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Principal component analysis of alpha-helix deformations in transmembrane proteins

α-helices are deformable secondary structural components regularly observed in protein folds. The overall flexibility of an α-helix can be resolved into constituent physical deformations such as bending in two orthogonal planes and twisting along the principal axis. We used Principal Component Analy...

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Detalles Bibliográficos
Autores principales: Bevacqua, Alexander, Bakshi, Sachit, Xia, Yu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8443038/
https://www.ncbi.nlm.nih.gov/pubmed/34525125
http://dx.doi.org/10.1371/journal.pone.0257318
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author Bevacqua, Alexander
Bakshi, Sachit
Xia, Yu
author_facet Bevacqua, Alexander
Bakshi, Sachit
Xia, Yu
author_sort Bevacqua, Alexander
collection PubMed
description α-helices are deformable secondary structural components regularly observed in protein folds. The overall flexibility of an α-helix can be resolved into constituent physical deformations such as bending in two orthogonal planes and twisting along the principal axis. We used Principal Component Analysis to identify and quantify the contribution of each of these dominant deformation modes in transmembrane α-helices, extramembrane α-helices, and α-helices in soluble proteins. Using three α-helical samples from Protein Data Bank entries spanning these three cellular contexts, we determined that the relative contributions of these modes towards total deformation are independent of the α-helix’s surroundings. This conclusion is supported by the observation that the identities of the top three deformation modes, the scaling behaviours of mode eigenvalues as a function of α-helix length, and the percentage contribution of individual modes on total variance were comparable across all three α-helical samples. These findings highlight that α-helical deformations are independent of cellular location and will prove to be valuable in furthering the development of flexible templates in de novo protein design.
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spelling pubmed-84430382021-09-16 Principal component analysis of alpha-helix deformations in transmembrane proteins Bevacqua, Alexander Bakshi, Sachit Xia, Yu PLoS One Research Article α-helices are deformable secondary structural components regularly observed in protein folds. The overall flexibility of an α-helix can be resolved into constituent physical deformations such as bending in two orthogonal planes and twisting along the principal axis. We used Principal Component Analysis to identify and quantify the contribution of each of these dominant deformation modes in transmembrane α-helices, extramembrane α-helices, and α-helices in soluble proteins. Using three α-helical samples from Protein Data Bank entries spanning these three cellular contexts, we determined that the relative contributions of these modes towards total deformation are independent of the α-helix’s surroundings. This conclusion is supported by the observation that the identities of the top three deformation modes, the scaling behaviours of mode eigenvalues as a function of α-helix length, and the percentage contribution of individual modes on total variance were comparable across all three α-helical samples. These findings highlight that α-helical deformations are independent of cellular location and will prove to be valuable in furthering the development of flexible templates in de novo protein design. Public Library of Science 2021-09-15 /pmc/articles/PMC8443038/ /pubmed/34525125 http://dx.doi.org/10.1371/journal.pone.0257318 Text en © 2021 Bevacqua et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Bevacqua, Alexander
Bakshi, Sachit
Xia, Yu
Principal component analysis of alpha-helix deformations in transmembrane proteins
title Principal component analysis of alpha-helix deformations in transmembrane proteins
title_full Principal component analysis of alpha-helix deformations in transmembrane proteins
title_fullStr Principal component analysis of alpha-helix deformations in transmembrane proteins
title_full_unstemmed Principal component analysis of alpha-helix deformations in transmembrane proteins
title_short Principal component analysis of alpha-helix deformations in transmembrane proteins
title_sort principal component analysis of alpha-helix deformations in transmembrane proteins
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8443038/
https://www.ncbi.nlm.nih.gov/pubmed/34525125
http://dx.doi.org/10.1371/journal.pone.0257318
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