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
- Wei E. Huang (ORCID: https://orcid.org/0000-0003-1302-6528)
- Yizhi Song (ORCID: https://orcid.org/0000-0002-3005-382X)
- XL Mao
- Yiwen Cao (ORCID: https://orcid.org/0000-0002-0480-8432)
- Jingkai Wang (ORCID: https://orcid.org/0000-0003-3604-9263)
- Yiyan Song (ORCID: https://orcid.org/0000-0001-9418-2965)
- Zhiqiang Zhang (ORCID: https://orcid.org/0000-0001-5418-3584)
- Junchi Xu
- Dawei Yu
- Ping Xu
- Huijie Hu
Institutions
- 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)
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
- 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