ArticleAnalytical chemistry2026
SERS-Based Universal AST: Rapid Treatment Guidance for Blood-Culture Bacteria before Species Identification.
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.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors.
Funding
No grant is acknowledged in the PubMed record.
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
Identifiers
What OpenQuestion holds
Registered trials
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.