Back

Evolutionary trajectories and transmission dynamics of multidrug-resistant Mycobacterium tuberculosis in Tibet, China

Jiang, Q.; Liu, H.-C.; Liu, Q.-Y.; Phelan, J. E.; Shi, L.; Gao, M.; Zhao, X.-Q.; Wang, J.; Glynn, J. R.; Yang, C.-G.; Takiff, H. E.; Wan, K.-L.; Clark, T. G.; Gao, Q.

2021-02-23 infectious diseases
10.1101/2021.02.19.21252065 medRxiv
Show abstract

ObjectiveTibet has the highest prevalence of both tuberculosis disease and multidrug-resistant tuberculosis (MDR-TB) in China. The circulated Mycobacterium tuberculosis strains from Tibet were sequenced to investigate the underlying drivers for the high burden of MDR-TB. MethodsUsing whole-genome sequencing data of 576 M. tuberculosis strains isolated from consecutive patients in Tibet, we mapped resistance-conferring mutations onto phylogenetic trees to determine their evolution and spread. The impact of drug resistance on bacterial population growth was assessed with a Bayesian (Skyline Plot) analysis. Multivariable logistic regression was used to identify risk factors for the development of rifampicin resistance. ResultsOf the 576 isolates, 284 (49.3%), 280 (48.6%), and 236 (41.0%) were, respectively, genetically resistant to isoniazid, rifampicin, or both (MDR-TB). Among the isoniazid- and rifampicin-resistant strains, the proportions in phylogenetically-inferred clusters were 77.8% (221/284) and 62.1% (174/280), respectively. Nearly half (47.2%, 134/284) of the isoniazid-resistant strains were in six major clades, which contained between 8 and 58 strains with katG S315T, katG S315N, or fabG1 promoter -15 C>T resistance mutations. These major clades exponentially expanded after emerging with isoniazid resistance and stabilized before evolving into MDR-TB twenty years later. Isoniazid-resistant isolates showed an increased risk of accumulating rifampicin resistance compared to isoniazid-susceptible strains, with an adjusted odds ratio of 3.81 (95% confidence interval 2.47-5.95). ConclusionHistorical expansion of isoniazid-resistant strains and their increased likelihood of acquiring rifampicin resistance both contributed to the high burden of MDR-TB in Tibet, highlighting the need to detect INH-resistant strains promptly and to control their transmission.

Matching journals

The top 11 journals account for 50% of the predicted probability mass.

50% of probability mass above

"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.