Skip to main navigation Skip to search Skip to main content

Application of Rapid Evaporative Ionization Mass Spectrometry (REIMS) to Identify Antimicrobial Resistance in Uropathogenic Escherichia coli (UPEC) Isolates via Deuterium Isotope Probing

  • Sahand Shams
  • , Sara Sadia Chowdhury
  • , Joel Doherty
  • , Shwan Ahmed
  • , Dakshat Trivedi
  • , Yun Xu
  • , Joscelyn Sarsby
  • , Claire E. Eyers
  • , Adam Burke
  • , Royston Goodacre
  • , Howbeer Muhamadali
  • University of Liverpool

Research output: Contribution to journalArticlepeer-review

Abstract

Antimicrobial resistance (AMR) continues to pose a significant threat to global health, undermining advances in modern medicine and increasing mortality from previously treatable infections. Rapid and accurate antimicrobial susceptibility testing (AST) is critical, both for effective judicious treatment and controlling the spread of AMR. For the first time, we demonstrate the application of rapid evaporative ionization mass spectrometry (REIMS), combined with deuterium isotope probing (DIP), as a novel approach for identifying AMR in uropathogenic Escherichia coli (UPEC) isolates within only a 1 h incubation period. By directly analyzing bacterial samples without extensive preparation, REIMS serves as a rapid fingerprinting tool, employing DIP and multivariate statistical analysis to provide AST profiling of UPEC isolates. Distinct clustering patterns were observed between trimethoprim-susceptible and trimethoprim-resistant UPEC isolates grown in media containing 10% deuterium oxide (D2O). TMP-susceptible isolates treated with trimethoprim displayed no significant deuterium incorporation, serving as an indicator of a lower metabolic activity resulting from antimicrobial action. We also demonstrated the ability to differentiate the origin of heavy water, confirming that deuterium incorporation was a biological process rather than of extracellular origin resulting from chemical processes. Several mass spectral bins showed patterns consistent with deuterated phospholipid species, including those in the expected mass range for phosphatidylethanolamine (PE) and phosphatidylglycerol (PG), which are the most abundant phospholipids in E. coli. However, these annotations remain tentative, as no structural confirmation (e.g., MS/MS) was performed. These findings suggest that REIMS, combined with DIP and multivariate statistical analysis, serves as an efficient fast workflow for the rapid detection of AMR.

Original languageEnglish
Pages (from-to)18444-18452
Number of pages9
JournalAnalytical Chemistry
Volume97
Issue number34
DOIs
Publication statusPublished - 22 Aug 2025
Externally publishedYes

Fingerprint

Dive into the research topics of 'Application of Rapid Evaporative Ionization Mass Spectrometry (REIMS) to Identify Antimicrobial Resistance in Uropathogenic Escherichia coli (UPEC) Isolates via Deuterium Isotope Probing'. Together they form a unique fingerprint.

Cite this