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Direct Correlation between Motile Behavior and Protein Abundance in Single Cells

Understanding how stochastic molecular fluctuations affect cell behavior requires the quantification of both behavior and protein numbers in the same cells. Here, we combine automated microscopy with in situ hydrogel polymerization to measure single-cell protein expression after tracking swimming be...

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Autores principales: Dufour, Yann S., Gillet, Sébastien, Frankel, Nicholas W., Weibel, Douglas B., Emonet, Thierry
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5012591/
https://www.ncbi.nlm.nih.gov/pubmed/27599206
http://dx.doi.org/10.1371/journal.pcbi.1005041
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author Dufour, Yann S.
Gillet, Sébastien
Frankel, Nicholas W.
Weibel, Douglas B.
Emonet, Thierry
author_facet Dufour, Yann S.
Gillet, Sébastien
Frankel, Nicholas W.
Weibel, Douglas B.
Emonet, Thierry
author_sort Dufour, Yann S.
collection PubMed
description Understanding how stochastic molecular fluctuations affect cell behavior requires the quantification of both behavior and protein numbers in the same cells. Here, we combine automated microscopy with in situ hydrogel polymerization to measure single-cell protein expression after tracking swimming behavior. We characterized the distribution of non-genetic phenotypic diversity in Escherichia coli motility, which affects single-cell exploration. By expressing fluorescently tagged chemotaxis proteins (CheR and CheB) at different levels, we quantitatively mapped motile phenotype (tumble bias) to protein numbers using thousands of single-cell measurements. Our results disagreed with established models until we incorporated the role of CheB in receptor deamidation and the slow fluctuations in receptor methylation. Beyond refining models, our central finding is that changes in numbers of CheR and CheB affect the population mean tumble bias and its variance independently. Therefore, it is possible to adjust the degree of phenotypic diversity of a population by adjusting the global level of expression of CheR and CheB while keeping their ratio constant, which, as shown in previous studies, confers functional robustness to the system. Since genetic control of protein expression is heritable, our results suggest that non-genetic diversity in motile behavior is selectable, supporting earlier hypotheses that such diversity confers a selective advantage.
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spelling pubmed-50125912016-09-27 Direct Correlation between Motile Behavior and Protein Abundance in Single Cells Dufour, Yann S. Gillet, Sébastien Frankel, Nicholas W. Weibel, Douglas B. Emonet, Thierry PLoS Comput Biol Research Article Understanding how stochastic molecular fluctuations affect cell behavior requires the quantification of both behavior and protein numbers in the same cells. Here, we combine automated microscopy with in situ hydrogel polymerization to measure single-cell protein expression after tracking swimming behavior. We characterized the distribution of non-genetic phenotypic diversity in Escherichia coli motility, which affects single-cell exploration. By expressing fluorescently tagged chemotaxis proteins (CheR and CheB) at different levels, we quantitatively mapped motile phenotype (tumble bias) to protein numbers using thousands of single-cell measurements. Our results disagreed with established models until we incorporated the role of CheB in receptor deamidation and the slow fluctuations in receptor methylation. Beyond refining models, our central finding is that changes in numbers of CheR and CheB affect the population mean tumble bias and its variance independently. Therefore, it is possible to adjust the degree of phenotypic diversity of a population by adjusting the global level of expression of CheR and CheB while keeping their ratio constant, which, as shown in previous studies, confers functional robustness to the system. Since genetic control of protein expression is heritable, our results suggest that non-genetic diversity in motile behavior is selectable, supporting earlier hypotheses that such diversity confers a selective advantage. Public Library of Science 2016-09-06 /pmc/articles/PMC5012591/ /pubmed/27599206 http://dx.doi.org/10.1371/journal.pcbi.1005041 Text en © 2016 Dufour et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Dufour, Yann S.
Gillet, Sébastien
Frankel, Nicholas W.
Weibel, Douglas B.
Emonet, Thierry
Direct Correlation between Motile Behavior and Protein Abundance in Single Cells
title Direct Correlation between Motile Behavior and Protein Abundance in Single Cells
title_full Direct Correlation between Motile Behavior and Protein Abundance in Single Cells
title_fullStr Direct Correlation between Motile Behavior and Protein Abundance in Single Cells
title_full_unstemmed Direct Correlation between Motile Behavior and Protein Abundance in Single Cells
title_short Direct Correlation between Motile Behavior and Protein Abundance in Single Cells
title_sort direct correlation between motile behavior and protein abundance in single cells
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5012591/
https://www.ncbi.nlm.nih.gov/pubmed/27599206
http://dx.doi.org/10.1371/journal.pcbi.1005041
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