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A Looping-Based Model for Quenching Repression

We model the regulatory role of proteins bound to looped DNA using a simulation in which dsDNA is represented as a self-avoiding chain, and proteins as spherical protrusions. We simulate long self-avoiding chains using a sequential importance sampling Monte-Carlo algorithm, and compute the probabili...

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Detalles Bibliográficos
Autores principales: Pollak, Yaroslav, Goldberg, Sarah, Amit, Roee
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5279812/
https://www.ncbi.nlm.nih.gov/pubmed/28085884
http://dx.doi.org/10.1371/journal.pcbi.1005337
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author Pollak, Yaroslav
Goldberg, Sarah
Amit, Roee
author_facet Pollak, Yaroslav
Goldberg, Sarah
Amit, Roee
author_sort Pollak, Yaroslav
collection PubMed
description We model the regulatory role of proteins bound to looped DNA using a simulation in which dsDNA is represented as a self-avoiding chain, and proteins as spherical protrusions. We simulate long self-avoiding chains using a sequential importance sampling Monte-Carlo algorithm, and compute the probabilities for chain looping with and without a protrusion. We find that a protrusion near one of the chain’s termini reduces the probability of looping, even for chains much longer than the protrusion–chain-terminus distance. This effect increases with protrusion size, and decreases with protrusion-terminus distance. The reduced probability of looping can be explained via an eclipse-like model, which provides a novel inhibitory mechanism. We test the eclipse model on two possible transcription-factor occupancy states of the D. melanogaster eve 3/7 enhancer, and show that it provides a possible explanation for the experimentally-observed eve stripe 3 and 7 expression patterns.
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spelling pubmed-52798122017-03-03 A Looping-Based Model for Quenching Repression Pollak, Yaroslav Goldberg, Sarah Amit, Roee PLoS Comput Biol Research Article We model the regulatory role of proteins bound to looped DNA using a simulation in which dsDNA is represented as a self-avoiding chain, and proteins as spherical protrusions. We simulate long self-avoiding chains using a sequential importance sampling Monte-Carlo algorithm, and compute the probabilities for chain looping with and without a protrusion. We find that a protrusion near one of the chain’s termini reduces the probability of looping, even for chains much longer than the protrusion–chain-terminus distance. This effect increases with protrusion size, and decreases with protrusion-terminus distance. The reduced probability of looping can be explained via an eclipse-like model, which provides a novel inhibitory mechanism. We test the eclipse model on two possible transcription-factor occupancy states of the D. melanogaster eve 3/7 enhancer, and show that it provides a possible explanation for the experimentally-observed eve stripe 3 and 7 expression patterns. Public Library of Science 2017-01-13 /pmc/articles/PMC5279812/ /pubmed/28085884 http://dx.doi.org/10.1371/journal.pcbi.1005337 Text en © 2017 Pollak et al 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 use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Pollak, Yaroslav
Goldberg, Sarah
Amit, Roee
A Looping-Based Model for Quenching Repression
title A Looping-Based Model for Quenching Repression
title_full A Looping-Based Model for Quenching Repression
title_fullStr A Looping-Based Model for Quenching Repression
title_full_unstemmed A Looping-Based Model for Quenching Repression
title_short A Looping-Based Model for Quenching Repression
title_sort looping-based model for quenching repression
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5279812/
https://www.ncbi.nlm.nih.gov/pubmed/28085884
http://dx.doi.org/10.1371/journal.pcbi.1005337
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