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GWAS for quantitative resistance phenotypes in Mycobacterium tuberculosis reveals resistance genes and regulatory regions
by
Calderon, Roger
, Rigouts, Leen
, Shendure, Jay
, Freschi, Luca
, Ioerger, Thomas
, Snyder, Matthew
, Farhat, Maha R.
, Sunyaev, Shamil
, Meehan, Conor J.
, Kaur, Devinder
, van Soolingen, Dick
, de Jong, Bouke
, Murray, Megan
, Sloutsky, Alex
, Sacchettini, Jim
in
45
/ 45/43
/ 631/208/205/2138
/ 631/326/22/1434
/ 631/326/325/2482
/ 692/699/255/1856
/ Antibiotics
/ Antitubercular Agents - pharmacology
/ DNA Mutational Analysis
/ Drug resistance
/ Drug Resistance, Multiple, Bacterial - genetics
/ Drugs
/ Gene sequencing
/ Genes
/ Genetic Loci - genetics
/ Genome, Bacterial - genetics
/ Genome-Wide Association Study
/ Genomes
/ Heritability
/ Humanities and Social Sciences
/ Humans
/ Infectious diseases
/ Loci
/ Microbial Sensitivity Tests
/ Minimum inhibitory concentration
/ multidisciplinary
/ Mutation
/ Mycobacterium tuberculosis
/ Mycobacterium tuberculosis - drug effects
/ Mycobacterium tuberculosis - genetics
/ Mycobacterium tuberculosis - isolation & purification
/ Phenotypes
/ Promoter Regions, Genetic - genetics
/ Regulatory sequences
/ Science
/ Science (multidisciplinary)
/ Sputum - microbiology
/ Tuberculosis
/ Tuberculosis, Multidrug-Resistant - drug therapy
/ Tuberculosis, Multidrug-Resistant - microbiology
/ Whole Genome Sequencing
2019
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GWAS for quantitative resistance phenotypes in Mycobacterium tuberculosis reveals resistance genes and regulatory regions
by
Calderon, Roger
, Rigouts, Leen
, Shendure, Jay
, Freschi, Luca
, Ioerger, Thomas
, Snyder, Matthew
, Farhat, Maha R.
, Sunyaev, Shamil
, Meehan, Conor J.
, Kaur, Devinder
, van Soolingen, Dick
, de Jong, Bouke
, Murray, Megan
, Sloutsky, Alex
, Sacchettini, Jim
in
45
/ 45/43
/ 631/208/205/2138
/ 631/326/22/1434
/ 631/326/325/2482
/ 692/699/255/1856
/ Antibiotics
/ Antitubercular Agents - pharmacology
/ DNA Mutational Analysis
/ Drug resistance
/ Drug Resistance, Multiple, Bacterial - genetics
/ Drugs
/ Gene sequencing
/ Genes
/ Genetic Loci - genetics
/ Genome, Bacterial - genetics
/ Genome-Wide Association Study
/ Genomes
/ Heritability
/ Humanities and Social Sciences
/ Humans
/ Infectious diseases
/ Loci
/ Microbial Sensitivity Tests
/ Minimum inhibitory concentration
/ multidisciplinary
/ Mutation
/ Mycobacterium tuberculosis
/ Mycobacterium tuberculosis - drug effects
/ Mycobacterium tuberculosis - genetics
/ Mycobacterium tuberculosis - isolation & purification
/ Phenotypes
/ Promoter Regions, Genetic - genetics
/ Regulatory sequences
/ Science
/ Science (multidisciplinary)
/ Sputum - microbiology
/ Tuberculosis
/ Tuberculosis, Multidrug-Resistant - drug therapy
/ Tuberculosis, Multidrug-Resistant - microbiology
/ Whole Genome Sequencing
2019
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GWAS for quantitative resistance phenotypes in Mycobacterium tuberculosis reveals resistance genes and regulatory regions
by
Calderon, Roger
, Rigouts, Leen
, Shendure, Jay
, Freschi, Luca
, Ioerger, Thomas
, Snyder, Matthew
, Farhat, Maha R.
, Sunyaev, Shamil
, Meehan, Conor J.
, Kaur, Devinder
, van Soolingen, Dick
, de Jong, Bouke
, Murray, Megan
, Sloutsky, Alex
, Sacchettini, Jim
in
45
/ 45/43
/ 631/208/205/2138
/ 631/326/22/1434
/ 631/326/325/2482
/ 692/699/255/1856
/ Antibiotics
/ Antitubercular Agents - pharmacology
/ DNA Mutational Analysis
/ Drug resistance
/ Drug Resistance, Multiple, Bacterial - genetics
/ Drugs
/ Gene sequencing
/ Genes
/ Genetic Loci - genetics
/ Genome, Bacterial - genetics
/ Genome-Wide Association Study
/ Genomes
/ Heritability
/ Humanities and Social Sciences
/ Humans
/ Infectious diseases
/ Loci
/ Microbial Sensitivity Tests
/ Minimum inhibitory concentration
/ multidisciplinary
/ Mutation
/ Mycobacterium tuberculosis
/ Mycobacterium tuberculosis - drug effects
/ Mycobacterium tuberculosis - genetics
/ Mycobacterium tuberculosis - isolation & purification
/ Phenotypes
/ Promoter Regions, Genetic - genetics
/ Regulatory sequences
/ Science
/ Science (multidisciplinary)
/ Sputum - microbiology
/ Tuberculosis
/ Tuberculosis, Multidrug-Resistant - drug therapy
/ Tuberculosis, Multidrug-Resistant - microbiology
/ Whole Genome Sequencing
2019
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GWAS for quantitative resistance phenotypes in Mycobacterium tuberculosis reveals resistance genes and regulatory regions
Journal Article
GWAS for quantitative resistance phenotypes in Mycobacterium tuberculosis reveals resistance genes and regulatory regions
2019
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Overview
Drug resistance diagnostics that rely on the detection of resistance-related mutations could expedite patient care and TB eradication. We perform minimum inhibitory concentration testing for 12 anti-TB drugs together with Illumina whole-genome sequencing on 1452 clinical
Mycobacterium tuberculosis
(MTB) isolates. We evaluate genome-wide associations between mutations in MTB genes or non-coding regions and resistance, followed by validation in an independent data set of 792 patient isolates. We confirm associations at 13 non-canonical loci, with two involving non-coding regions. Promoter mutations are measured to have smaller average effects on resistance than gene body mutations. We estimate the heritability of the resistance phenotype to 11 anti-TB drugs and identify a lower than expected contribution from known resistance genes. This study highlights the complexity of the genomic mechanisms associated with the MTB resistance phenotype, including the relatively large number of potentially causal loci, and emphasizes the contribution of the non-coding portion of the genome.
Resistance to antibiotics hampers the treatment of infectious diseases such as tuberculosis (TB). Here, Farhat et al. perform genome-wide association testing for minimum inhibitory concentration (MIC) of 12 anti-TB drugs in whole-genome sequenced clinical
M. tuberculosis
isolates and identify 13 genomic loci.
Publisher
Nature Publishing Group UK,Nature Publishing Group,Nature Portfolio
Subject
/ 45/43
/ Antitubercular Agents - pharmacology
/ Drug Resistance, Multiple, Bacterial - genetics
/ Drugs
/ Genes
/ Genome, Bacterial - genetics
/ Genome-Wide Association Study
/ Genomes
/ Humanities and Social Sciences
/ Humans
/ Loci
/ Minimum inhibitory concentration
/ Mutation
/ Mycobacterium tuberculosis - drug effects
/ Mycobacterium tuberculosis - genetics
/ Mycobacterium tuberculosis - isolation & purification
/ Promoter Regions, Genetic - genetics
/ Science
/ Tuberculosis, Multidrug-Resistant - drug therapy
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