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Residue propensities, discrimination and binding site prediction of adenine and guanine phosphates

BACKGROUND: Adenine and guanine phosphates are involved in a number of biological processes such as cell signaling, metabolism and enzymatic cofactor functions. Binding sites in proteins for these ligands are often detected by looking for a previously known motif by alignment based search. This is l...

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Autores principales: Firoz, Ahmad, Malik, Adeel, Joplin, Karl H, Ahmad, Zulfiqar, Jha, Vivekanand, Ahmad, Shandar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3113737/
https://www.ncbi.nlm.nih.gov/pubmed/21569447
http://dx.doi.org/10.1186/1471-2091-12-20
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author Firoz, Ahmad
Malik, Adeel
Joplin, Karl H
Ahmad, Zulfiqar
Jha, Vivekanand
Ahmad, Shandar
author_facet Firoz, Ahmad
Malik, Adeel
Joplin, Karl H
Ahmad, Zulfiqar
Jha, Vivekanand
Ahmad, Shandar
author_sort Firoz, Ahmad
collection PubMed
description BACKGROUND: Adenine and guanine phosphates are involved in a number of biological processes such as cell signaling, metabolism and enzymatic cofactor functions. Binding sites in proteins for these ligands are often detected by looking for a previously known motif by alignment based search. This is likely to miss those where a similar binding site has not been previously characterized and when the binding sites do not follow the rule described by predefined motif. Also, it is intriguing how proteins select between adenine and guanine derivative with high specificity. RESULTS: Residue preferences for AMP, GMP, ADP, GDP, ATP and GTP have been investigated in details with additional comparison with cyclic variants cAMP and cGMP. We also attempt to predict residues interacting with these nucleotides using information derived from local sequence and evolutionary profiles. Results indicate that subtle differences exist between single residue preferences for specific nucleotides and taking neighbor environment and evolutionary context into account, successful models of their binding site prediction can be developed. CONCLUSION: In this work, we explore how single amino acid propensities for these nucleotides play a role in the affinity and specificity of this set of nucleotides. This is expected to be helpful in identifying novel binding sites for adenine and guanine phosphates, especially when a known binding motif is not detectable.
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spelling pubmed-31137372011-06-14 Residue propensities, discrimination and binding site prediction of adenine and guanine phosphates Firoz, Ahmad Malik, Adeel Joplin, Karl H Ahmad, Zulfiqar Jha, Vivekanand Ahmad, Shandar BMC Biochem Research Article BACKGROUND: Adenine and guanine phosphates are involved in a number of biological processes such as cell signaling, metabolism and enzymatic cofactor functions. Binding sites in proteins for these ligands are often detected by looking for a previously known motif by alignment based search. This is likely to miss those where a similar binding site has not been previously characterized and when the binding sites do not follow the rule described by predefined motif. Also, it is intriguing how proteins select between adenine and guanine derivative with high specificity. RESULTS: Residue preferences for AMP, GMP, ADP, GDP, ATP and GTP have been investigated in details with additional comparison with cyclic variants cAMP and cGMP. We also attempt to predict residues interacting with these nucleotides using information derived from local sequence and evolutionary profiles. Results indicate that subtle differences exist between single residue preferences for specific nucleotides and taking neighbor environment and evolutionary context into account, successful models of their binding site prediction can be developed. CONCLUSION: In this work, we explore how single amino acid propensities for these nucleotides play a role in the affinity and specificity of this set of nucleotides. This is expected to be helpful in identifying novel binding sites for adenine and guanine phosphates, especially when a known binding motif is not detectable. BioMed Central 2011-05-13 /pmc/articles/PMC3113737/ /pubmed/21569447 http://dx.doi.org/10.1186/1471-2091-12-20 Text en Copyright ©2011 Firoz 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 Research Article
Firoz, Ahmad
Malik, Adeel
Joplin, Karl H
Ahmad, Zulfiqar
Jha, Vivekanand
Ahmad, Shandar
Residue propensities, discrimination and binding site prediction of adenine and guanine phosphates
title Residue propensities, discrimination and binding site prediction of adenine and guanine phosphates
title_full Residue propensities, discrimination and binding site prediction of adenine and guanine phosphates
title_fullStr Residue propensities, discrimination and binding site prediction of adenine and guanine phosphates
title_full_unstemmed Residue propensities, discrimination and binding site prediction of adenine and guanine phosphates
title_short Residue propensities, discrimination and binding site prediction of adenine and guanine phosphates
title_sort residue propensities, discrimination and binding site prediction of adenine and guanine phosphates
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3113737/
https://www.ncbi.nlm.nih.gov/pubmed/21569447
http://dx.doi.org/10.1186/1471-2091-12-20
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