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A ROS-based droplet microfluidic platform for rapid antimicrobial susceptibility testing and single-cell heterogeneity analysis

  • Jae Seong Kim
  • , Bo Hyeon Hwang
  • , Jingyeong Kim
  • , Hee Yeong Heo
  • , Hyeonji Song
  • , Atasi Hazra
  • , Jae Seok Kim
  • , Wooseong Kim
  • , Chang Soo Lee

Research output: Contribution to journalArticlepeer-review

1 Scopus citations

Abstract

Rapid and accurate antimicrobial susceptibility testing (AST) is crucial for combating the global health threat of antimicrobial resistance (AMR), yet current clinical methods require multi-step incubations. Here, we present a reactive oxygen species (ROS)-based droplet microfluidic platform for single-cell AST. This microfluidic device enables the real-time detection of antibiotic-induced ROS generation, allowing for the determination of minimum inhibitory concentrations (MICs) within 90 min. In our microfluidic device, bacteria, ROS-sensitive dye, and antibiotics are co-encapsulated into droplets to create a controlled concentration gradient. By quantifying the fold change of normalized ROS, we determined MIC values that achieved high concordance (R² > 0.95) with the gold-standard broth microdilution (BMD) across eight antibiotics tested against Escherichia coli and Staphylococcus aureus . Application to 20 clinical isolates, including MRSA, multidrug-resistant S. aureus , colistin-resistant, and susceptible E. coli , also demonstrated accurate MIC calls within ±1 two-fold dilution of BMD results. This high concordance suggests the robustness of our platform and its potential for reliable use in real-world clinical settings. Furthermore, this approach revealed subpopulations with reduced ROS responses, uncovering phenotypic heterogeneity and potential persister-like cells that are often overlooked by bulk assays. Our approach not only reduces AST time but also provides a versatile platform for both high-throughput, clinically relevant framework for point-of-care diagnostics and advanced mechanistic insight of antibiotic action and resistance at the single-cell level. This capability promises to bridge the critical gap between the diagnosis and effective treatment, thereby paving the way for improved patient outcomes.

Original languageEnglish
Article number139747
JournalSensors and Actuators, B: Chemical
Volume458
DOIs
StatePublished - 1 Jul 2026

Bibliographical note

Publisher Copyright:
© 2026 Elsevier B.V.

Keywords

  • Antimicrobial resistance (AMR)
  • Antimicrobial susceptibility testing (AST)
  • Droplet microfluidics
  • Phenotypic heterogeneity
  • Reactive oxygen species (ROS)
  • Single-cell analysis

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