PHENO-GENOTYPIC CORRELATION OF M. TUBERCULOSIS RESISTANCE TO NEW DRUGS

This study investigates the correlation between phenotypic and genotypic resistance patterns of Mycobacterium tuberculosis to new anti-TB drugs, including bedaquiline, delamanid, and linezolid. A total of 240 clinical isolates from drug-resistant TB patients in Uzbekistan were analyzed. Phenotypic drug susceptibility testing (DST) was compared with whole-genome sequencing (WGS) data to assess mutation profiles in resistance-associated genes. Mutations in Rv0678, ddn, and rplC were evaluated. The overall concordance between genotypic and phenotypic results was 91.5%. The findings support the reliability of WGS-based diagnostics and highlight its importance for rapid and accurate detection of resistance to new TB drugs.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-05-20
DOI
https://doi.org/10.5281/zenodo.15473497
Primary Topic
Machine Learning and Data Classification
Type
article
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article

PHENO-GENOTYPIC CORRELATION OF M. TUBERCULOSIS RESISTANCE TO NEW DRUGS

Zenodo (CERN European Organization for Nuclear Research)
Machine Learning and Data Classification
article

PHENO-GENOTYPIC CORRELATION OF M. TUBERCULOSIS RESISTANCE TO NEW DRUGS

article en

Abstract

This study investigates the correlation between phenotypic and genotypic resistance patterns of Mycobacterium tuberculosis to new anti-TB drugs, including bedaquiline, delamanid, and linezolid. A total of 240 clinical isolates from drug-resistant TB patients in Uzbekistan were analyzed. Phenotypic drug susceptibility testing (DST) was compared with whole-genome sequencing (WGS) data to assess mutation profiles in resistance-associated genes. Mutations in Rv0678, ddn, and rplC were evaluated. The overall concordance between genotypic and phenotypic results was 91.5%. The findings support the reliability of WGS-based diagnostics and highlight its importance for rapid and accurate detection of resistance to new TB drugs.

Zenodo (CERN European Organization for Nuclear Research)
Good health and well-being
Openalex Percentile: Top 75%
Machine Learning and Data Classification
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PHENO-GENOTYPIC CORRELATION OF M. TUBERCULOSIS RESISTANCE TO NEW DRUGS · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS