SERS-Based Universal AST: Rapid Treatment Guidance for Blood-Culture Bacteria before Species Identification
Rapid antimicrobial susceptibility testing (AST) is essential for managing bloodstream infections with high mortality, yet most current methods require prior identification of bacterial species, limiting their speed and applicability. To address these limitations, we developed SERS-Uni-AST, a species-independent platform based on surface-enhanced Raman scattering (SERS) that monitors the metabolic responses of bacteria to antibiotics through label-free detection. This approach eliminates the need for species identification, simplifying the testing workflow, and expands applicability to rare or previously unknown bacterial species while significantly reducing turnaround time. Validated on 191 clinical blood-culture isolates encompassing 43 bacterial species and 7 clinically relevant antibiotics, SERS-Uni-AST achieved 92% categorical agreement with standard testing within 5 h. The method demonstrated robust performance across Gram-positive and Gram-negative bacteria, including ESKAPE pathogens, using a predefined, species-independent decision threshold. By enabling timely, susceptibility-guided antimicrobial therapy, SERS-Uni-AST supports early treatment optimization and aligns with the goals of the Surviving Sepsis Campaign and WHO antimicrobial stewardship initiatives.
Authors
- Hsin-Mei Tsai
- Yi Chi
- Yi-Xiang Wang (ORCID: https://orcid.org/0000-0002-4021-4228)
- Yuh-Lin Wang
- Ho-Wen Cheng
- Yu-Tsung Huang
- Dai-Feng Li
- Yin-Yi Han
Institutions
- National Taiwan University (TW)
- Laboratory of Molecular Genetics (PL)
- Yukhnovskii Institute for Condensed Matter Physics of the National Academy of Sciences of Ukraine (UA)
- National Taiwan University Hospital (TW)
- Academia Sinica (TW)
Publication Details
- Journal
- Analytical Chemistry
- Published
- 2026-02-12
- DOI
- https://doi.org/10.1021/acs.analchem.5c04833
- Primary Topic
- Bacterial Identification and Susceptibility Testing
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Science and Technology Council