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Rapid Identification of Gram Negative Bacteria from Blood Culture Broth Using MALDI-TOF Mass Spectrometry
Published on: May 28, 2014
SERS-Based Universal AST: Rapid Treatment Guidance for Blood-Culture Bacteria before Species Identification
Yin-Yi Han1,2, Yu-Tsung Huang3, Dai-Feng Li3
1Department of Anesthesiology, National Taiwan University College of Medicine, Taipei 100225, Taiwan.
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.
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