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Application of Rapid Evaporative Ionization Mass Spectrometry (REIMS) to identify antimicrobial resistance in Uropathogenic Escherichia coli (UPEC) isolates via deuterium isotope probing

Application of Rapid Evaporative Ionization Mass Spectrometry (REIMS) to identify antimicrobial resistance in Uropathogenic Escherichia coli (UPEC) isolates via deuterium isotope probing
Application of Rapid Evaporative Ionization Mass Spectrometry (REIMS) to identify antimicrobial resistance in Uropathogenic Escherichia coli (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 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 (D 2O). 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.

Anti-Bacterial Agents/pharmacology, Deuterium/chemistry, Drug Resistance, Bacterial/drug effects, Humans, Mass Spectrometry/methods, Microbial Sensitivity Tests, Trimethoprim/pharmacology, Uropathogenic Escherichia coli/drug effects
0003-2700
18444-18452
Shams, Sahand
624bd3c3-e7ac-4887-94a2-78e7346820d8
Chowdhury, Sara Sadia
725a4bba-da4d-4e97-878a-41d830ba7227
Doherty, Joel
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Ahmed, Shwan
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Trivedi, Dakshat
0306079b-4ce0-468f-85ff-181aecca2619
Xu, Yun
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Sarsby, Joscelyn
ec06ca2d-686e-4e2f-a2b5-e5b0f889e572
Eyers, Claire E
0037611c-7765-4643-9091-2f2261d4275b
Burke, Adam
fd510c27-933a-442b-b3bb-3caf9bad8b8d
Goodacre, Royston
44cc069e-26e3-4003-8375-82fc3e13cac1
Muhamadali, Howbeer
c0fbfd3f-2b73-4325-8876-c03a81281883
Shams, Sahand
624bd3c3-e7ac-4887-94a2-78e7346820d8
Chowdhury, Sara Sadia
725a4bba-da4d-4e97-878a-41d830ba7227
Doherty, Joel
b0686704-b5f5-4e94-abcb-cc8f27571d65
Ahmed, Shwan
9ba5daeb-eb87-4e1d-836d-6e30a6234377
Trivedi, Dakshat
0306079b-4ce0-468f-85ff-181aecca2619
Xu, Yun
061a29cf-0df1-4c62-b133-65256100bcef
Sarsby, Joscelyn
ec06ca2d-686e-4e2f-a2b5-e5b0f889e572
Eyers, Claire E
0037611c-7765-4643-9091-2f2261d4275b
Burke, Adam
fd510c27-933a-442b-b3bb-3caf9bad8b8d
Goodacre, Royston
44cc069e-26e3-4003-8375-82fc3e13cac1
Muhamadali, Howbeer
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Shams, Sahand, Chowdhury, Sara Sadia, Doherty, Joel, Ahmed, Shwan, Trivedi, Dakshat, Xu, Yun, Sarsby, Joscelyn, Eyers, Claire E, Burke, Adam, Goodacre, Royston and Muhamadali, Howbeer (2025) Application of Rapid Evaporative Ionization Mass Spectrometry (REIMS) to identify antimicrobial resistance in Uropathogenic Escherichia coli (UPEC) isolates via deuterium isotope probing. Analytical Chemistry, 97 (34), 18444-18452. (doi:10.1021/acs.analchem.5c00667).

Record type: Article

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 (D 2O). 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.

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More information

Accepted/In Press date: 15 August 2025
e-pub ahead of print date: 22 August 2025
Published date: 2 September 2025
Keywords: Anti-Bacterial Agents/pharmacology, Deuterium/chemistry, Drug Resistance, Bacterial/drug effects, Humans, Mass Spectrometry/methods, Microbial Sensitivity Tests, Trimethoprim/pharmacology, Uropathogenic Escherichia coli/drug effects

Identifiers

Local EPrints ID: 504327
URI: http://eprints.soton.ac.uk/id/eprint/504327
ISSN: 0003-2700
PURE UUID: 0e59ca99-a501-4626-b8a9-e51857ad80ff
ORCID for Dakshat Trivedi: ORCID iD orcid.org/0009-0008-9966-0637

Catalogue record

Date deposited: 04 Sep 2025 16:45
Last modified: 05 Sep 2025 02:10

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Contributors

Author: Sahand Shams
Author: Sara Sadia Chowdhury
Author: Joel Doherty
Author: Shwan Ahmed
Author: Dakshat Trivedi ORCID iD
Author: Yun Xu
Author: Joscelyn Sarsby
Author: Claire E Eyers
Author: Adam Burke
Author: Royston Goodacre
Author: Howbeer Muhamadali

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