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This content will become publicly available on March 7, 2026

Title: Incorporating multiscale methylation effects into nucleosome-resolution chromatin models for simulating mesoscale fibers
Histone modifications play a crucial role in regulating chromatin architecture and gene expression. Here we develop a multiscale model for incorporating methylation in our nucleosome-resolution physics-based chromatin model to investigate the mechanisms by which H3K9 and H3K27 trimethylation (H3K9me3 and H3K27me3) influence chromatin structure and gene regulation. We apply three types of energy terms for this purpose: short-range potentials are derived from all-atom molecular dynamics simulations of wildtype and methylated chromatosomes, which revealed subtle local changes; medium-range potentials are derived by incorporating contacts between HP1 and nucleosomes modified by H3K9me3, to incorporate experimental results of enhanced contacts for short chromatin fibers (12 nucleosomes); for long-range interactions we identify H3K9me3- and H3K27me3-associated contacts based on Hi-C maps with a machine learning approach. These combined multiscale effects can model methylation as a first approximation in our mesoscale chromatin model, and applications to gene systems offer new insights into the epigenetic regulation of genomes mediated by H3K9me3 and H3K27me3.  more » « less
Award ID(s):
2337391 2151777 2330628 2337393
PAR ID:
10575755
Author(s) / Creator(s):
; ; ;
Publisher / Repository:
AIP publisher
Date Published:
Journal Name:
The Journal of Chemical Physics
Volume:
162
Issue:
9
ISSN:
0021-9606
Format(s):
Medium: X
Sponsoring Org:
National Science Foundation
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