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Identification and Characterization of Genetic Determinants of Isoniazid and Rifampicin Resistance in Mycobacterium tuberculosis in Southern India.
- Source :
-
Scientific reports [Sci Rep] 2019 Jul 16; Vol. 9 (1), pp. 10283. Date of Electronic Publication: 2019 Jul 16. - Publication Year :
- 2019
-
Abstract
- 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.
- Subjects :
- Adult
Allosteric Regulation drug effects
Bacterial Proteins chemistry
Bacterial Proteins metabolism
Catalase chemistry
Catalase metabolism
DNA-Directed RNA Polymerases chemistry
DNA-Directed RNA Polymerases metabolism
Humans
India
Isoniazid pharmacology
Machine Learning
Models, Molecular
Mutation
Mycobacterium tuberculosis drug effects
Mycobacterium tuberculosis growth & development
Protein Conformation
Protein Stability drug effects
Rifampin pharmacology
Tuberculosis drug therapy
Whole Genome Sequencing
Antitubercular Agents pharmacology
Bacterial Proteins genetics
Catalase genetics
DNA-Directed RNA Polymerases genetics
Drug Resistance, Bacterial
Mycobacterium tuberculosis genetics
Tuberculosis microbiology
Subjects
Details
- Language :
- English
- ISSN :
- 2045-2322
- Volume :
- 9
- Issue :
- 1
- Database :
- MEDLINE
- Journal :
- Scientific reports
- Publication Type :
- Academic Journal
- Accession number :
- 31311987
- Full Text :
- https://doi.org/10.1038/s41598-019-46756-x