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Quality assessment of protein model-structures using evolutionary conservation

Motivation: Programs that evaluate the quality of a protein structural model are important both for validating the structure determination procedure and for guiding the model-building process. Such programs are based on properties of native structures that are generally not expected for faulty model...

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Autores principales: Kalman, Matan, Ben-Tal, Nir
Formato: Texto
Lenguaje:English
Publicado: Oxford University Press 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2865859/
https://www.ncbi.nlm.nih.gov/pubmed/20385730
http://dx.doi.org/10.1093/bioinformatics/btq114
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author Kalman, Matan
Ben-Tal, Nir
author_facet Kalman, Matan
Ben-Tal, Nir
author_sort Kalman, Matan
collection PubMed
description Motivation: Programs that evaluate the quality of a protein structural model are important both for validating the structure determination procedure and for guiding the model-building process. Such programs are based on properties of native structures that are generally not expected for faulty models. One such property, which is rarely used for automatic structure quality assessment, is the tendency for conserved residues to be located at the structural core and for variable residues to be located at the surface. Results: We present ConQuass, a novel quality assessment program based on the consistency between the model structure and the protein's conservation pattern. We show that it can identify problematic structural models, and that the scores it assigns to the server models in CASP8 correlate with the similarity of the models to the native structure. We also show that when the conservation information is reliable, the method's performance is comparable and complementary to that of the other single-structure quality assessment methods that participated in CASP8 and that do not use additional structural information from homologs. Availability: A perl implementation of the method, as well as the various perl and R scripts used for the analysis are available at http://bental.tau.ac.il/ConQuass/. Contact: nirb@tauex.tau.ac.il Supplementary information: Supplementary data are available at Bioinformatics online.
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spelling pubmed-28658592010-05-10 Quality assessment of protein model-structures using evolutionary conservation Kalman, Matan Ben-Tal, Nir Bioinformatics Original Papers Motivation: Programs that evaluate the quality of a protein structural model are important both for validating the structure determination procedure and for guiding the model-building process. Such programs are based on properties of native structures that are generally not expected for faulty models. One such property, which is rarely used for automatic structure quality assessment, is the tendency for conserved residues to be located at the structural core and for variable residues to be located at the surface. Results: We present ConQuass, a novel quality assessment program based on the consistency between the model structure and the protein's conservation pattern. We show that it can identify problematic structural models, and that the scores it assigns to the server models in CASP8 correlate with the similarity of the models to the native structure. We also show that when the conservation information is reliable, the method's performance is comparable and complementary to that of the other single-structure quality assessment methods that participated in CASP8 and that do not use additional structural information from homologs. Availability: A perl implementation of the method, as well as the various perl and R scripts used for the analysis are available at http://bental.tau.ac.il/ConQuass/. Contact: nirb@tauex.tau.ac.il Supplementary information: Supplementary data are available at Bioinformatics online. Oxford University Press 2010-05-15 2010-04-12 /pmc/articles/PMC2865859/ /pubmed/20385730 http://dx.doi.org/10.1093/bioinformatics/btq114 Text en © The Author 2010. Published by Oxford University Press. http://creativecommons.org/licenses/by-nc/2.0/uk/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/2.5), which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Papers
Kalman, Matan
Ben-Tal, Nir
Quality assessment of protein model-structures using evolutionary conservation
title Quality assessment of protein model-structures using evolutionary conservation
title_full Quality assessment of protein model-structures using evolutionary conservation
title_fullStr Quality assessment of protein model-structures using evolutionary conservation
title_full_unstemmed Quality assessment of protein model-structures using evolutionary conservation
title_short Quality assessment of protein model-structures using evolutionary conservation
title_sort quality assessment of protein model-structures using evolutionary conservation
topic Original Papers
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2865859/
https://www.ncbi.nlm.nih.gov/pubmed/20385730
http://dx.doi.org/10.1093/bioinformatics/btq114
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