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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2021
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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. |
format | Online Article Text |
id | pubmed-8443038 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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