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

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 <i>Escherichia coli</i> (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 (D<sub>2</sub>O). 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 <i>E. coli</i>. 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.

Authors

Institutions

Publication Details

Journal
Analytical Chemistry
Published
2025-08-22
DOI
https://doi.org/10.1021/acs.analchem.5c00667
Primary Topic
Bacterial Identification and Susceptibility Testing
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

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

Claire E. Eyers, Howbeer Muhamadali, Sara Sadia Chowdhury, Joscelyn Sarsby et al.
Analytical Chemistry
Bacterial Identification and Susceptibility Testing
article

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

Claire E. Eyers, Howbeer Muhamadali, Sara Sadia Chowdhury, Joscelyn Sarsby, Royston Goodacre, Shwan Ahmed, Yun Xu, Sahand Shams, J Doherty, Dakshat Trivedi, Adam Burke
article en

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 <i>Escherichia coli</i> (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 (D<sub>2</sub>O). 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 <i>E. coli</i>. 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.

Analytical ChemistryVol. 97(34)
University of Liverpool (GB), Systems Biology Institute (JP), Proteome Sciences (United Kingdom) (GB)
University of Liverpool
Clean water and sanitation
Openalex Percentile: Top 75%
Bacterial Identification and Susceptibility Testing
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.