Quantifying epigenetic stability with minimum action paths.


Journal

Physical review. E
ISSN: 2470-0053
Titre abrégé: Phys Rev E
Pays: United States
ID NLM: 101676019

Informations de publication

Date de publication:
Jun 2020
Historique:
received: 28 02 2020
accepted: 21 05 2020
entrez: 22 7 2020
pubmed: 22 7 2020
medline: 25 5 2021
Statut: ppublish

Résumé

Chromatin can adopt multiple stable, heritable states with distinct histone modifications and varying levels of gene expression. Insight on the stability and maintenance of such epigenetic states can be gained by mathematical modeling of stochastic reaction networks for histone modifications. Analytical results for the kinetic networks are particularly valuable. Compared to computationally demanding numerical simulations, they often are more convenient at evaluating the robustness of conclusions with respect to model parameters. In this communication, we developed a second-quantization-based approach that can be used to analyze discrete stochastic models with a fixed, finite number of particles using a representation of the SU(2) algebra. We applied the approach to a kinetic model of chromatin states that captures the feedback between nucleosomes and the enzymes conferring histone modifications. Using a path-integral expression for the transition probability, we computed the epigenetic landscape that helps to identify the emergence of bistability and the most probable path connecting the two steady states. We anticipate the generalizability of the approach will make it useful for studying more complicated models that couple epigenetic modifications with transcription factors and chromatin structure.

Identifiants

pubmed: 32688511
doi: 10.1103/PhysRevE.101.062409
pmc: PMC7412882
mid: NIHMS1612087
doi:

Substances chimiques

Chromatin 0
Transcription Factors 0

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

062409

Subventions

Organisme : NIGMS NIH HHS
ID : R35 GM133580
Pays : United States

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Auteurs

Amogh Sood (A)

Department of Chemistry, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA.

Bin Zhang (B)

Department of Chemistry, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA.

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Classifications MeSH