MethodsGenomicsPeer-reviewed journal article
Spring Model - chromatin modeling tool based on OpenMM
Abstract
Chromatin structures modelling is a rapidly developing field. Parallel to the enormous growth of available experimental data, there is a growing need of building and visualizing 3D structures of nuclei, chromosomes, chromatin domains, and single loops associated with particular genes locus. Here we present a tool for chromatin domain modeling. It is available as a webserver and standalone python script. Our tool is based on molecular mechanics. It uses OpenMM engine for building models. In this method, the user has to provide contacts and will obtain 3D structure that satisfies these contacts. Additional extra parameters allow controlling fibre stiffness, type of initial structure, resolution. There are also options for structure refinement, and modelling in a spherical container. A user may provide contacts using beads indices, or paste interactions in genome coordinates from BEDPE file. After modelling user is able to download the structure in Protein Data Bank (PDB) file format for further analysis.\n\nWe dedicate this tool for all who are interested in chromatin structures. It is suitable for quick visualization of datasets, studying the impact of structural variants (SVs), inspecting the effects of adding and removing particular contacts, measuring features like maximum distances between certain sites (e.g. promotor-enhancer) or local density of chromatin.
- assay: Hi-C
- research focus: software / tool
- research focus: dimensionality reduction
- research focus: trajectory inference
- research focus: gene regulatory network inference
- approach: machine learning (classical)
- approach: experimental assay
- Citations
- 16
- FWCI
- 0.41
- Field percentile
- top 43%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Multiscale Molecular Modelling of Chromatin with MultiMM: From Nucleosomes to the Whole Genome
Sevastianos Korsak, Krzysztof H. Banecki, Dariusz Plewczyński·Computational and Structural Biotechnology JournalPeer-reviewed·Oct 2, 2024
- A Transferable Model For Chromosome Architecture
Michele Di Pierro, Bin Zhang, … José N. Onuchic·Proceedings of the National Academy of SciencesPeer-reviewed·Sep 29, 2016
- cudaMMC - GPU-enhanced Multiscale Monte Carlo Chromatin 3D Modelling
Michał Wlasnowolski, Pawel Grabowski, … Dariusz Plewczyński·BioinformaticsPeer-reviewed·Sep 28, 2023
- Predicting three-dimensional genome organization with chromatin states
- Black chromatin is indispensable for accurate simulations of Drosophila melanogaster chromatin structure.
Irina Tuszyńska, Paweł Bednarz, Bartek Wilczyński·bioRxiv·Dec 12, 2021
- G-Dash: A Genome Dashboard Integrating Modeling and Informatics
Zilong Li, Ran Sun, Thomas Connor Bishop·bioRxiv·Dec 19, 2018