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Amino acid empirical contact energy definitions for fold recognition in the space of contact maps

BACKGROUND: Contradicting evidence has been presented in the literature concerning the effectiveness of empirical contact energies for fold recognition. Empirical contact energies are calculated on the basis of information available from selected protein structures, with respect to a defined referen...

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Autores principales: Berrera, Marco, Molinari, Henriette, Fogolari, Federico
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2003
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC153506/
https://www.ncbi.nlm.nih.gov/pubmed/12689348
http://dx.doi.org/10.1186/1471-2105-4-8
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author Berrera, Marco
Molinari, Henriette
Fogolari, Federico
author_facet Berrera, Marco
Molinari, Henriette
Fogolari, Federico
author_sort Berrera, Marco
collection PubMed
description BACKGROUND: Contradicting evidence has been presented in the literature concerning the effectiveness of empirical contact energies for fold recognition. Empirical contact energies are calculated on the basis of information available from selected protein structures, with respect to a defined reference state, according to the quasi-chemical approximation. Protein-solvent interactions are estimated from residue solvent accessibility. RESULTS: In the approach presented here, contact energies are derived from the potential of mean force theory, several definitions of contact are examined and their performance in fold recognition is evaluated on sets of decoy structures. The best definition of contact is tested, on a more realistic scenario, on all predictions including sidechains accepted in the CASP4 experiment. In 30 out of 35 cases the native structure is correctly recognized and best predictions are usually found among the 10 lowest energy predictions. CONCLUSION: The definition of contact based on van der Waals radii of alpha carbon and side chain heavy atoms is seen to perform better than other definitions involving only alpha carbons, only beta carbons, all heavy atoms or only backbone atoms. An important prerequisite for the applicability of the approach is that the protein structure under study should not exhibit anomalous solvent accessibility, compared to soluble proteins whose structure is deposited in the Protein Data Bank. The combined evaluation of a solvent accessibility parameter and contact energy allows for an effective gross screening of predictive models.
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spelling pubmed-1535062003-04-19 Amino acid empirical contact energy definitions for fold recognition in the space of contact maps Berrera, Marco Molinari, Henriette Fogolari, Federico BMC Bioinformatics Research Article BACKGROUND: Contradicting evidence has been presented in the literature concerning the effectiveness of empirical contact energies for fold recognition. Empirical contact energies are calculated on the basis of information available from selected protein structures, with respect to a defined reference state, according to the quasi-chemical approximation. Protein-solvent interactions are estimated from residue solvent accessibility. RESULTS: In the approach presented here, contact energies are derived from the potential of mean force theory, several definitions of contact are examined and their performance in fold recognition is evaluated on sets of decoy structures. The best definition of contact is tested, on a more realistic scenario, on all predictions including sidechains accepted in the CASP4 experiment. In 30 out of 35 cases the native structure is correctly recognized and best predictions are usually found among the 10 lowest energy predictions. CONCLUSION: The definition of contact based on van der Waals radii of alpha carbon and side chain heavy atoms is seen to perform better than other definitions involving only alpha carbons, only beta carbons, all heavy atoms or only backbone atoms. An important prerequisite for the applicability of the approach is that the protein structure under study should not exhibit anomalous solvent accessibility, compared to soluble proteins whose structure is deposited in the Protein Data Bank. The combined evaluation of a solvent accessibility parameter and contact energy allows for an effective gross screening of predictive models. BioMed Central 2003-02-28 /pmc/articles/PMC153506/ /pubmed/12689348 http://dx.doi.org/10.1186/1471-2105-4-8 Text en Copyright © 2003 Berrera et al; licensee BioMed Central Ltd. This is an Open Access article: verbatim copying and redistribution of this article are permitted in all media for any purpose, provided this notice is preserved along with the article's original URL.
spellingShingle Research Article
Berrera, Marco
Molinari, Henriette
Fogolari, Federico
Amino acid empirical contact energy definitions for fold recognition in the space of contact maps
title Amino acid empirical contact energy definitions for fold recognition in the space of contact maps
title_full Amino acid empirical contact energy definitions for fold recognition in the space of contact maps
title_fullStr Amino acid empirical contact energy definitions for fold recognition in the space of contact maps
title_full_unstemmed Amino acid empirical contact energy definitions for fold recognition in the space of contact maps
title_short Amino acid empirical contact energy definitions for fold recognition in the space of contact maps
title_sort amino acid empirical contact energy definitions for fold recognition in the space of contact maps
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC153506/
https://www.ncbi.nlm.nih.gov/pubmed/12689348
http://dx.doi.org/10.1186/1471-2105-4-8
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