Literature DB >> 34240100

ClustENMD: Efficient sampling of biomolecular conformational space at atomic resolution.

Burak T Kaynak1, She Zhang1, Ivet Bahar1, Pemra Doruker1.   

Abstract

SUMMARY: Efficient sampling of conformational space is essential for elucidating functional/allosteric mechanisms of proteins and generating ensembles of conformers for docking applications. However, unbiased sampling is still a challenge especially for highly flexible and/or large systems. To address this challenge, we describe a new implementation of our computationally efficient algorithm ClustENMD that is integrated with ProDy and OpenMM softwares. This hybrid method performs iterative cycles of conformer generation using elastic network model (ENM) for deformations along global modes, followed by clustering and short molecular dynamics (MD) simulations. ProDy framework enables full automation and analysis of generated conformers and visualization of their distributions in the essential subspace. AVAILABILITY: ClustENMD is open-source and freely available under MIT License from https://github.com/prody/ProDy. SUPPLEMENTARY INFORMATION: Supplementary materials comprising method details, figures, table and tutorial are available at Bioinformatics online.
© The Author(s) 2021. Published by Oxford University Press.

Year:  2021        PMID: 34240100     DOI: 10.1093/bioinformatics/btab496

Source DB:  PubMed          Journal:  Bioinformatics        ISSN: 1367-4803            Impact factor:   6.937


  2 in total

1.  What the protein data bank tells us about the evolutionary conservation of protein conformational diversity.

Authors:  Mallika Iyer; Lukasz Jaroszewski; Mayya Sedova; Adam Godzik
Journal:  Protein Sci       Date:  2022-07       Impact factor: 6.993

2.  Sampling of Protein Conformational Space Using Hybrid Simulations: A Critical Assessment of Recent Methods.

Authors:  Burak T Kaynak; James M Krieger; Balint Dudas; Zakaria L Dahmani; Mauricio G S Costa; Erika Balog; Ana Ligia Scott; Pemra Doruker; David Perahia; Ivet Bahar
Journal:  Front Mol Biosci       Date:  2022-02-04
  2 in total

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