Evidence map›Paper›PMID 41677412›Full record

ArticleAnalytical chemistry2026

SERS-Based Universal AST: Rapid Treatment Guidance for Blood-Culture Bacteria before Species Identification.

Yin-Yi Han, Yu-Tsung Huang, Dai-Feng Li, Ko-Lun Chen, Yi Chi, Hsin-Mei Tsai, Ho-Wen Cheng, Juen-Kai Wang, Yuh-Lin Wang

Abstract read
In one paragraph

Article in Analytical chemistry, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Yin-Yi HanDepartment of Anesthesiology, National Taiwan University College of Medicine, Taipei 100225, Taiwan.ORCID 0000-0001-8831-7835
Yu-Tsung HuangDivision of Laboratory Medicine, Department of Internal Medicine, National Taiwan University Hospital, Taipei 100225, Taiwan.
Dai-Feng LiDivision of Laboratory Medicine, Department of Internal Medicine, National Taiwan University Hospital, Taipei 100225, Taiwan.
Ko-Lun ChenInstitute of Atomic and Molecular Sciences, Academia Sinica, Taipei 106319, Taiwan.
Yi ChiInstitute of Atomic and Molecular Sciences, Academia Sinica, Taipei 106319, Taiwan.
Hsin-Mei TsaiInstitute of Atomic and Molecular Sciences, Academia Sinica, Taipei 106319, Taiwan.
Ho-Wen ChengInstitute of Atomic and Molecular Sciences, Academia Sinica, Taipei 106319, Taiwan.
Juen-Kai WangInstitute of Atomic and Molecular Sciences, Academia Sinica, Taipei 106319, Taiwan.ORCID 0000-0001-9761-7397
Yuh-Lin WangInstitute of Atomic and Molecular Sciences, Academia Sinica, Taipei 106319, Taiwan.ORCID 0000-0001-5920-3468

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

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.

Indexed as

Anti-Bacterial AgentsBacteriaGram-Negative BacteriaGram-Positive BacteriaSpectrum Analysis, RamanBlood CultureHumansMicrobial Sensitivity TestsAnti-Bacterial Agents

Identifiers

PMID41677412
PMCPMC12961638

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.