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An associative memory Hamiltonian model for DNA and nucleosomes

A model for DNA and nucleosomes is introduced with the goal of studying chromosomes from a single base level all the way to higher-order chromatin structures. This model, dubbed the Widely Editable Chromatin Model (WEChroM), reproduces the complex mechanics of the double helix including its bending...

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Detalles Bibliográficos
Autores principales: Lu, Weiqi, Onuchic, José N., Di Pierro, Michele
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10079229/
https://www.ncbi.nlm.nih.gov/pubmed/36972316
http://dx.doi.org/10.1371/journal.pcbi.1011013
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author Lu, Weiqi
Onuchic, José N.
Di Pierro, Michele
author_facet Lu, Weiqi
Onuchic, José N.
Di Pierro, Michele
author_sort Lu, Weiqi
collection PubMed
description A model for DNA and nucleosomes is introduced with the goal of studying chromosomes from a single base level all the way to higher-order chromatin structures. This model, dubbed the Widely Editable Chromatin Model (WEChroM), reproduces the complex mechanics of the double helix including its bending persistence length and twisting persistence length, and the temperature dependence of the former. The WEChroM Hamiltonian is composed of chain connectivity, steric interactions, and associative memory terms representing all remaining interactions leading to the structure, dynamics, and mechanical characteristics of the B-DNA. Several applications of this model are discussed to demonstrate its applicability. WEChroM is used to investigate the behavior of circular DNA in the presence of positive and negative supercoiling. We show that it recapitulates the formation of plectonemes and of structural defects that relax mechanical stress. The model spontaneously manifests an asymmetric behavior with respect to positive or negative supercoiling, similar to what was previously observed in experiments. Additionally, we show that the associative memory Hamiltonian is also capable of reproducing the free energy of partial DNA unwrapping from nucleosomes. WEChroM is designed to emulate the continuously variable mechanical properties of the 10nm fiber and, by virtue of its simplicity, is ready to be scaled up to molecular systems large enough to investigate the structural ensembles of genes. WEChroM is implemented in the OpenMM simulation toolkits and is freely available for public use.
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spelling pubmed-100792292023-04-07 An associative memory Hamiltonian model for DNA and nucleosomes Lu, Weiqi Onuchic, José N. Di Pierro, Michele PLoS Comput Biol Research Article A model for DNA and nucleosomes is introduced with the goal of studying chromosomes from a single base level all the way to higher-order chromatin structures. This model, dubbed the Widely Editable Chromatin Model (WEChroM), reproduces the complex mechanics of the double helix including its bending persistence length and twisting persistence length, and the temperature dependence of the former. The WEChroM Hamiltonian is composed of chain connectivity, steric interactions, and associative memory terms representing all remaining interactions leading to the structure, dynamics, and mechanical characteristics of the B-DNA. Several applications of this model are discussed to demonstrate its applicability. WEChroM is used to investigate the behavior of circular DNA in the presence of positive and negative supercoiling. We show that it recapitulates the formation of plectonemes and of structural defects that relax mechanical stress. The model spontaneously manifests an asymmetric behavior with respect to positive or negative supercoiling, similar to what was previously observed in experiments. Additionally, we show that the associative memory Hamiltonian is also capable of reproducing the free energy of partial DNA unwrapping from nucleosomes. WEChroM is designed to emulate the continuously variable mechanical properties of the 10nm fiber and, by virtue of its simplicity, is ready to be scaled up to molecular systems large enough to investigate the structural ensembles of genes. WEChroM is implemented in the OpenMM simulation toolkits and is freely available for public use. Public Library of Science 2023-03-27 /pmc/articles/PMC10079229/ /pubmed/36972316 http://dx.doi.org/10.1371/journal.pcbi.1011013 Text en © 2023 Lu et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://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
Lu, Weiqi
Onuchic, José N.
Di Pierro, Michele
An associative memory Hamiltonian model for DNA and nucleosomes
title An associative memory Hamiltonian model for DNA and nucleosomes
title_full An associative memory Hamiltonian model for DNA and nucleosomes
title_fullStr An associative memory Hamiltonian model for DNA and nucleosomes
title_full_unstemmed An associative memory Hamiltonian model for DNA and nucleosomes
title_short An associative memory Hamiltonian model for DNA and nucleosomes
title_sort associative memory hamiltonian model for dna and nucleosomes
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10079229/
https://www.ncbi.nlm.nih.gov/pubmed/36972316
http://dx.doi.org/10.1371/journal.pcbi.1011013
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