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Effects of promoter leakage on dynamics of gene expression
BACKGROUND: Quantitative analysis of simple molecular networks is an important step forward understanding fundamental intracellular processes. As network motifs occurring recurrently in complex biological networks, gene auto-regulatory circuits have been extensively studied but gene expression dynam...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4384279/ https://www.ncbi.nlm.nih.gov/pubmed/25888718 http://dx.doi.org/10.1186/s12918-015-0157-z |
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author | Huang, Lifang Yuan, Zhanjiang Liu, Peijiang Zhou, Tianshou |
author_facet | Huang, Lifang Yuan, Zhanjiang Liu, Peijiang Zhou, Tianshou |
author_sort | Huang, Lifang |
collection | PubMed |
description | BACKGROUND: Quantitative analysis of simple molecular networks is an important step forward understanding fundamental intracellular processes. As network motifs occurring recurrently in complex biological networks, gene auto-regulatory circuits have been extensively studied but gene expression dynamics remain to be fully understood, e.g., how promoter leakage affects expression noise is unclear. RESULTS: In this work, we analyze a gene model with auto regulation, where the promoter is assumed to have one active state with highly efficient transcription and one inactive state with very lowly efficient transcription (termed as promoter leakage). We first derive the analytical distribution of gene product, and then analyze effects of promoter leakage on expression dynamics including bursting kinetics. Interestingly, we find that promoter leakage always reduces expression noise and that increasing the leakage rate tends to simplify phenotypes. In addition, higher leakage results in fewer bursts. CONCLUSIONS: Our results reveal the essential role of promoter leakage in controlling expression dynamics and further phenotype. Specifically, promoter leakage is a universal mechanism of reducing expression noise, controlling phenotypes in different environments and making the gene produce generate fewer bursts. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12918-015-0157-z) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4384279 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-43842792015-04-04 Effects of promoter leakage on dynamics of gene expression Huang, Lifang Yuan, Zhanjiang Liu, Peijiang Zhou, Tianshou BMC Syst Biol Research Article BACKGROUND: Quantitative analysis of simple molecular networks is an important step forward understanding fundamental intracellular processes. As network motifs occurring recurrently in complex biological networks, gene auto-regulatory circuits have been extensively studied but gene expression dynamics remain to be fully understood, e.g., how promoter leakage affects expression noise is unclear. RESULTS: In this work, we analyze a gene model with auto regulation, where the promoter is assumed to have one active state with highly efficient transcription and one inactive state with very lowly efficient transcription (termed as promoter leakage). We first derive the analytical distribution of gene product, and then analyze effects of promoter leakage on expression dynamics including bursting kinetics. Interestingly, we find that promoter leakage always reduces expression noise and that increasing the leakage rate tends to simplify phenotypes. In addition, higher leakage results in fewer bursts. CONCLUSIONS: Our results reveal the essential role of promoter leakage in controlling expression dynamics and further phenotype. Specifically, promoter leakage is a universal mechanism of reducing expression noise, controlling phenotypes in different environments and making the gene produce generate fewer bursts. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12918-015-0157-z) contains supplementary material, which is available to authorized users. BioMed Central 2015-03-21 /pmc/articles/PMC4384279/ /pubmed/25888718 http://dx.doi.org/10.1186/s12918-015-0157-z Text en © Huang et al.; licensee BioMed Central. 2015 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 work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Huang, Lifang Yuan, Zhanjiang Liu, Peijiang Zhou, Tianshou Effects of promoter leakage on dynamics of gene expression |
title | Effects of promoter leakage on dynamics of gene expression |
title_full | Effects of promoter leakage on dynamics of gene expression |
title_fullStr | Effects of promoter leakage on dynamics of gene expression |
title_full_unstemmed | Effects of promoter leakage on dynamics of gene expression |
title_short | Effects of promoter leakage on dynamics of gene expression |
title_sort | effects of promoter leakage on dynamics of gene expression |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4384279/ https://www.ncbi.nlm.nih.gov/pubmed/25888718 http://dx.doi.org/10.1186/s12918-015-0157-z |
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