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/.

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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

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article

Multiscale molecular modeling of chromatin with MultiMM: From nucleosomes to the whole genome

Sevastianos Korsak, Dariusz Plewczyński, Krzysztof Banecki
3 citations
Computational and Structural Biotechnology Journal
Genomics and Chromatin Dynamics
0.70
article

Multiscale molecular modeling of chromatin with MultiMM: From nucleosomes to the whole genome

Sevastianos Korsak, Dariusz Plewczyński, Krzysztof Banecki
article en
3 citations

Abstract

<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/.

Computational and Structural Biotechnology JournalVol. 23
Warsaw University of Technology (PL), University of Warsaw (PL)
Narodowe Centrum Nauki, Politechnika Warszawska, Ministerstwo Edukacji i Nauki, National Institutes of Health
Zero hunger
Openalex Percentile: Top 29%
Genomics and Chromatin Dynamics
0.70
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