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Global computational mutagenesis of domain structures associated with inherited eye disease

Multidomain proteins account for 70% of the eukaryotic proteome. In genetic disease, multidomain proteins are often affected by numerous mutations, but the effects of these mutations on protein stability and their roles in genetic disease are not well understood. Here, we analyzed protein globular d...

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Autores principales: Ortiz, Francisca Wood, Sergeev, Yuri V.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6403380/
https://www.ncbi.nlm.nih.gov/pubmed/30842450
http://dx.doi.org/10.1038/s41598-019-39905-9
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author Ortiz, Francisca Wood
Sergeev, Yuri V.
author_facet Ortiz, Francisca Wood
Sergeev, Yuri V.
author_sort Ortiz, Francisca Wood
collection PubMed
description Multidomain proteins account for 70% of the eukaryotic proteome. In genetic disease, multidomain proteins are often affected by numerous mutations, but the effects of these mutations on protein stability and their roles in genetic disease are not well understood. Here, we analyzed protein globular domains to understand how genetic mutations affect the stability of multidomain proteins in inherited disease. In total, 291 domain atomic structures from nine multidomain proteins were modeled by homology, equilibrated using molecular dynamics in water, and subjected to global computational mutagenesis. The domains were separated into 7 groups based on protein fold homology. Mutation propensities within each group of domains were then averaged to select residues critical for domain fold stability. The consensus derived from the sequence alignment shows that the critical residues determined by global mutagenesis are conserved within each group. From this analysis, we concluded that 80% of known disease-related genetic variants are associated with critical residues and are expected to have significant destabilizing effects on domain structure. Our work provides an in silico quantification of protein stability and could help to analyze the complex relationship among missense mutations, multidomain protein stability, and disease phenotypes in inherited eye disease.
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spelling pubmed-64033802019-03-11 Global computational mutagenesis of domain structures associated with inherited eye disease Ortiz, Francisca Wood Sergeev, Yuri V. Sci Rep Article Multidomain proteins account for 70% of the eukaryotic proteome. In genetic disease, multidomain proteins are often affected by numerous mutations, but the effects of these mutations on protein stability and their roles in genetic disease are not well understood. Here, we analyzed protein globular domains to understand how genetic mutations affect the stability of multidomain proteins in inherited disease. In total, 291 domain atomic structures from nine multidomain proteins were modeled by homology, equilibrated using molecular dynamics in water, and subjected to global computational mutagenesis. The domains were separated into 7 groups based on protein fold homology. Mutation propensities within each group of domains were then averaged to select residues critical for domain fold stability. The consensus derived from the sequence alignment shows that the critical residues determined by global mutagenesis are conserved within each group. From this analysis, we concluded that 80% of known disease-related genetic variants are associated with critical residues and are expected to have significant destabilizing effects on domain structure. Our work provides an in silico quantification of protein stability and could help to analyze the complex relationship among missense mutations, multidomain protein stability, and disease phenotypes in inherited eye disease. Nature Publishing Group UK 2019-03-06 /pmc/articles/PMC6403380/ /pubmed/30842450 http://dx.doi.org/10.1038/s41598-019-39905-9 Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Ortiz, Francisca Wood
Sergeev, Yuri V.
Global computational mutagenesis of domain structures associated with inherited eye disease
title Global computational mutagenesis of domain structures associated with inherited eye disease
title_full Global computational mutagenesis of domain structures associated with inherited eye disease
title_fullStr Global computational mutagenesis of domain structures associated with inherited eye disease
title_full_unstemmed Global computational mutagenesis of domain structures associated with inherited eye disease
title_short Global computational mutagenesis of domain structures associated with inherited eye disease
title_sort global computational mutagenesis of domain structures associated with inherited eye disease
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6403380/
https://www.ncbi.nlm.nih.gov/pubmed/30842450
http://dx.doi.org/10.1038/s41598-019-39905-9
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