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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2017
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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. |
format | Online Article Text |
id | pubmed-5707825 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
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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