The epidemiology, pathogenesis, transmission, diagnosis, and management of multidrug-resistant, extensively drug-resistant, and incurable tuberculosis

K Dheda, T Gumbo, G Maartens, KE Dooley… - The lancet Respiratory …, 2017 - thelancet.com
Global tuberculosis incidence has declined marginally over the past decade, and
tuberculosis remains out of control in several parts of the world including Africa and Asia …

Machine learning and applications in microbiology

SJ Goodswen, JLN Barratt, PJ Kennedy… - FEMS microbiology …, 2021 - academic.oup.com
To understand the intricacies of microorganisms at the molecular level requires making
sense of copious volumes of data such that it may now be humanly impossible to detect …

A standardised method for interpreting the association between mutations and phenotypic drug resistance in Mycobacterium tuberculosis

P Miotto, B Tessema, E Tagliani… - European …, 2017 - Eur Respiratory Soc
A clear understanding of the genetic basis of antibiotic resistance in Mycobacterium
tuberculosis is required to accelerate the development of rapid drug susceptibility testing …

Systematic review of mutations associated with resistance to the new and repurposed Mycobacterium tuberculosis drugs bedaquiline, clofazimine, linezolid …

S Kadura, N King, M Nakhoul, H Zhu… - Journal of …, 2020 - academic.oup.com
Background Improved genetic understanding of Mycobacterium tuberculosis (MTB)
resistance to novel and repurposed anti-tubercular agents can aid the development of rapid …

Genome-wide association studies of global Mycobacterium tuberculosis resistance to 13 antimicrobials in 10,228 genomes identify new resistance mechanisms

CRyPTIC Consortium - PLoS biology, 2022 - journals.plos.org
The emergence of drug-resistant tuberculosis is a major global public health concern that
threatens the ability to control the disease. Whole-genome sequencing as a tool to rapidly …

Genomic characterization of nontuberculous mycobacteria

T Fedrizzi, CJ Meehan, A Grottola, E Giacobazzi… - Scientific reports, 2017 - nature.com
Mycobacterium tuberculosis and Mycobacterium leprae have remained, for many years, the
primary species of the genus Mycobacterium of clinical and microbiological interest. The …

A fast and agnostic method for bacterial genome-wide association studies: Bridging the gap between k-mers and genetic events

M Jaillard, L Lima, M Tournoud, P Mahé… - PLoS …, 2018 - journals.plos.org
Genome-wide association study (GWAS) methods applied to bacterial genomes have
shown promising results for genetic marker discovery or detailed assessment of marker …

GWAS for quantitative resistance phenotypes in Mycobacterium tuberculosis reveals resistance genes and regulatory regions

MR Farhat, L Freschi, R Calderon, T Ioerger… - Nature …, 2019 - nature.com
Drug resistance diagnostics that rely on the detection of resistance-related mutations could
expedite patient care and TB eradication. We perform minimum inhibitory concentration …

Genetic sequencing for surveillance of drug resistance in tuberculosis in highly endemic countries: a multi-country population-based surveillance study

M Zignol, AM Cabibbe, AS Dean, P Glaziou… - The Lancet Infectious …, 2018 - thelancet.com
Background In many countries, regular monitoring of the emergence of resistance to anti-
tuberculosis drugs is hampered by the limitations of phenotypic testing for drug …

Drug-resistant tuberculosis: a persistent global health concern

M Farhat, H Cox, M Ghanem, CM Denkinger… - Nature Reviews …, 2024 - nature.com
Drug-resistant tuberculosis (TB) is estimated to cause 13% of all antimicrobial resistance-
attributable deaths worldwide and is driven by both ongoing resistance acquisition and …