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Identification and Characterization of Genetic Determinants of Isoniazid and Rifampicin Resistance in Mycobacterium tuberculosis in Southern India
Drug-resistant tuberculosis (TB), one of the leading causes of death worldwide, arises mainly from spontaneous mutations in the genome of Mycobacterium tuberculosis. There is an urgent need to understand the mechanisms by which the mutations confer resistance in order to identify new drug targets an...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6635374/ https://www.ncbi.nlm.nih.gov/pubmed/31311987 http://dx.doi.org/10.1038/s41598-019-46756-x |
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author | Munir, Asma Kumar, Narender Ramalingam, Suresh Babu Tamilzhalagan, Sembulingam Shanmugam, Siva Kumar Palaniappan, Alangudi Natarajan Nair, Dina Priyadarshini, Padma Natarajan, Mohan Tripathy, Srikanth Ranganathan, Uma Devi Peacock, Sharon J. Parkhill, Julian Blundell, Tom L. Malhotra, Sony |
author_facet | Munir, Asma Kumar, Narender Ramalingam, Suresh Babu Tamilzhalagan, Sembulingam Shanmugam, Siva Kumar Palaniappan, Alangudi Natarajan Nair, Dina Priyadarshini, Padma Natarajan, Mohan Tripathy, Srikanth Ranganathan, Uma Devi Peacock, Sharon J. Parkhill, Julian Blundell, Tom L. Malhotra, Sony |
author_sort | Munir, Asma |
collection | PubMed |
description | Drug-resistant tuberculosis (TB), one of the leading causes of death worldwide, arises mainly from spontaneous mutations in the genome of Mycobacterium tuberculosis. There is an urgent need to understand the mechanisms by which the mutations confer resistance in order to identify new drug targets and to design new drugs. Previous studies have reported numerous mutations that confer resistance to anti-TB drugs, but there has been little systematic analysis to understand their genetic background and the potential impacts on the drug target stability and/or interactions. Here, we report the analysis of whole-genome sequence data for 98 clinical M. tuberculosis isolates from a city in southern India. The collection was screened for phenotypic resistance and sequenced to mine the genetic mutations conferring resistance to isoniazid and rifampicin. The most frequent mutation among isoniazid and rifampicin isolates was S315T in katG and S450L in rpoB respectively. The impacts of mutations on protein stability, protein-protein interactions and protein-ligand interactions were analysed using both statistical and machine-learning approaches. Drug-resistant mutations were predicted not only to target active sites in an orthosteric manner, but also to act through allosteric mechanisms arising from distant sites, sometimes at the protein-protein interface. |
format | Online Article Text |
id | pubmed-6635374 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-66353742019-07-24 Identification and Characterization of Genetic Determinants of Isoniazid and Rifampicin Resistance in Mycobacterium tuberculosis in Southern India Munir, Asma Kumar, Narender Ramalingam, Suresh Babu Tamilzhalagan, Sembulingam Shanmugam, Siva Kumar Palaniappan, Alangudi Natarajan Nair, Dina Priyadarshini, Padma Natarajan, Mohan Tripathy, Srikanth Ranganathan, Uma Devi Peacock, Sharon J. Parkhill, Julian Blundell, Tom L. Malhotra, Sony Sci Rep Article Drug-resistant tuberculosis (TB), one of the leading causes of death worldwide, arises mainly from spontaneous mutations in the genome of Mycobacterium tuberculosis. There is an urgent need to understand the mechanisms by which the mutations confer resistance in order to identify new drug targets and to design new drugs. Previous studies have reported numerous mutations that confer resistance to anti-TB drugs, but there has been little systematic analysis to understand their genetic background and the potential impacts on the drug target stability and/or interactions. Here, we report the analysis of whole-genome sequence data for 98 clinical M. tuberculosis isolates from a city in southern India. The collection was screened for phenotypic resistance and sequenced to mine the genetic mutations conferring resistance to isoniazid and rifampicin. The most frequent mutation among isoniazid and rifampicin isolates was S315T in katG and S450L in rpoB respectively. The impacts of mutations on protein stability, protein-protein interactions and protein-ligand interactions were analysed using both statistical and machine-learning approaches. Drug-resistant mutations were predicted not only to target active sites in an orthosteric manner, but also to act through allosteric mechanisms arising from distant sites, sometimes at the protein-protein interface. Nature Publishing Group UK 2019-07-16 /pmc/articles/PMC6635374/ /pubmed/31311987 http://dx.doi.org/10.1038/s41598-019-46756-x Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Munir, Asma Kumar, Narender Ramalingam, Suresh Babu Tamilzhalagan, Sembulingam Shanmugam, Siva Kumar Palaniappan, Alangudi Natarajan Nair, Dina Priyadarshini, Padma Natarajan, Mohan Tripathy, Srikanth Ranganathan, Uma Devi Peacock, Sharon J. Parkhill, Julian Blundell, Tom L. Malhotra, Sony Identification and Characterization of Genetic Determinants of Isoniazid and Rifampicin Resistance in Mycobacterium tuberculosis in Southern India |
title | Identification and Characterization of Genetic Determinants of Isoniazid and Rifampicin Resistance in Mycobacterium tuberculosis in Southern India |
title_full | Identification and Characterization of Genetic Determinants of Isoniazid and Rifampicin Resistance in Mycobacterium tuberculosis in Southern India |
title_fullStr | Identification and Characterization of Genetic Determinants of Isoniazid and Rifampicin Resistance in Mycobacterium tuberculosis in Southern India |
title_full_unstemmed | Identification and Characterization of Genetic Determinants of Isoniazid and Rifampicin Resistance in Mycobacterium tuberculosis in Southern India |
title_short | Identification and Characterization of Genetic Determinants of Isoniazid and Rifampicin Resistance in Mycobacterium tuberculosis in Southern India |
title_sort | identification and characterization of genetic determinants of isoniazid and rifampicin resistance in mycobacterium tuberculosis in southern india |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6635374/ https://www.ncbi.nlm.nih.gov/pubmed/31311987 http://dx.doi.org/10.1038/s41598-019-46756-x |
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