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The AnnoLite and AnnoLyze programs for comparative annotation of protein structures

BACKGROUND: Advances in structural biology, including structural genomics, have resulted in a rapid increase in the number of experimentally determined protein structures. However, about half of the structures deposited by the structural genomics consortia have little or no information about their b...

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Autores principales: Marti-Renom, Marc A, Rossi, Andrea, Al-Shahrour, Fátima, Davis, Fred P, Pieper, Ursula, Dopazo, Joaquín, Sali, Andrej
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2007
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1892083/
https://www.ncbi.nlm.nih.gov/pubmed/17570147
http://dx.doi.org/10.1186/1471-2105-8-S4-S4
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author Marti-Renom, Marc A
Rossi, Andrea
Al-Shahrour, Fátima
Davis, Fred P
Pieper, Ursula
Dopazo, Joaquín
Sali, Andrej
author_facet Marti-Renom, Marc A
Rossi, Andrea
Al-Shahrour, Fátima
Davis, Fred P
Pieper, Ursula
Dopazo, Joaquín
Sali, Andrej
author_sort Marti-Renom, Marc A
collection PubMed
description BACKGROUND: Advances in structural biology, including structural genomics, have resulted in a rapid increase in the number of experimentally determined protein structures. However, about half of the structures deposited by the structural genomics consortia have little or no information about their biological function. Therefore, there is a need for tools for automatically and comprehensively annotating the function of protein structures. We aim to provide such tools by applying comparative protein structure annotation that relies on detectable relationships between protein structures to transfer functional annotations. Here we introduce two programs, AnnoLite and AnnoLyze, which use the structural alignments deposited in the DBAli database. DESCRIPTION: AnnoLite predicts the SCOP, CATH, EC, InterPro, PfamA, and GO terms with an average sensitivity of ~90% and average precision of ~80%. AnnoLyze predicts ligand binding site and domain interaction patches with an average sensitivity of ~70% and average precision of ~30%, correctly localizing binding sites for small molecules in ~95% of its predictions. CONCLUSION: The AnnoLite and AnnoLyze programs for comparative annotation of protein structures can reliably and automatically annotate new protein structures. The programs are fully accessible via the Internet as part of the DBAli suite of tools at .
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spelling pubmed-18920832007-06-15 The AnnoLite and AnnoLyze programs for comparative annotation of protein structures Marti-Renom, Marc A Rossi, Andrea Al-Shahrour, Fátima Davis, Fred P Pieper, Ursula Dopazo, Joaquín Sali, Andrej BMC Bioinformatics Proceedings BACKGROUND: Advances in structural biology, including structural genomics, have resulted in a rapid increase in the number of experimentally determined protein structures. However, about half of the structures deposited by the structural genomics consortia have little or no information about their biological function. Therefore, there is a need for tools for automatically and comprehensively annotating the function of protein structures. We aim to provide such tools by applying comparative protein structure annotation that relies on detectable relationships between protein structures to transfer functional annotations. Here we introduce two programs, AnnoLite and AnnoLyze, which use the structural alignments deposited in the DBAli database. DESCRIPTION: AnnoLite predicts the SCOP, CATH, EC, InterPro, PfamA, and GO terms with an average sensitivity of ~90% and average precision of ~80%. AnnoLyze predicts ligand binding site and domain interaction patches with an average sensitivity of ~70% and average precision of ~30%, correctly localizing binding sites for small molecules in ~95% of its predictions. CONCLUSION: The AnnoLite and AnnoLyze programs for comparative annotation of protein structures can reliably and automatically annotate new protein structures. The programs are fully accessible via the Internet as part of the DBAli suite of tools at . BioMed Central 2007-05-22 /pmc/articles/PMC1892083/ /pubmed/17570147 http://dx.doi.org/10.1186/1471-2105-8-S4-S4 Text en Copyright © 2007 Marti-Renom et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an open access article distributed under the terms of the Creative Commons Attribution License ( (http://creativecommons.org/licenses/by/2.0) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Proceedings
Marti-Renom, Marc A
Rossi, Andrea
Al-Shahrour, Fátima
Davis, Fred P
Pieper, Ursula
Dopazo, Joaquín
Sali, Andrej
The AnnoLite and AnnoLyze programs for comparative annotation of protein structures
title The AnnoLite and AnnoLyze programs for comparative annotation of protein structures
title_full The AnnoLite and AnnoLyze programs for comparative annotation of protein structures
title_fullStr The AnnoLite and AnnoLyze programs for comparative annotation of protein structures
title_full_unstemmed The AnnoLite and AnnoLyze programs for comparative annotation of protein structures
title_short The AnnoLite and AnnoLyze programs for comparative annotation of protein structures
title_sort annolite and annolyze programs for comparative annotation of protein structures
topic Proceedings
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1892083/
https://www.ncbi.nlm.nih.gov/pubmed/17570147
http://dx.doi.org/10.1186/1471-2105-8-S4-S4
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