<i>In silico</i> nanoscope to study the interplay of genome organization and transcription regulation

In eukaryotic genomes, regulated access and communication between cis-regulatory elements (CREs) are necessary for enhancer-mediated transcription of genes. The molecular framework of the chromatin organization underlying such communication remains poorly understood. To better understand it, we develop a multiscale modeling pipeline to build near-atomistic models of the 200 kb Nanog gene locus in mouse embryonic stem cells comprising nucleosomes, transcription factors, co-activators, and RNA polymerase II-mediator complexes. By integrating diverse experimental data, including protein localization, genomic interaction frequencies, cryo-electron microscopy, and single-molecule fluorescence studies, our model offers novel insights into chromatin organization and its role in enhancer-promoter communication. The models equilibrated by high-performance molecular dynamics simulations span a scale of ∼350 nm, revealing an experimentally consistent local and global organization of chromatin and transcriptional machinery. Our models elucidate that the sequence-regulated chromatin accessibility facilitates the recruitment of transcription regulatory proteins exclusively at CREs, guided by the contrasting nucleosome organization compared to other regions. By constructing an experimentally consistent near-atomic model of chromatin in the cellular environment, our approach provides a robust framework for future studies on nuclear compartmentalization, chromatin organization, and transcription regulation.

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Institutions

Publication Details

Journal
Nucleic Acids Research
Published
2025-03-20
DOI
https://doi.org/10.1093/nar/gkaf189
Citations
5
Primary Topic
Genomics and Chromatin Dynamics
Type
article
Field-Weighted Citation Impact
4.03

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article

In silico nanoscope to study the interplay of genome organization and transcription regulation

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5 citations
Nucleic Acids Research
Genomics and Chromatin Dynamics
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article

In silico nanoscope to study the interplay of genome organization and transcription regulation

Chenyang Gu, Cheng Tan, Giovanni B. Brandani, Hiroshi Ochiai, Jaewoon Jung, Shoji Takada, Soundhararajan Gopi, Yuji Sugita, Azuki Mizutani
article en
5 citations

Abstract

In eukaryotic genomes, regulated access and communication between cis-regulatory elements (CREs) are necessary for enhancer-mediated transcription of genes. The molecular framework of the chromatin organization underlying such communication remains poorly understood. To better understand it, we develop a multiscale modeling pipeline to build near-atomistic models of the 200 kb Nanog gene locus in mouse embryonic stem cells comprising nucleosomes, transcription factors, co-activators, and RNA polymerase II-mediator complexes. By integrating diverse experimental data, including protein localization, genomic interaction frequencies, cryo-electron microscopy, and single-molecule fluorescence studies, our model offers novel insights into chromatin organization and its role in enhancer-promoter communication. The models equilibrated by high-performance molecular dynamics simulations span a scale of ∼350 nm, revealing an experimentally consistent local and global organization of chromatin and transcriptional machinery. Our models elucidate that the sequence-regulated chromatin accessibility facilitates the recruitment of transcription regulatory proteins exclusively at CREs, guided by the contrasting nucleosome organization compared to other regions. By constructing an experimentally consistent near-atomic model of chromatin in the cellular environment, our approach provides a robust framework for future studies on nuclear compartmentalization, chromatin organization, and transcription regulation.

Nucleic Acids ResearchVol. 53(6)
Kyushu University (JP), Pioneer (United States) (US), Kyoto University (JP), RIKEN Center for Biosystems Dynamics Research (JP), RIKEN Center for Computational Science (JP)
Ministry of Education, Culture, Sports, Science and Technology, Japan Society for the Promotion of Science
Partnerships for the goals
Openalex Percentile: Top 7%
Genomics and Chromatin Dynamics
4.03
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