is essentially pET21b with the genes encoding the fluorescent proteins mCherry and A206K Venus (mVenus) separated by a 20 bp linker inserted into the polyclonal region. pET21b contains a T7 transcriptional promoter. RL024A and the parent plasmid pET21b also contain three illegal sites, which had to be removed. Finally, the prefix-suffix sequence was inserted between the mCherry and mVenus genes in order to give rise to our first construct, BBa_K731700. In summary, BBa_K731700 is a plasmid backbone with a T7 transcriptional promoter in which transcriptional terminators can be inserted in between genes coding for mCherry and mVenus through standard BioBrick assembly.

Subsequently, an analogous system with an E. coli transcriptional promoter in place of the T7 promoter was constructed. More specifically, a type of insertion-deletion PCR was used to insert an E. coli tacI transcriptional promoter and remove the T7 promoter (BBa_J64997). This plasmid backbone is hereafter referred to as BBa_K731710.

Examples of secondary structures assumed by the T7 terminator (A) and the E. coli (B) terminator tested.

We firstly measured the empty platforms to define the best usage protocol that allows precise results. We exploited a Varian Cary Eclipse Fluorescence Spectrophotometer and an E. coli lysogen strain carrying T7 RNA polymerase and lacIq. Additionally, the cells, i.e. E. coli BL21(DE3) pLysS, also contained a plasmid encoding T7 lysozyme and chloramphenicol resistance. T7 lysozyme is a natural inhibitor of T7 RNA polymerase activity, thus reducing background expression of the target genes. The T7 RNA polymerase is a behind a lacUV5 promoter.
We made several experiments to asses the best conditions to take measurements, more specifically we tested the excitation wavelengths, the inducing agent concentration, two different treatments of the colonies and the incubation time. To determine if our results were reliable we also measured colonies from different transformation plates and in a wide time-range.
We used the protocol as defined above to characterize the two terminators.

The apparent termination efficiency (Ea) was calculated using the following equation:

Where Vs is the intensity of mVenus when behind the terminator of interest, Vc is the intensity of mVenus in the absence of a preceding terminator (that is, the control), Cs is the intensity of mCherry when followed by the terminator of interest intensity, and Cc is the intensity of mCherry in the absence of the terminator of interest, i.e. the control.

RESULTS

The first step toward a good characterization in terms of statistics, reliability, repeatability and feasibility was to develop a protocol that fulfills each one of these points. Exploring a large window of different parameters and validating the data collected through statistic analysis we obtained a good and easy protocol for transcriptional terminators characterization in vivo, that gave ratiometric results affected by an acceptable standard deviation (as shown in the terminators characterization charts below). Theoretically, this protocol should work for any platform that exploits a bicistronic message encoding two fluorescent proteins (of course it would have to be tested on them and some minor changes could be necessary). Its fundamental points are probably the maintaining of the same optical density between the samples during induction, the sonication of the samples and the incubation over-night that allows fluorescence stabilization. The protocol and further details can be found here.

Figure 5: Transcriptional termination efficiencies of T7 and E. coli terminators with T7 and E. coli RNA polymerases (RNAP).

While collecting the above data, we noticed that the raw fluorescence intensities for mCherry seemed to increase in the presence of the T7 transcriptional terminator when using the T7 RNA polymerase. This effect was previously described for some terminators by H. Abe and H. Aiba [1]. To further explore this potential influence, we had to compare different cultures, with and without intervening terminator in the transformed plasmid. Thus, we repeated the experiment ensuring that all measurements were taken from cultures that were induced at the same optical density (O.D.), more information can be found here. The mCherry fluorescence was then analyzed with the following equation, that represent the Relative Increase in the upstream gene expression, where Cs is the intensity of mCherry when followed by the terminator of interest, and Cc is the intensity of mCherry of the control construct that did not contain the terminator.

The data showed that the combination of a T7 transcriptional promoter and a T7 transcriptional terminator increased mCherry levels two-fold with respect the same construct in the absence of an intervening terminator. This effect was not observed for the remaining three combinations tested.

Figure 6: Relative increase in upstream gene expression of constructs with T7 and E. coli terminators, T7 and E. coli RNA polymerases (RNAP).

Since the apparent transcriptional termination efficiencies were calculated as a ratio of mVenus over mCherry levels, an increase in mCherry fluorescence would result in an over estimation of the termination efficiency. To investigate whether our values were, indeed, over estimated, we calculated raw termination efficiencies from the same samples used for the mCherry measurements. The fluorescence intensities of mVenus were evaluated without considering mCherry emissions with the following equation:
where Vs is the intensity of mVenus when preceded by the terminator of interest, and Vc is the intensity of mVenus control, i.e. in the absence of the preceding terminator.
When the contribution of mCherry was removed, the data suggested that the RNA polymerase did not influence the transcriptional termination efficiency (Figure 7).

Figure 7: The raw and apparent termination efficiencies of T7 and E. coli terminators with T7 and E. coli RNA polymerases.

One potential reason for the increased mCherry levels could be that the terminator protects the transcript from the activity of cellular RNases. Although RNases would not explain why the effect was only observed for the T7 promoter - T7 terminator combination, we decided to test some of the constructs in a purified system that lacked the presence of nucleases. Therefore, we exploited the PURExpress kit from New England BioLabs, which consists of purified transcription - translation machinery, including T7 RNA polymerase and E. coli ribosomes. First, the data showed that the transcriptional termination efficiencies, both apparent and raw, were significantly lower in the purified, in vitro system for both T7 and E. coli terminators than the data obtained from the in vivo experiments (Figure 8). This is consistent with the fact that T7 lysozyme, which was not present in our in vitro experiments but was present in vivo, aids in transcriptional termination [2]. Second, the stabilization effect was significantly diminished in vitro, suggesting that RNases or other unidentified cellular factors were involved. Some kinetic profiles of the reaction can be found below (Figure 9).

Figure 8: The activity of T7 and E. coli terminators in vitro with purified T7 RNA polymerase and E. coli translation machinery. Left, right and bottom panels show apparent termination efficiencies, raw termination efficiencies, and normalized mCherry expression.

Figure 9: in vitro kinetics measurements. Left panel shows the raw emission peaks intensities obtained with T7 RNA polymerase and T7 terminator. Right panel shows the raw termination efficiencies of both terminators with the same platform.

FUTURE DIRECTIONS

In the future, some experiments are necessary to further explore the influences that various factors could have on termination efficiencies. Firstly, the investigation of the effect of T7 lysozyme would be informative and perhaps could provide for an additional platform to control protein ratios. For example, the suppression of one protein could be achieved by simply inducing the expression of T7 lysozyme.

Additionally, the apparent stabilization effect resulting in increased mCherry levels in the presence of the T7 terminator should be explored. If the result proves to be real, then such influences would need to be accounted for when exploiting transcriptional terminators to modulate protein levels arising from polycistronic messages.

The main aims of this project were to develop an easy protocol for the characterization of transcriptional terminators and to propose a new line of study in this field (the interchangeability of the parts between organisms). Therefore, we hope that this protocol will improve the amount of the available fully-characterized and ready-to-use terminators and that this new investigation approach will be carried on by others in the future.

We believe that a deeper knowledge of transcriptional terminators and a precise analysis of their efficiencies can introduce the development of polycistronic expression vectors with predetermined ratio between proteins (for example a single bicistronic construct coding for both CysE and CysDes). This would greatly increase the available possibilities in synthetic biology and could maybe replace other methods to obtain and control proteins production.

REFERENCES:

  1. Abe H and Aiba H. Differential contributions of two elements of rho-independent terminator to transcription termination and mRNA stabilization. Biochimie 1996; 78(11-12) 1035-42.
  2. Lyakhov DL, He B, Zhang X, Studier FW, Dunn JJ, McAllister WT, Pausing and termination by bacteriophage T7 RNA polymerase. J. Mol. Biol. 1998; 280(2): 201–13.