On identifying collective displacements in apo-proteins that reveal eventual binding pathways.

Binding of small molecules to proteins often involves large conformational changes in the latter, which open up pathways to the binding site. Observing and pinpointing these rare events in large scale, all-atom, computations of specific protein-ligand complexes, is expensive and to a great extent se...

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Main Authors: Dheeraj Dube, Navjeet Ahalawat, Himanshu Khandelia, Jagannath Mondal, Surajit Sengupta
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2019-01-01
Series:PLoS Computational Biology
Online Access:https://doi.org/10.1371/journal.pcbi.1006665
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spelling doaj-cd50290c07e3415491d4568985910dc22021-04-21T15:12:05ZengPublic Library of Science (PLoS)PLoS Computational Biology1553-734X1553-73582019-01-01151e100666510.1371/journal.pcbi.1006665On identifying collective displacements in apo-proteins that reveal eventual binding pathways.Dheeraj DubeNavjeet AhalawatHimanshu KhandeliaJagannath MondalSurajit SenguptaBinding of small molecules to proteins often involves large conformational changes in the latter, which open up pathways to the binding site. Observing and pinpointing these rare events in large scale, all-atom, computations of specific protein-ligand complexes, is expensive and to a great extent serendipitous. Further, relevant collective variables which characterise specific binding or un-binding scenarios are still difficult to identify despite the large body of work on the subject. Here, we show that possible primary and secondary binding pathways can be discovered from short simulations of the apo-protein without waiting for an actual binding event to occur. We use a projection formalism, introduced earlier to study deformation in solids, to analyse local atomic displacements into two mutually orthogonal subspaces-those which are "affine" i.e. expressible as a homogeneous deformation of the native structure, and those which are not. The susceptibility to non-affine displacements among the various residues in the apo- protein is then shown to correlate with typical binding pathways and sites crucial for allosteric modifications. We validate our observation with all-atom computations of three proteins, T4-Lysozyme, Src kinase and Cytochrome P450.https://doi.org/10.1371/journal.pcbi.1006665
collection DOAJ
language English
format Article
sources DOAJ
author Dheeraj Dube
Navjeet Ahalawat
Himanshu Khandelia
Jagannath Mondal
Surajit Sengupta
spellingShingle Dheeraj Dube
Navjeet Ahalawat
Himanshu Khandelia
Jagannath Mondal
Surajit Sengupta
On identifying collective displacements in apo-proteins that reveal eventual binding pathways.
PLoS Computational Biology
author_facet Dheeraj Dube
Navjeet Ahalawat
Himanshu Khandelia
Jagannath Mondal
Surajit Sengupta
author_sort Dheeraj Dube
title On identifying collective displacements in apo-proteins that reveal eventual binding pathways.
title_short On identifying collective displacements in apo-proteins that reveal eventual binding pathways.
title_full On identifying collective displacements in apo-proteins that reveal eventual binding pathways.
title_fullStr On identifying collective displacements in apo-proteins that reveal eventual binding pathways.
title_full_unstemmed On identifying collective displacements in apo-proteins that reveal eventual binding pathways.
title_sort on identifying collective displacements in apo-proteins that reveal eventual binding pathways.
publisher Public Library of Science (PLoS)
series PLoS Computational Biology
issn 1553-734X
1553-7358
publishDate 2019-01-01
description Binding of small molecules to proteins often involves large conformational changes in the latter, which open up pathways to the binding site. Observing and pinpointing these rare events in large scale, all-atom, computations of specific protein-ligand complexes, is expensive and to a great extent serendipitous. Further, relevant collective variables which characterise specific binding or un-binding scenarios are still difficult to identify despite the large body of work on the subject. Here, we show that possible primary and secondary binding pathways can be discovered from short simulations of the apo-protein without waiting for an actual binding event to occur. We use a projection formalism, introduced earlier to study deformation in solids, to analyse local atomic displacements into two mutually orthogonal subspaces-those which are "affine" i.e. expressible as a homogeneous deformation of the native structure, and those which are not. The susceptibility to non-affine displacements among the various residues in the apo- protein is then shown to correlate with typical binding pathways and sites crucial for allosteric modifications. We validate our observation with all-atom computations of three proteins, T4-Lysozyme, Src kinase and Cytochrome P450.
url https://doi.org/10.1371/journal.pcbi.1006665
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