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Performance upgrade of a microbial explosives’ sensor strain by screening a high throughput saturation library of a transcriptional regulator

We present a methodology for a high-throughput screening (HTS) of transcription factor libraries, based on bacterial cells and GFP fluorescence. The method is demonstrated on the Escherichia coli LysR-type transcriptional regulator YhaJ, a key element in 2,4-dinitrotuluene (DNT) detection by bacteri...

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Autores principales: David, Lidor, Shpigel, Etai, Levin, Itay, Moshe, Shaked, Zimmerman, Lior, Dadon-Simanowitz, Shilat, Shemer, Benjamin, Levkovich, Shon A., Larush, Liraz, Magdassi, Shlomo, Belkin, Shimshon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Research Network of Computational and Structural Biotechnology 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10493890/
https://www.ncbi.nlm.nih.gov/pubmed/37701016
http://dx.doi.org/10.1016/j.csbj.2023.08.017
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author David, Lidor
Shpigel, Etai
Levin, Itay
Moshe, Shaked
Zimmerman, Lior
Dadon-Simanowitz, Shilat
Shemer, Benjamin
Levkovich, Shon A.
Larush, Liraz
Magdassi, Shlomo
Belkin, Shimshon
author_facet David, Lidor
Shpigel, Etai
Levin, Itay
Moshe, Shaked
Zimmerman, Lior
Dadon-Simanowitz, Shilat
Shemer, Benjamin
Levkovich, Shon A.
Larush, Liraz
Magdassi, Shlomo
Belkin, Shimshon
author_sort David, Lidor
collection PubMed
description We present a methodology for a high-throughput screening (HTS) of transcription factor libraries, based on bacterial cells and GFP fluorescence. The method is demonstrated on the Escherichia coli LysR-type transcriptional regulator YhaJ, a key element in 2,4-dinitrotuluene (DNT) detection by bacterial explosives’ sensor strains. Enhancing the performance characteristics of the YhaJ transcription factor is essential for future standoff detection of buried landmines. However, conventional directed evolution methods for modifying YhaJ are limited in scope, due to the vast sequence space and the absence of efficient screening methods to select optimal transcription factor mutants. To overcome this limitation, we have constructed a focused saturation library of ca. 6.4 × 107 yhaJ variants, and have screened over 70 % of its sequence space using fluorescence-activated cell sorting (FACS). Through this screening process, we have identified YhaJ mutants exhibiting superior fluorescence responses to DNT, which were then effectively transformed into a bioluminescence-based DNT detection system. The best modified DNT reporter strain demonstrated a 7-fold lower DNT detection threshold, a 45-fold increased signal intensity, and a 40 % shorter response time compared to the parental bioreporter. The FACS-based HTS approach presented here may hold a potential for future molecular enhancement of other sensing and catalytic bioreactions.
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spelling pubmed-104938902023-09-12 Performance upgrade of a microbial explosives’ sensor strain by screening a high throughput saturation library of a transcriptional regulator David, Lidor Shpigel, Etai Levin, Itay Moshe, Shaked Zimmerman, Lior Dadon-Simanowitz, Shilat Shemer, Benjamin Levkovich, Shon A. Larush, Liraz Magdassi, Shlomo Belkin, Shimshon Comput Struct Biotechnol J Research Article We present a methodology for a high-throughput screening (HTS) of transcription factor libraries, based on bacterial cells and GFP fluorescence. The method is demonstrated on the Escherichia coli LysR-type transcriptional regulator YhaJ, a key element in 2,4-dinitrotuluene (DNT) detection by bacterial explosives’ sensor strains. Enhancing the performance characteristics of the YhaJ transcription factor is essential for future standoff detection of buried landmines. However, conventional directed evolution methods for modifying YhaJ are limited in scope, due to the vast sequence space and the absence of efficient screening methods to select optimal transcription factor mutants. To overcome this limitation, we have constructed a focused saturation library of ca. 6.4 × 107 yhaJ variants, and have screened over 70 % of its sequence space using fluorescence-activated cell sorting (FACS). Through this screening process, we have identified YhaJ mutants exhibiting superior fluorescence responses to DNT, which were then effectively transformed into a bioluminescence-based DNT detection system. The best modified DNT reporter strain demonstrated a 7-fold lower DNT detection threshold, a 45-fold increased signal intensity, and a 40 % shorter response time compared to the parental bioreporter. The FACS-based HTS approach presented here may hold a potential for future molecular enhancement of other sensing and catalytic bioreactions. Research Network of Computational and Structural Biotechnology 2023-08-22 /pmc/articles/PMC10493890/ /pubmed/37701016 http://dx.doi.org/10.1016/j.csbj.2023.08.017 Text en © 2023 The Authors https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Research Article
David, Lidor
Shpigel, Etai
Levin, Itay
Moshe, Shaked
Zimmerman, Lior
Dadon-Simanowitz, Shilat
Shemer, Benjamin
Levkovich, Shon A.
Larush, Liraz
Magdassi, Shlomo
Belkin, Shimshon
Performance upgrade of a microbial explosives’ sensor strain by screening a high throughput saturation library of a transcriptional regulator
title Performance upgrade of a microbial explosives’ sensor strain by screening a high throughput saturation library of a transcriptional regulator
title_full Performance upgrade of a microbial explosives’ sensor strain by screening a high throughput saturation library of a transcriptional regulator
title_fullStr Performance upgrade of a microbial explosives’ sensor strain by screening a high throughput saturation library of a transcriptional regulator
title_full_unstemmed Performance upgrade of a microbial explosives’ sensor strain by screening a high throughput saturation library of a transcriptional regulator
title_short Performance upgrade of a microbial explosives’ sensor strain by screening a high throughput saturation library of a transcriptional regulator
title_sort performance upgrade of a microbial explosives’ sensor strain by screening a high throughput saturation library of a transcriptional regulator
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10493890/
https://www.ncbi.nlm.nih.gov/pubmed/37701016
http://dx.doi.org/10.1016/j.csbj.2023.08.017
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