Rapid Phenotypic Drug Susceptibility Testing of <i>Mycobacterium tuberculosis</i> Using Raman-Deuterium Isotope Probing

High Resolution Image Download MS PowerPoint Slide Accurate and timely drug susceptibility testing (DST) is essential for tuberculosis (TB) management, especially given the global rise of multidrug-resistant Mycobacterium tuberculosis (MTB). However, conventional phenotypic DST (pDST) is reliable but time-consuming, while molecular assays may fail to detect resistance not associated with known mutations. Here, we report a rapid pDST method using single-cell Raman spectroscopy coupled with deuterium isotope probing (Raman-DIP) to assess MTB metabolic activity when exposed to different antibiotics. The Raman-DIP workflow was specifically optimized for MTB, including antibiotic exposure time and D 2 O labeling conditions. Using five MTB strains and four first-line drugs (rifampicin [RIF], isoniazid [INH], streptomycin [STR], ethambutol [EMB]), we demonstrated categorical resistance classification and determined minimum inhibitory concentrations (MICs) in about 2 days (50 h). In the tested strain set, Raman-DIP clearly discriminated drug-sensitive and drug-resistant strains, showing 100% categorical agreement with the reference broth-based DST method. In simulated sputum samples, Raman-DIP showed 100% classification accuracy in the tested strain set, supporting preliminary feasibility in a sputum-like matrix. Raman-DIP further enabled quantitative MIC determination, with 100% agreement to reference MIC values in the strain–drug combinations examined. This novel workflow directly measures antibiotic-induced metabolic suppression without cultivation, substantially reducing turnaround time to ∼2 days compared with the weeks typically required for conventional pDST. The approach provides both categorical and quantitative phenotypic readouts and is readily adaptable to point-of-care testing (POCT). In conclusion, Raman-DIP provides a rapid, phenotypic-based, and biosafe platform for MTB DST, supporting more timely and individualized TB therapy.

Authors

Institutions

Publication Details

Journal
Analytical Chemistry
Published
2026-06-19
DOI
https://doi.org/10.1021/acs.analchem.6c01078
Primary Topic
Tuberculosis Research and Epidemiology
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Rapid Phenotypic Drug Susceptibility Testing of Mycobacterium tuberculosis Using Raman-Deuterium Isotope Probing

Wei E. Huang, Yizhi Song, XL Mao, Yiwen Cao et al.
Analytical Chemistry
Tuberculosis Research and Epidemiology
article

Rapid Phenotypic Drug Susceptibility Testing of Mycobacterium tuberculosis Using Raman-Deuterium Isotope Probing

Wei E. Huang, Yizhi Song, XL Mao, Yiwen Cao, Jingkai Wang, Yiyan Song, Zhiqiang Zhang, Junchi Xu, Dawei Yu, Ping Xu, Huijie Hu
article en

Abstract

High Resolution Image Download MS PowerPoint Slide Accurate and timely drug susceptibility testing (DST) is essential for tuberculosis (TB) management, especially given the global rise of multidrug-resistant Mycobacterium tuberculosis (MTB). However, conventional phenotypic DST (pDST) is reliable but time-consuming, while molecular assays may fail to detect resistance not associated with known mutations. Here, we report a rapid pDST method using single-cell Raman spectroscopy coupled with deuterium isotope probing (Raman-DIP) to assess MTB metabolic activity when exposed to different antibiotics. The Raman-DIP workflow was specifically optimized for MTB, including antibiotic exposure time and D 2 O labeling conditions. Using five MTB strains and four first-line drugs (rifampicin [RIF], isoniazid [INH], streptomycin [STR], ethambutol [EMB]), we demonstrated categorical resistance classification and determined minimum inhibitory concentrations (MICs) in about 2 days (50 h). In the tested strain set, Raman-DIP clearly discriminated drug-sensitive and drug-resistant strains, showing 100% categorical agreement with the reference broth-based DST method. In simulated sputum samples, Raman-DIP showed 100% classification accuracy in the tested strain set, supporting preliminary feasibility in a sputum-like matrix. Raman-DIP further enabled quantitative MIC determination, with 100% agreement to reference MIC values in the strain–drug combinations examined. This novel workflow directly measures antibiotic-induced metabolic suppression without cultivation, substantially reducing turnaround time to ∼2 days compared with the weeks typically required for conventional pDST. The approach provides both categorical and quantitative phenotypic readouts and is readily adaptable to point-of-care testing (POCT). In conclusion, Raman-DIP provides a rapid, phenotypic-based, and biosafe platform for MTB DST, supporting more timely and individualized TB therapy.

Analytical Chemistry
University of Science and Technology of China (CN), Soochow University (TW), Suzhou University of Science and Technology (CN), University of Oxford (GB), Suzhou Institute of Biomedical Engineering and Technology (CN), The Fifth People’s Hospital of Suzhou (CN)
Jiangsu Commission of Health, National Natural Science Foundation of China, Natural Science Foundation of Jiangsu Province, National Key Research and Development Program of China, Science and Technology Program of Suzhou
Good health and well-being
Openalex Percentile: Top 8%
Tuberculosis Research and Epidemiology
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.