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PON-SC – program for identifying steric clashes caused by amino acid substitutions

BACKGROUND: Amino acid substitutions due to DNA nucleotide replacements are frequently disease-causing because of affecting functionally important sites. If the substituting amino acid does not fit into the protein, it causes structural alterations that are often harmful. Clashes of amino acids caus...

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Autores principales: Čalyševa, Jelena, Vihinen, Mauno
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5707825/
https://www.ncbi.nlm.nih.gov/pubmed/29187139
http://dx.doi.org/10.1186/s12859-017-1947-7
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author Čalyševa, Jelena
Vihinen, Mauno
author_facet Čalyševa, Jelena
Vihinen, Mauno
author_sort Čalyševa, Jelena
collection PubMed
description BACKGROUND: Amino acid substitutions due to DNA nucleotide replacements are frequently disease-causing because of affecting functionally important sites. If the substituting amino acid does not fit into the protein, it causes structural alterations that are often harmful. Clashes of amino acids cause local or global structural changes. Testing structural compatibility of variations has been difficult due to the lack of a dedicated method that could handle vast amounts of variation data produced by next generation sequencing technologies. RESULTS: We developed a method, PON-SC, for detecting protein structural clashes due to amino acid substitutions. The method utilizes side chain rotamer library and tests whether any of the common rotamers can be fitted into the protein structure. The tool was tested both with variants that cause and do not cause clashes and found to have accuracy of 0.71 over five test datasets. CONCLUSIONS: We developed a fast method for residue side chain clash detection. The method provides in addition to the prediction also visualization of the variant in three dimensional structure. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12859-017-1947-7) contains supplementary material, which is available to authorized users.
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spelling pubmed-57078252017-12-06 PON-SC – program for identifying steric clashes caused by amino acid substitutions Čalyševa, Jelena Vihinen, Mauno BMC Bioinformatics Methodology Article BACKGROUND: Amino acid substitutions due to DNA nucleotide replacements are frequently disease-causing because of affecting functionally important sites. If the substituting amino acid does not fit into the protein, it causes structural alterations that are often harmful. Clashes of amino acids cause local or global structural changes. Testing structural compatibility of variations has been difficult due to the lack of a dedicated method that could handle vast amounts of variation data produced by next generation sequencing technologies. RESULTS: We developed a method, PON-SC, for detecting protein structural clashes due to amino acid substitutions. The method utilizes side chain rotamer library and tests whether any of the common rotamers can be fitted into the protein structure. The tool was tested both with variants that cause and do not cause clashes and found to have accuracy of 0.71 over five test datasets. CONCLUSIONS: We developed a fast method for residue side chain clash detection. The method provides in addition to the prediction also visualization of the variant in three dimensional structure. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12859-017-1947-7) contains supplementary material, which is available to authorized users. BioMed Central 2017-11-29 /pmc/articles/PMC5707825/ /pubmed/29187139 http://dx.doi.org/10.1186/s12859-017-1947-7 Text en © The Author(s). 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided 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 Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Methodology Article
Čalyševa, Jelena
Vihinen, Mauno
PON-SC – program for identifying steric clashes caused by amino acid substitutions
title PON-SC – program for identifying steric clashes caused by amino acid substitutions
title_full PON-SC – program for identifying steric clashes caused by amino acid substitutions
title_fullStr PON-SC – program for identifying steric clashes caused by amino acid substitutions
title_full_unstemmed PON-SC – program for identifying steric clashes caused by amino acid substitutions
title_short PON-SC – program for identifying steric clashes caused by amino acid substitutions
title_sort pon-sc – program for identifying steric clashes caused by amino acid substitutions
topic Methodology Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5707825/
https://www.ncbi.nlm.nih.gov/pubmed/29187139
http://dx.doi.org/10.1186/s12859-017-1947-7
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