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Macromolecular Crowding Regulates the Gene Expression Profile by Limiting Diffusion
We seek to elucidate the role of macromolecular crowding in transcription and translation. It is well known that stochasticity in gene expression can lead to differential gene expression and heterogeneity in a cell population. Recent experimental observations by Tan et al. have improved our understa...
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/PMC5125560/ https://www.ncbi.nlm.nih.gov/pubmed/27893768 http://dx.doi.org/10.1371/journal.pcbi.1005122 |
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author | Golkaram, Mahdi Hellander, Stefan Drawert, Brian Petzold, Linda R. |
author_facet | Golkaram, Mahdi Hellander, Stefan Drawert, Brian Petzold, Linda R. |
author_sort | Golkaram, Mahdi |
collection | PubMed |
description | We seek to elucidate the role of macromolecular crowding in transcription and translation. It is well known that stochasticity in gene expression can lead to differential gene expression and heterogeneity in a cell population. Recent experimental observations by Tan et al. have improved our understanding of the functional role of macromolecular crowding. It can be inferred from their observations that macromolecular crowding can lead to robustness in gene expression, resulting in a more homogeneous cell population. We introduce a spatial stochastic model to provide insight into this process. Our results show that macromolecular crowding reduces noise (as measured by the kurtosis of the mRNA distribution) in a cell population by limiting the diffusion of transcription factors (i.e. removing the unstable intermediate states), and that crowding by large molecules reduces noise more efficiently than crowding by small molecules. Finally, our simulation results provide evidence that the local variation in chromatin density as well as the total volume exclusion of the chromatin in the nucleus can induce a homogenous cell population. |
format | Online Article Text |
id | pubmed-5125560 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-51255602016-12-15 Macromolecular Crowding Regulates the Gene Expression Profile by Limiting Diffusion Golkaram, Mahdi Hellander, Stefan Drawert, Brian Petzold, Linda R. PLoS Comput Biol Research Article We seek to elucidate the role of macromolecular crowding in transcription and translation. It is well known that stochasticity in gene expression can lead to differential gene expression and heterogeneity in a cell population. Recent experimental observations by Tan et al. have improved our understanding of the functional role of macromolecular crowding. It can be inferred from their observations that macromolecular crowding can lead to robustness in gene expression, resulting in a more homogeneous cell population. We introduce a spatial stochastic model to provide insight into this process. Our results show that macromolecular crowding reduces noise (as measured by the kurtosis of the mRNA distribution) in a cell population by limiting the diffusion of transcription factors (i.e. removing the unstable intermediate states), and that crowding by large molecules reduces noise more efficiently than crowding by small molecules. Finally, our simulation results provide evidence that the local variation in chromatin density as well as the total volume exclusion of the chromatin in the nucleus can induce a homogenous cell population. Public Library of Science 2016-11-28 /pmc/articles/PMC5125560/ /pubmed/27893768 http://dx.doi.org/10.1371/journal.pcbi.1005122 Text en © 2016 Golkaram 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 Golkaram, Mahdi Hellander, Stefan Drawert, Brian Petzold, Linda R. Macromolecular Crowding Regulates the Gene Expression Profile by Limiting Diffusion |
title | Macromolecular Crowding Regulates the Gene Expression Profile by Limiting Diffusion |
title_full | Macromolecular Crowding Regulates the Gene Expression Profile by Limiting Diffusion |
title_fullStr | Macromolecular Crowding Regulates the Gene Expression Profile by Limiting Diffusion |
title_full_unstemmed | Macromolecular Crowding Regulates the Gene Expression Profile by Limiting Diffusion |
title_short | Macromolecular Crowding Regulates the Gene Expression Profile by Limiting Diffusion |
title_sort | macromolecular crowding regulates the gene expression profile by limiting diffusion |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5125560/ https://www.ncbi.nlm.nih.gov/pubmed/27893768 http://dx.doi.org/10.1371/journal.pcbi.1005122 |
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