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Structure-Activity relationship in mutated pyrazinamidases from Mycobacterium tuberculosis

The pncA gene codes the pyrazinamidase of Mycobacterium tuberculosis, which converts pyrazinamide to ammonia and pyrazinoic-acid, the active antituberculous compound. Pyrazinamidase mutations are associated to pyrazinamide-resistant phenotype, however how mutations affect the structure of the pyrazi...

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Autores principales: Quiliano, Miguel, Gutierrez, Andres Hazaet, Gilman, Robert Hugh, López, César, Evangelista, Wilfredo, Sotelo, Jun, Sheen, Patricia, Zimic, Mirko
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Biomedical Informatics 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3143395/
https://www.ncbi.nlm.nih.gov/pubmed/21814390
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author Quiliano, Miguel
Gutierrez, Andres Hazaet
Gilman, Robert Hugh
López, César
Evangelista, Wilfredo
Sotelo, Jun
Sheen, Patricia
Zimic, Mirko
author_facet Quiliano, Miguel
Gutierrez, Andres Hazaet
Gilman, Robert Hugh
López, César
Evangelista, Wilfredo
Sotelo, Jun
Sheen, Patricia
Zimic, Mirko
author_sort Quiliano, Miguel
collection PubMed
description The pncA gene codes the pyrazinamidase of Mycobacterium tuberculosis, which converts pyrazinamide to ammonia and pyrazinoic-acid, the active antituberculous compound. Pyrazinamidase mutations are associated to pyrazinamide-resistant phenotype, however how mutations affect the structure of the pyrazinamidase, and how structural changes affect the enzymatic function and the level of pyrazinamide-resistance is unknown. The structures of mutated pyrazinamidases from twelve Mycobacterium tuberculosis strains and the pyrazinamide-susceptible H37Rv reference strain were modelled using homology modelling and single amino acid replacement. Physical-chemical and structural parameters of each pyrazinamidase were calculated. These parameters were: The change of electrical charge of the mutated amino acid, the change of volume of the mutated amino acid, the change of a special amino acid, the distance of the mutated amino acid to the active site, the distance of the mutated amino acid to the metal-coordination site, and the orientation of the side-chain of the mutated amino acid. The variability of the enzymatic activity of the recombinant pyrazinamidases, and the microbiological susceptibility to pyrazinamide determined by BACTEC 460TB, were modelled in multiple linear regressions. Physical-chemical and structural parameters of the mutated pyrazinamidases were tested as predictors. Structural and physical-chemical variations of the pyrazinamidase explained 75% of the variability of the enzymatic activity, 87% of the variability of the kinetic constant and 40% of the variability of the pyrazinamide-resistance level. Based on computer models of mutated pyrazinamidases, the structural parameters explained a high variability of the enzymatic function, and to a lesser extent the resistance level.
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spelling pubmed-31433952011-08-03 Structure-Activity relationship in mutated pyrazinamidases from Mycobacterium tuberculosis Quiliano, Miguel Gutierrez, Andres Hazaet Gilman, Robert Hugh López, César Evangelista, Wilfredo Sotelo, Jun Sheen, Patricia Zimic, Mirko Bioinformation Hypothesis The pncA gene codes the pyrazinamidase of Mycobacterium tuberculosis, which converts pyrazinamide to ammonia and pyrazinoic-acid, the active antituberculous compound. Pyrazinamidase mutations are associated to pyrazinamide-resistant phenotype, however how mutations affect the structure of the pyrazinamidase, and how structural changes affect the enzymatic function and the level of pyrazinamide-resistance is unknown. The structures of mutated pyrazinamidases from twelve Mycobacterium tuberculosis strains and the pyrazinamide-susceptible H37Rv reference strain were modelled using homology modelling and single amino acid replacement. Physical-chemical and structural parameters of each pyrazinamidase were calculated. These parameters were: The change of electrical charge of the mutated amino acid, the change of volume of the mutated amino acid, the change of a special amino acid, the distance of the mutated amino acid to the active site, the distance of the mutated amino acid to the metal-coordination site, and the orientation of the side-chain of the mutated amino acid. The variability of the enzymatic activity of the recombinant pyrazinamidases, and the microbiological susceptibility to pyrazinamide determined by BACTEC 460TB, were modelled in multiple linear regressions. Physical-chemical and structural parameters of the mutated pyrazinamidases were tested as predictors. Structural and physical-chemical variations of the pyrazinamidase explained 75% of the variability of the enzymatic activity, 87% of the variability of the kinetic constant and 40% of the variability of the pyrazinamide-resistance level. Based on computer models of mutated pyrazinamidases, the structural parameters explained a high variability of the enzymatic function, and to a lesser extent the resistance level. Biomedical Informatics 2011-07-19 /pmc/articles/PMC3143395/ /pubmed/21814390 Text en © 2011 Biomedical Informatics This is an open-access article, which permits unrestricted use, distribution, and reproduction in any medium, for non-commercial purposes, provided the original author and source are credited.
spellingShingle Hypothesis
Quiliano, Miguel
Gutierrez, Andres Hazaet
Gilman, Robert Hugh
López, César
Evangelista, Wilfredo
Sotelo, Jun
Sheen, Patricia
Zimic, Mirko
Structure-Activity relationship in mutated pyrazinamidases from Mycobacterium tuberculosis
title Structure-Activity relationship in mutated pyrazinamidases from Mycobacterium tuberculosis
title_full Structure-Activity relationship in mutated pyrazinamidases from Mycobacterium tuberculosis
title_fullStr Structure-Activity relationship in mutated pyrazinamidases from Mycobacterium tuberculosis
title_full_unstemmed Structure-Activity relationship in mutated pyrazinamidases from Mycobacterium tuberculosis
title_short Structure-Activity relationship in mutated pyrazinamidases from Mycobacterium tuberculosis
title_sort structure-activity relationship in mutated pyrazinamidases from mycobacterium tuberculosis
topic Hypothesis
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3143395/
https://www.ncbi.nlm.nih.gov/pubmed/21814390
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