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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2016
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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. |
format | Online Article Text |
id | pubmed-5012591 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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