Macromolecular Crowding Regulates the Gene Expression Profile by Limiting Diffusion
Abstract
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
- Authors:
-
- Univ. of California, Santa Barbara, CA (United States). Dept. of Mechanical Engineering
- Univ. of California, Santa Barbara, CA (United States). Dept. of Computer Science
- Univ. of California, Santa Barbara, CA (United States). Dept. of Mechanical Engineering and Dept. of Computer Science
- Publication Date:
- Research Org.:
- Univ. of California, Santa Barbara, CA (United States)
- Sponsoring Org.:
- USDOE Office of Science (SC), Biological and Environmental Research (BER). Biological Systems Science Division; National Science Foundation (NSF); US Army Research Office (ARO)
- OSTI Identifier:
- 1345287
- Alternate Identifier(s):
- OSTI ID: 1423941
- Grant/Contract Number:
- SC0008975; DMS-1001012; W911NF-09-0001; R01-EB014877; R01-GM113241
- Resource Type:
- Published Article
- Journal Name:
- PLoS Computational Biology (Online)
- Additional Journal Information:
- Journal Name: PLoS Computational Biology (Online) Journal Volume: 12 Journal Issue: 11; Journal ID: ISSN 1553-7358
- Publisher:
- Public Library of Science
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 59 BASIC BIOLOGICAL SCIENCES
Citation Formats
Golkaram, Mahdi, Hellander, Stefan, Drawert, Brian, and Petzold, Linda R. Macromolecular Crowding Regulates the Gene Expression Profile by Limiting Diffusion. United States: N. p., 2016.
Web. doi:10.1371/journal.pcbi.1005122.
Golkaram, Mahdi, Hellander, Stefan, Drawert, Brian, & Petzold, Linda R. Macromolecular Crowding Regulates the Gene Expression Profile by Limiting Diffusion. United States. https://doi.org/10.1371/journal.pcbi.1005122
Golkaram, Mahdi, Hellander, Stefan, Drawert, Brian, and Petzold, Linda R. Mon .
"Macromolecular Crowding Regulates the Gene Expression Profile by Limiting Diffusion". United States. https://doi.org/10.1371/journal.pcbi.1005122.
@article{osti_1345287,
title = {Macromolecular Crowding Regulates the Gene Expression Profile by Limiting Diffusion},
author = {Golkaram, Mahdi and Hellander, Stefan and Drawert, Brian and Petzold, Linda R.},
abstractNote = {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},
doi = {10.1371/journal.pcbi.1005122},
journal = {PLoS Computational Biology (Online)},
number = 11,
volume = 12,
place = {United States},
year = {Mon Nov 28 00:00:00 EST 2016},
month = {Mon Nov 28 00:00:00 EST 2016}
}
https://doi.org/10.1371/journal.pcbi.1005122
Web of Science
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