<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.
Authors
- Chenyang Gu (ORCID: https://orcid.org/0000-0002-5770-0265)
- Cheng Tan (ORCID: https://orcid.org/0000-0002-8957-4267)
- Giovanni B. Brandani (ORCID: https://orcid.org/0000-0003-3379-0187)
- Hiroshi Ochiai (ORCID: https://orcid.org/0000-0002-2200-1325)
- Jaewoon Jung (ORCID: https://orcid.org/0000-0002-2285-4432)
- Shoji Takada (ORCID: https://orcid.org/0000-0001-5385-7217)
- Soundhararajan Gopi (ORCID: https://orcid.org/0000-0002-7511-2571)
- Yuji Sugita (ORCID: https://orcid.org/0000-0001-9738-9216)
- Azuki Mizutani
Institutions
- Kyushu University (JP)
- Pioneer (United States) (US)
- Kyoto University (JP)
- RIKEN Center for Biosystems Dynamics Research (JP)
- RIKEN Center for Computational Science (JP)
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
Funders
- Ministry of Education, Culture, Sports, Science and Technology
- Japan Society for the Promotion of Science