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Protein Copy Number Distributions for a Self-Regulating Gene in the Presence of Decoy Binding Sites
A single transcription factor may interact with a multitude of targets on the genome, some of which are at gene promoters, others being part of DNA repeat elements. Being sequestered at binding sites, protein molecules can be prevented from partaking in other pathways, specifically, from regulating...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4374843/ https://www.ncbi.nlm.nih.gov/pubmed/25811868 http://dx.doi.org/10.1371/journal.pone.0120555 |
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author | Bokes, Pavol Singh, Abhyudai |
author_facet | Bokes, Pavol Singh, Abhyudai |
author_sort | Bokes, Pavol |
collection | PubMed |
description | A single transcription factor may interact with a multitude of targets on the genome, some of which are at gene promoters, others being part of DNA repeat elements. Being sequestered at binding sites, protein molecules can be prevented from partaking in other pathways, specifically, from regulating the expression of the very gene that encodes them. Acting as decoys at the expense of the autoregulatory loop, the binding sites can have a profound impact on protein abundance—on its mean as well as on its cell-to-cell variability. In order to quantify this impact, we study in this paper a mathematical model for pulsatile expression of a transcription factor that autoregulates its expression and interacts with decoys. We determine the exact stationary distribution for protein abundance at the single-cell level, showing that in the case of non-cooperative positive autoregulation, the distribution can be bimodal, possessing a basal expression mode and a distinct, up-regulated, mode. Bimodal protein distributions are more feasible if the rate of degradation is the same irrespective of whether protein is bound or not. Contrastingly, the presence of decoy binding sites which protect the protein from degradation reduces the availability of the bimodal scenario. |
format | Online Article Text |
id | pubmed-4374843 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-43748432015-04-04 Protein Copy Number Distributions for a Self-Regulating Gene in the Presence of Decoy Binding Sites Bokes, Pavol Singh, Abhyudai PLoS One Research Article A single transcription factor may interact with a multitude of targets on the genome, some of which are at gene promoters, others being part of DNA repeat elements. Being sequestered at binding sites, protein molecules can be prevented from partaking in other pathways, specifically, from regulating the expression of the very gene that encodes them. Acting as decoys at the expense of the autoregulatory loop, the binding sites can have a profound impact on protein abundance—on its mean as well as on its cell-to-cell variability. In order to quantify this impact, we study in this paper a mathematical model for pulsatile expression of a transcription factor that autoregulates its expression and interacts with decoys. We determine the exact stationary distribution for protein abundance at the single-cell level, showing that in the case of non-cooperative positive autoregulation, the distribution can be bimodal, possessing a basal expression mode and a distinct, up-regulated, mode. Bimodal protein distributions are more feasible if the rate of degradation is the same irrespective of whether protein is bound or not. Contrastingly, the presence of decoy binding sites which protect the protein from degradation reduces the availability of the bimodal scenario. Public Library of Science 2015-03-26 /pmc/articles/PMC4374843/ /pubmed/25811868 http://dx.doi.org/10.1371/journal.pone.0120555 Text en © 2015 Bokes, Singh http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Bokes, Pavol Singh, Abhyudai Protein Copy Number Distributions for a Self-Regulating Gene in the Presence of Decoy Binding Sites |
title | Protein Copy Number Distributions for a Self-Regulating Gene in the Presence of Decoy Binding Sites |
title_full | Protein Copy Number Distributions for a Self-Regulating Gene in the Presence of Decoy Binding Sites |
title_fullStr | Protein Copy Number Distributions for a Self-Regulating Gene in the Presence of Decoy Binding Sites |
title_full_unstemmed | Protein Copy Number Distributions for a Self-Regulating Gene in the Presence of Decoy Binding Sites |
title_short | Protein Copy Number Distributions for a Self-Regulating Gene in the Presence of Decoy Binding Sites |
title_sort | protein copy number distributions for a self-regulating gene in the presence of decoy binding sites |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4374843/ https://www.ncbi.nlm.nih.gov/pubmed/25811868 http://dx.doi.org/10.1371/journal.pone.0120555 |
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