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How epigenome drives chromatin folding and dynamics, insights from efficient coarse-grained models of chromosomes

The 3D organization of chromosomes is crucial for regulating gene expression and cell function. Many experimental and polymer modeling efforts are dedicated to deciphering the mechanistic principles behind chromosome folding. Chromosomes are long and densely packed—topologically constrained—polymers...

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Autores principales: Ghosh, Surya K., Jost, Daniel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6003694/
https://www.ncbi.nlm.nih.gov/pubmed/29813054
http://dx.doi.org/10.1371/journal.pcbi.1006159
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author Ghosh, Surya K.
Jost, Daniel
author_facet Ghosh, Surya K.
Jost, Daniel
author_sort Ghosh, Surya K.
collection PubMed
description The 3D organization of chromosomes is crucial for regulating gene expression and cell function. Many experimental and polymer modeling efforts are dedicated to deciphering the mechanistic principles behind chromosome folding. Chromosomes are long and densely packed—topologically constrained—polymers. The main challenges are therefore to develop adequate models and simulation methods to investigate properly the multi spatio-temporal scales of such macromolecules. Here, we proposed a generic strategy to develop efficient coarse-grained models for self-avoiding polymers on a lattice. Accounting accurately for the polymer entanglement length and the volumic density, we show that our simulation scheme not only captures the steady-state structural and dynamical properties of the system but also tracks the same dynamics at different coarse-graining. This strategy allows a strong power-law gain in numerical efficiency and offers a systematic way to define reliable coarse-grained null models for chromosomes and to go beyond the current limitations by studying long chromosomes during an extended time period with good statistics. We use our formalism to investigate in details the time evolution of the 3D organization of chromosome 3R (20 Mbp) in drosophila during one cell cycle (20 hours). We show that a combination of our coarse-graining strategy with a one-parameter block copolymer model integrating epigenomic-driven interactions quantitatively reproduce experimental data at the chromosome-scale and predict that chromatin motion is very dynamic during the cell cycle.
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spelling pubmed-60036942018-06-25 How epigenome drives chromatin folding and dynamics, insights from efficient coarse-grained models of chromosomes Ghosh, Surya K. Jost, Daniel PLoS Comput Biol Research Article The 3D organization of chromosomes is crucial for regulating gene expression and cell function. Many experimental and polymer modeling efforts are dedicated to deciphering the mechanistic principles behind chromosome folding. Chromosomes are long and densely packed—topologically constrained—polymers. The main challenges are therefore to develop adequate models and simulation methods to investigate properly the multi spatio-temporal scales of such macromolecules. Here, we proposed a generic strategy to develop efficient coarse-grained models for self-avoiding polymers on a lattice. Accounting accurately for the polymer entanglement length and the volumic density, we show that our simulation scheme not only captures the steady-state structural and dynamical properties of the system but also tracks the same dynamics at different coarse-graining. This strategy allows a strong power-law gain in numerical efficiency and offers a systematic way to define reliable coarse-grained null models for chromosomes and to go beyond the current limitations by studying long chromosomes during an extended time period with good statistics. We use our formalism to investigate in details the time evolution of the 3D organization of chromosome 3R (20 Mbp) in drosophila during one cell cycle (20 hours). We show that a combination of our coarse-graining strategy with a one-parameter block copolymer model integrating epigenomic-driven interactions quantitatively reproduce experimental data at the chromosome-scale and predict that chromatin motion is very dynamic during the cell cycle. Public Library of Science 2018-05-29 /pmc/articles/PMC6003694/ /pubmed/29813054 http://dx.doi.org/10.1371/journal.pcbi.1006159 Text en © 2018 Ghosh, Jost 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
Ghosh, Surya K.
Jost, Daniel
How epigenome drives chromatin folding and dynamics, insights from efficient coarse-grained models of chromosomes
title How epigenome drives chromatin folding and dynamics, insights from efficient coarse-grained models of chromosomes
title_full How epigenome drives chromatin folding and dynamics, insights from efficient coarse-grained models of chromosomes
title_fullStr How epigenome drives chromatin folding and dynamics, insights from efficient coarse-grained models of chromosomes
title_full_unstemmed How epigenome drives chromatin folding and dynamics, insights from efficient coarse-grained models of chromosomes
title_short How epigenome drives chromatin folding and dynamics, insights from efficient coarse-grained models of chromosomes
title_sort how epigenome drives chromatin folding and dynamics, insights from efficient coarse-grained models of chromosomes
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6003694/
https://www.ncbi.nlm.nih.gov/pubmed/29813054
http://dx.doi.org/10.1371/journal.pcbi.1006159
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