Multiscale molecular modeling of chromatin with MultiMM: From nucleosomes to the whole genome
<b>Motivation:</b> We present a user-friendly 3D chromatin simulation model for the human genome based on OpenMM, addressing the challenges posed by existing models with use-specific implementations. Our approach employs a multi-scale energy minimization strategy, capturing chromatin's hierarchical structure. Initiating with a Hilbert curve-based structure, users can input files specifying nucleosome positioning, loops, compartments, or subcompartments. <b>Results:</b> The model utilizes an energy minimization approach with a large choice of numerical integrators, providing the entire genome's structure within minutes. Output files include the generated structures for each chromosome, offering a versatile and accessible tool for chromatin simulation in bioinformatics studies. Furthermore, MultiMM is capable of producing nucleosome-resolution structures by making simplistic geometric assumptions about the structure and the density of nucleosomes on the DNA. <b>Code availability:</b> Open-source software and the manual are freely available on https://github.com/SFGLab/MultiMM or via pip https://pypi.org/project/MultiMM/.
Authors
- Sevastianos Korsak (ORCID: https://orcid.org/0000-0002-7357-3315)
- Dariusz Plewczyński (ORCID: https://orcid.org/0000-0002-3840-7610)
- Krzysztof Banecki (ORCID: https://orcid.org/0000-0001-9573-0804)
Institutions
- Warsaw University of Technology (PL)
- University of Warsaw (PL)
Publication Details
- Journal
- Computational and Structural Biotechnology Journal
- Published
- 2024-10-02
- DOI
- https://doi.org/10.1016/j.csbj.2024.09.025
- Citations
- 3
- Primary Topic
- Genomics and Chromatin Dynamics
- Type
- article
- Field-Weighted Citation Impact
- 0.70
Funders
- Narodowe Centrum Nauki
- Politechnika Warszawska
- Ministerstwo Edukacji i Nauki
- National Institutes of Health