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Enhancement of gene expression noise from transcription factor binding to genomic decoy sites
The genome contains several high-affinity non-functional binding sites for transcription factors (TFs) creating a hidden and unexplored layer of gene regulation. We investigate the role of such “decoy sites” in controlling noise (random fluctuations) in the level of a TF that is synthesized in stoch...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7272470/ https://www.ncbi.nlm.nih.gov/pubmed/32499583 http://dx.doi.org/10.1038/s41598-020-65750-2 |
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author | Dey, Supravat Soltani, Mohammad Singh, Abhyudai |
author_facet | Dey, Supravat Soltani, Mohammad Singh, Abhyudai |
author_sort | Dey, Supravat |
collection | PubMed |
description | The genome contains several high-affinity non-functional binding sites for transcription factors (TFs) creating a hidden and unexplored layer of gene regulation. We investigate the role of such “decoy sites” in controlling noise (random fluctuations) in the level of a TF that is synthesized in stochastic bursts. Prior studies have assumed that decoy-bound TFs are protected from degradation, and in this case decoys function to buffer noise. Relaxing this assumption to consider arbitrary degradation rates for both bound/unbound TF states, we find rich noise behaviors. For low-affinity decoys, noise in the level of unbound TF always monotonically decreases to the Poisson limit with increasing decoy numbers. In contrast, for high-affinity decoys, noise levels first increase with increasing decoy numbers, before decreasing back to the Poisson limit. Interestingly, while protection of bound TFs from degradation slows the time-scale of fluctuations in the unbound TF levels, the decay of bound TFs leads to faster fluctuations and smaller noise propagation to downstream target proteins. In summary, our analysis reveals stochastic dynamics emerging from nonspecific binding of TFs and highlights the dual role of decoys as attenuators or amplifiers of gene expression noise depending on their binding affinity and stability of the bound TF. |
format | Online Article Text |
id | pubmed-7272470 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-72724702020-06-05 Enhancement of gene expression noise from transcription factor binding to genomic decoy sites Dey, Supravat Soltani, Mohammad Singh, Abhyudai Sci Rep Article The genome contains several high-affinity non-functional binding sites for transcription factors (TFs) creating a hidden and unexplored layer of gene regulation. We investigate the role of such “decoy sites” in controlling noise (random fluctuations) in the level of a TF that is synthesized in stochastic bursts. Prior studies have assumed that decoy-bound TFs are protected from degradation, and in this case decoys function to buffer noise. Relaxing this assumption to consider arbitrary degradation rates for both bound/unbound TF states, we find rich noise behaviors. For low-affinity decoys, noise in the level of unbound TF always monotonically decreases to the Poisson limit with increasing decoy numbers. In contrast, for high-affinity decoys, noise levels first increase with increasing decoy numbers, before decreasing back to the Poisson limit. Interestingly, while protection of bound TFs from degradation slows the time-scale of fluctuations in the unbound TF levels, the decay of bound TFs leads to faster fluctuations and smaller noise propagation to downstream target proteins. In summary, our analysis reveals stochastic dynamics emerging from nonspecific binding of TFs and highlights the dual role of decoys as attenuators or amplifiers of gene expression noise depending on their binding affinity and stability of the bound TF. Nature Publishing Group UK 2020-06-04 /pmc/articles/PMC7272470/ /pubmed/32499583 http://dx.doi.org/10.1038/s41598-020-65750-2 Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Dey, Supravat Soltani, Mohammad Singh, Abhyudai Enhancement of gene expression noise from transcription factor binding to genomic decoy sites |
title | Enhancement of gene expression noise from transcription factor binding to genomic decoy sites |
title_full | Enhancement of gene expression noise from transcription factor binding to genomic decoy sites |
title_fullStr | Enhancement of gene expression noise from transcription factor binding to genomic decoy sites |
title_full_unstemmed | Enhancement of gene expression noise from transcription factor binding to genomic decoy sites |
title_short | Enhancement of gene expression noise from transcription factor binding to genomic decoy sites |
title_sort | enhancement of gene expression noise from transcription factor binding to genomic decoy sites |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7272470/ https://www.ncbi.nlm.nih.gov/pubmed/32499583 http://dx.doi.org/10.1038/s41598-020-65750-2 |
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