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Conserved Cis-Regulatory Modules Control Robustness in Msx1 Expression at Single-Cell Resolution
The process of transcription is highly stochastic leading to cell-to-cell variations and noise in gene expression levels. However, key essential genes have to be precisely expressed at the correct amount and time to ensure proper cellular development and function. Studies in yeast and bacterial syst...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4607535/ https://www.ncbi.nlm.nih.gov/pubmed/26342140 http://dx.doi.org/10.1093/gbe/evv179 |
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author | Vance, Keith W. Woodcock, Dan J. Reid, John E. Bretschneider, Till Ott, Sascha Koentges, Georgy |
author_facet | Vance, Keith W. Woodcock, Dan J. Reid, John E. Bretschneider, Till Ott, Sascha Koentges, Georgy |
author_sort | Vance, Keith W. |
collection | PubMed |
description | The process of transcription is highly stochastic leading to cell-to-cell variations and noise in gene expression levels. However, key essential genes have to be precisely expressed at the correct amount and time to ensure proper cellular development and function. Studies in yeast and bacterial systems have shown that gene expression noise decreases as mean expression levels increase, a relationship that is controlled by promoter DNA sequence. However, the function of distal cis-regulatory modules (CRMs), an evolutionary novelty of metazoans, in controlling transcriptional robustness and variability is poorly understood. In this study, we used live cell imaging of transfected reporters combined with a mathematical modelling and statistical inference scheme to quantify the function of conserved Msx1 CRMs and promoters in modulating single-cell real-time transcription rates in C2C12 mouse myoblasts. The results show that the mean expression–noise relationship is solely promoter controlled for this key pluripotency regulator. In addition, we demonstrate that CRMs modulate single-cell basal promoter rate distributions in a graded manner across a population of cells. This extends the rheostatic model of CRM action to provide a more detailed understanding of CRM function at single-cell resolution. We also identify a novel CRM transcriptional filter function that acts to reduce intracellular variability in transcription rates and show that this can be phylogenetically separable from rate modulating CRM activities. These results are important for understanding how the expression of key vertebrate developmental transcription factors is precisely controlled both within and between individual cells. |
format | Online Article Text |
id | pubmed-4607535 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-46075352015-10-19 Conserved Cis-Regulatory Modules Control Robustness in Msx1 Expression at Single-Cell Resolution Vance, Keith W. Woodcock, Dan J. Reid, John E. Bretschneider, Till Ott, Sascha Koentges, Georgy Genome Biol Evol Research Article The process of transcription is highly stochastic leading to cell-to-cell variations and noise in gene expression levels. However, key essential genes have to be precisely expressed at the correct amount and time to ensure proper cellular development and function. Studies in yeast and bacterial systems have shown that gene expression noise decreases as mean expression levels increase, a relationship that is controlled by promoter DNA sequence. However, the function of distal cis-regulatory modules (CRMs), an evolutionary novelty of metazoans, in controlling transcriptional robustness and variability is poorly understood. In this study, we used live cell imaging of transfected reporters combined with a mathematical modelling and statistical inference scheme to quantify the function of conserved Msx1 CRMs and promoters in modulating single-cell real-time transcription rates in C2C12 mouse myoblasts. The results show that the mean expression–noise relationship is solely promoter controlled for this key pluripotency regulator. In addition, we demonstrate that CRMs modulate single-cell basal promoter rate distributions in a graded manner across a population of cells. This extends the rheostatic model of CRM action to provide a more detailed understanding of CRM function at single-cell resolution. We also identify a novel CRM transcriptional filter function that acts to reduce intracellular variability in transcription rates and show that this can be phylogenetically separable from rate modulating CRM activities. These results are important for understanding how the expression of key vertebrate developmental transcription factors is precisely controlled both within and between individual cells. Oxford University Press 2015-09-04 /pmc/articles/PMC4607535/ /pubmed/26342140 http://dx.doi.org/10.1093/gbe/evv179 Text en © The Author(s) 2015. Published by Oxford University Press on behalf of the Society for Molecular Biology and Evolution. 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 reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Vance, Keith W. Woodcock, Dan J. Reid, John E. Bretschneider, Till Ott, Sascha Koentges, Georgy Conserved Cis-Regulatory Modules Control Robustness in Msx1 Expression at Single-Cell Resolution |
title | Conserved Cis-Regulatory Modules Control Robustness in Msx1 Expression at Single-Cell Resolution |
title_full | Conserved Cis-Regulatory Modules Control Robustness in Msx1 Expression at Single-Cell Resolution |
title_fullStr | Conserved Cis-Regulatory Modules Control Robustness in Msx1 Expression at Single-Cell Resolution |
title_full_unstemmed | Conserved Cis-Regulatory Modules Control Robustness in Msx1 Expression at Single-Cell Resolution |
title_short | Conserved Cis-Regulatory Modules Control Robustness in Msx1 Expression at Single-Cell Resolution |
title_sort | conserved cis-regulatory modules control robustness in msx1 expression at single-cell resolution |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4607535/ https://www.ncbi.nlm.nih.gov/pubmed/26342140 http://dx.doi.org/10.1093/gbe/evv179 |
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