Latest revision as of 03:03, 22 September 2011

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Lysis Selection System

Lysis selection system Main | Lysis Characterization | DNA Recovery | DNA Selection | T7 Promoter Variants

One major challenge in designing new regulatory parts is to determine which combinations of transcription factors and binding sequences match. From previous research and our own MITOMI experiments, we know which DNA sequences TetR binds to, and which residues of TetR participate in binding, but we do not know how changing these residues will affect either binding affinity or specificity. Molecular dynamics simulations and other theoretical approaches have not come any closer to answering these questions. In short, we know too little about protein-DNA interaction to intelligently design transcription factors. To make up for this lack of knowledge, we present an experimental system to select valid binding pairs from many random tetR and pTet mutants, based on an inducible lysis gene.

The system – in a way a "survival of the weakest" – is related to directed evolution. A lysis system based on the K112808 lysis device is indirectly activated by tetR. Therefore, if in a given cell the tetR variant present can bind to the tetR promoter, the cell lyses and releases its DNA into the culture media. From there, DNA can be recovered and amplified, tranformed, or directly sequenced. By design, this DNA codes for a combination of TF and promoter with high mutual affinity, and therefore almost directly yields a valid regulatory part. In this light, it is a useful component of our transcription factor development pipeline.

This is a direct and practical way of solving the problem of selecting high affinity pairs among the millions of possible combinations of transcription factors and promoters. It can be seen as a form of DNA-based information processing, and is therefore also a neat example of a problem more efficiently solved by non-conventional computation.

To develop the system, we began with a simple experiment to check that a lysis cassette in a plasmid could lyse with greater efficiency as a function of IPTG concentration. The next step towards our goal was to demonstrate that plasmid DNA can be adequately recovered and repackaged (PCR amplified, transformed into a different strain, etc...) as a result of lysing. In a more elaborate experiment, we were able to show that not only did the lysing efficiently release plasmids from the cells, but that it could be made to do so selectively in a large culture containing a variety of strains. Finally, cognizant of the fact that a good lysis selection method ought to be flexible with regards to the larger reporter system, we manufactured twelve different T7 promoter variants that exhibit a wide range of strengths and induction efficiencies. The latter will play a crucial role in being able to accomodate the activation time-scales of fragile and complex selection systems.

All the components of the selection machine have been separately tested experimentally and found to work. Therefore we are convinced the system can work, but it would still require a full-circle experiment to demonstrate its usefulness.

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-{{:Team:EPF-Lausanne/Templates/Header|title=T7 promoter variants}}
+{{:Team:EPF-Lausanne/Templates/T7lysisHeader|title=Intro}}
-We made two families of T7 promoter variants. One family has mutations on the T7 promoter consensus sequence while the other has the same set of mutations on the consensus sequence but also has a lac operator downstream of the T7 promoter (but upstream of the reporter RFP or Lysis). In each family, we made six designed variants with different predicted promoter strengths compared to the wildtype and also made three sets of randomer variants which we wanted to use to check the overall range of promoter strength.
-For each family, we tested the randomers and the designed variants separately. To characterize the promoter strengths, we used RFP as the reporter gene and used a platereader to test for fluorescence during and after induction with IPTG.
+One major challenge in designing new regulatory parts is to determine which combinations of transcription factors and binding sequences match.
+From previous research and our own MITOMI experiments, we know which DNA sequences TetR binds to, and which residues of TetR participate in binding, but we do not know how changing these residues will affect either binding affinity or specificity.
+Molecular dynamics simulations and other theoretical approaches have not come any closer to answering these questions.
+In short, we know too little about protein-DNA interaction to intelligently design transcription factors.
+To make up for this lack of knowledge, we present an experimental system to select valid binding pairs from many random tetR and pTet mutants, based on an inducible lysis gene.
-[[File:non_random_dose_response.png|700px]]
+[[File:EPFL-Solange-Lysis.jpg|700px]]
-The six designed T7 promoter variants are named as a function of their predicted promoter efficiency, relative to the wildtype. For example, T7 14 has a predicted efficiency of 14% compared to the consensus T7 promoter, whereas T7 111 is predicted to be 111% more efficient than the wildtype. In the chart above, you find each of the designed promoter variants for both the T7 with and without the lac operator, arranged in increasing predicted efficiency. Contrary to our expectation, some variants that were designed to have a lesser efficiency than the wildtype (e.g. T7 54) seem to have a much higher strength (as measured by fluorescence at saturation, normalized by the optical density). Already in the designed variants, we see a substantial difference in the behavior of the promoters that have a lac operator as opposed to those that do not. The data for this graph was produced in triplicate, so the error bar represents the standard error across those three measurements.
+The system – in a way a "survival of the weakest" – is related to directed evolution.
+A lysis system based on the K112808 lysis device is indirectly activated by tetR.
+Therefore, if in a given cell the tetR variant present can bind to the tetR promoter, the cell lyses and releases its DNA into the culture media.
+From there, DNA can be recovered and amplified, tranformed, or directly sequenced.
+By design, this DNA codes for a combination of TF and promoter with high mutual affinity, and therefore almost directly yields a valid regulatory part.
+In this light, it is a useful component of our transcription factor development pipeline.
-[[File:induction_ratio.png|700px]]
+This is a direct and practical way of solving the problem of selecting high affinity pairs among the millions of possible combinations of transcription factors and promoters.
+It can be seen as a form of DNA-based information processing, and is therefore also a neat example of a problem more efficiently solved by non-conventional computation.
-In addition to fluorescence at saturation, another way to characterize promoter strength is to look at its induction ratio, which is the ratio, at saturation, of fluorescence produced by induction with IPTG versus fluorescence produced without induction. In layman's terms, it indicates how strongly the promoter reacts to induction. Here again, our results indicate that some promoter variants (T7 80 in particular) stand out with respect to this feature. Here too the importance of the lac operator in producing high induction ratios is not to be underestimated.
-[[File:varability_comparison.png|200px| left]]
-For the three sets of randomers for T7 with and without the lac operator, we tested seventy-two different variants and characterized their expression using the same IPTG induction protocol as with the designed variants. The goal of using these variants was to examine the range of expressions that can be produced by random mutations as opposed to directed mutations. The results, as presented in the graph, indicate that the designed variants (with and without lac operator put together) produce a much higher average normalized fluorescence than the randomers.
+To develop the system, we began with a [[Team:EPF-Lausanne/Our_Project/T7_promoter_variants/lysis|simple experiment]] to check that a lysis cassette in a plasmid could lyse with greater efficiency as a function of IPTG concentration. The next step towards our goal was to demonstrate that [[Team:EPF-Lausanne/Our_Project/T7_promoter_variants/recovery|plasmid DNA can be adequately recovered]] and repackaged (PCR amplified, transformed into a different strain, etc...) as a result of lysing. In a [[Team:EPF-Lausanne/Our_Project/T7_promoter_variants/selection|more elaborate experiment]], we were able to show that not only did the lysing efficiently release plasmids from the cells, but that it could be made to do so selectively in a large culture containing a variety of strains. Finally, cognizant of the fact that a good lysis selection method ought to be flexible with regards to the larger reporter system, we manufactured [[Team:EPF-Lausanne/Our_Project/T7_promoter_variants/t7prom|twelve different T7 promoter variants]] that exhibit a wide range of strengths and induction efficiencies. The latter will play a crucial role in being able to accomodate the activation time-scales of fragile and complex selection systems.
+All the components of the selection machine have been separately tested experimentally and found to work. Therefore we are convinced the system can work, but it would still require a full-circle experiment to demonstrate its usefulness.
 {{:Team:EPF-Lausanne/Templates/Footer}}

Team:EPF-Lausanne/Our Project/T7 promoter variants

From 2011.igem.org

Latest revision as of 03:03, 22 September 2011

Lysis Selection System