Nature CommunicationsBiophysicsPeer-reviewed journal article
Near-atomistic simulations reveal the molecular principles that control chromatin structure and phase separation
Kieran O. RusselliD, Yifang CheniD, Jorge R. EspinosaiD, David Farré-GiliD, Huabin ZhouiD, Maria Julia MaristanyiD, Jose Ignacio Perez LopeziD, Jan HuertasiD, Modesto OrozcoiD, Michael K. RoseniD, Rosana Collepardo‐GuevaraiD
Abstract
Understanding how chromatins physicochemical properties shape its emergent organisation is central to deciphering genome function. To address this, we present OpenCGChromatin, a high-performance coarse-grained model that achieves near-atomistic simulations of chromatin systems an order of magnitude larger than previously possible, spanning biomolecular condensates and fibers tens of kilobases in length. OpenCGChromatin simulations independently predict, from physicochemical principles, the linker-DNA-dependent chromatin structures observed by cryo-ET and the relative thermodynamic stability of condensates inferred from biochemical assays. Crucially, OpenCGChromatin resolves histone-tail dynamics and interaction networks that remain inaccessible experimentally, explaining how linker-DNA length controls histone tail accessibility and the resulting multiscale structure of chromatin condensates. Extending simulations to 108-nucleosome fibers shows that acetylation disrupts chromatin compaction in a pattern-specific manner by weakening key tail-mediated interactions, with H4K16 and H3K9 emerging as the most energetically disruptive modifications. These results position OpenCGChromatin as a powerful framework for linking molecular detail to emergent chromatin organization.
- assay: ChIP-seq
- assay: cryo-EM
- research focus: chromatin & epigenetic regulation
- research focus: protein folding & dynamics
- research focus: benchmarking
- approach: deep learning
- approach: statistical model
- Citations
- 3
- FWCI
- 4.16
- Field percentile
- top 5%
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