Transmission of pre-XDR and XDR-TB in the Mumbai Metropolitan Region, India
Dreyer, V.; Mandal, A.; Dev, P.; Merker, M.; Barilar, I.; Utpatel, C.; Nilgiriwala, K.; Rodrigues, C.; Crook, D. W.; CRyPTIC Consortium, ; Mistry, N. S.; Niemann, S.
Show abstract
Multidrug-resistant (MDR) and extensively drug resistant (XDR) Mycobacterium tuberculosis complex (MTBC) strains are a great challenge for tuberculosis (TB) control in India. Still, factors driving the MDR/XDR epidemic in India are not well defined. To address this, whole genome sequencing (WGS) data from 1 852 MTBC strains obtained from patients from a tertiary care hospital laboratory in Mumbai were used for phylogenetic strain classification, resistance prediction, and cluster analysis (12 allele distance threshold). Factors associated with pre-XDR/XDR-TB were defined by odds ratios and a multivariate logistic regression model. Overall, 1 017 MTBC strains were MDR, out of which 57.8 % (n=591) were pre-XDR, and 17.9 % (n=183) were XDR. Lineage 2 (L2) strains represented 41.7 % of the MDR, 77.2 % of the pre-XDR, and 86.3 % of the XDR strains, and were significantly associated with pre-XDR/XDR-TB (P < 0.001). Cluster rates were high among MDR (78 %) and pre-XDR/XDR (85 %) strains with three dominant L2 strain clusters (Cl 1-3) representing half of the pre-XDR and two thirds of the XDR-TB cases. Cl 1 strains accounted for 52.5 % of the XDR MTBC strains. Transmission could be confirmed by identical mutation patterns of particular pre-XDR/XDR strains. As a conclusion high rates of pre-XDR/XDR strains among MDR-TB patients require rapid changes in treatment and control strategies. Transmission of particular pre-XDR/XDR L2 strains is the main driver of the pre-XDR/XDR-TB epidemic. Accordingly, control of the epidemic in the region requires measures with stopping transmission especially of pre-XDR/XDR L2 strains.
Matching journals
The top 7 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Rifampicin mono-resistant tuberculosis is not the same as multidrug-resistant tuberculosis: a descriptive study from Khayelitsha, South Africa 95%
- Acquisition of cross-resistance to bedaquiline and clofazimine following treatment for tuberculosis in Pakistan 93%
- A Systematic Review of Mutations Associated with Isoniazid Resistance Points to Lower Diagnostic Sensitivity for Common Mutations and Increased Incidence of Uncommon Mutations in Clinical Strains of Mycobacterium tuberculosis 93%
Similar papers in this journal
- Characterization of genomic variants associated with resistance to bedaquiline and delamanid in naïve Mycobacterium tuberculosis clinical strains 95%
- Predicting Isoniazid Resistance in Mycobacterium tuberculosis Complex in New York State using Whole Genome Sequencing 94%
- Direct thin-layer agar for bedaquiline-susceptibility testing of Mycobacterium tuberculosis at BSL2 level yields high accuracy in 15 days from sputum processing. 94%
Similar papers in this journal
- Identification of novel genetic variants in the malaria vaccine candidate PfRh5: structure-guided insights into potential function 92%
- Genomic epidemiology of vancomycin resistant Enterococcus faecium (VREfm) in Latin America: Revisiting the global VRE population structure 91%
- PathCrisp : An Innovative Molecular Diagnostic Tool for Early Detection of NDM-Resistant Infections 91%
Similar papers in this journal
- Phylogenetic population structure and drug resistance of Mycobacterium tuberculosis complex in the Volta Region of Ghana 94%
- Patterns of compensatory mutations in rpoA/B/C genes of multidrug resistant M. tuberculosis in Uganda 94%
- The Pattern of rpoB gene mutation of Mycobacterium tuberculosis and predictors of rifampicin resistance detected by gene Xpert MTB/Rif in Tanzania 93%
Similar papers in this journal
- Emergence of a cephalosporin reduced susceptible Neisseria gonorrhoeae clone between 2014-2019 in Amsterdam, the Netherlands, revealed by a genomic population analysis 92%
- Temporal Trends And Transmission Dynamics Of Pre-Treatment HIV-1 Drug Resistance Within And Between Risk Groups In Kenya, 1986-2020 92%
- Heme is crucial for medium-dependent metronidazole resistance in clinical isolates of C. difficile 91%
"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.