Simplified molecular imaging analysis of excreted microbial metabolites using a benchtop MALDI-TOF system
Posters | 2023 | Shimadzu | ASMSInstrumentation
The ability to map microbial metabolites directly in biofilms provides critical insights for healthcare, environmental and industrial microbiology. Understanding spatial distributions of quorum sensing molecules and lipids informs infection diagnostics, biofilm control strategies and interspecies interaction studies.
This work evaluates a cost-effective benchtop MALDI-TOF system for imaging excreted metabolites from Pseudomonas aeruginosa biofilms, both in mono- and polymicrobial cultures with Staphylococcus aureus and Candida albicans. Complementary LESA-MS profiling on Orbitrap platforms delivers high-accuracy mass measurements and structural assignments.
Biofilms were grown on a thin agar layer deposited over MALDI targets. After 24 h incubation, colonies were removed and slides dried. Matrix deposition used automated sublimation of 9-aminoacridine. Imaging data were acquired in negative ion mode on the MALDI-8030. LESA sampling employed 1:1 methanol:water for quorum sensing metabolites and 2:1 chloroform:methanol for rhamnolipids, with MS and MS/MS analyses performed on Orbitrap instruments.
MALDI imaging visualized homogenous distributions of HHQ, NHQ, PQS and rhamnolipids beneath biofilm sites. Co-culture with S. aureus or C. albicans significantly decreased signal intensities, reflecting competitive interactions. LESA-MS data corroborated these reductions and provided accurate mass values (±5 ppm) and MS/MS confirmation of compound identities. Notably, HHQ levels rose in the presence of S. aureus by LESA-MS, although MALDI images showed low HHQ signal during co-culture.
Advances may include higher spatial resolution imaging, integration of real-time MALDI monitoring, multiplexed detection of broader metabolite classes and application to clinical diagnostics. Coupling imaging with deeper MS/MS workflows and machine learning-based data analysis will further elucidate microbial interactions.
This study demonstrates that entry-level MALDI-TOF imaging, combined with LESA-MS profiling, can effectively map and characterize microbial exometabolites in biofilms. The approach offers a practical platform for spatial metabolomics in microbiology research and applied biofilm analysis.
MALDI, LC/TOF, LC/MS
IndustriesClinical Research
ManufacturerShimadzu
Summary
Significance of the Topic
The ability to map microbial metabolites directly in biofilms provides critical insights for healthcare, environmental and industrial microbiology. Understanding spatial distributions of quorum sensing molecules and lipids informs infection diagnostics, biofilm control strategies and interspecies interaction studies.
Study Objectives and Overview
This work evaluates a cost-effective benchtop MALDI-TOF system for imaging excreted metabolites from Pseudomonas aeruginosa biofilms, both in mono- and polymicrobial cultures with Staphylococcus aureus and Candida albicans. Complementary LESA-MS profiling on Orbitrap platforms delivers high-accuracy mass measurements and structural assignments.
Used Instrumentation
- Shimadzu MALDI-8030 dual polarity benchtop MALDI-TOF (200 Hz solid-state laser, 355 nm; load-lock chamber; <55 dB operation)
- iMLayer™ automated 9-aminoacridine matrix sublimation device
- Advion LESA extraction system
- Thermo Orbitrap Exactive and Q Exactive mass spectrometers for LESA-MS and MS/MS
Methodology
Biofilms were grown on a thin agar layer deposited over MALDI targets. After 24 h incubation, colonies were removed and slides dried. Matrix deposition used automated sublimation of 9-aminoacridine. Imaging data were acquired in negative ion mode on the MALDI-8030. LESA sampling employed 1:1 methanol:water for quorum sensing metabolites and 2:1 chloroform:methanol for rhamnolipids, with MS and MS/MS analyses performed on Orbitrap instruments.
Key Results and Discussion
MALDI imaging visualized homogenous distributions of HHQ, NHQ, PQS and rhamnolipids beneath biofilm sites. Co-culture with S. aureus or C. albicans significantly decreased signal intensities, reflecting competitive interactions. LESA-MS data corroborated these reductions and provided accurate mass values (±5 ppm) and MS/MS confirmation of compound identities. Notably, HHQ levels rose in the presence of S. aureus by LESA-MS, although MALDI images showed low HHQ signal during co-culture.
Benefits and Practical Applications
- Accessible imaging of microbial metabolites using affordable benchtop hardware
- Combined spatial and compositional analysis enhances understanding of biofilm chemistry
- Potential application in infection biomarker mapping and antimicrobial development
Future Trends and Opportunities
Advances may include higher spatial resolution imaging, integration of real-time MALDI monitoring, multiplexed detection of broader metabolite classes and application to clinical diagnostics. Coupling imaging with deeper MS/MS workflows and machine learning-based data analysis will further elucidate microbial interactions.
Conclusion
This study demonstrates that entry-level MALDI-TOF imaging, combined with LESA-MS profiling, can effectively map and characterize microbial exometabolites in biofilms. The approach offers a practical platform for spatial metabolomics in microbiology research and applied biofilm analysis.
References
- Jamal M., et al. JCMA, 2018.
- Barr H.L., et al. ERJ, 2015.
- Robertson S., et al. Analytical Chemistry, 2023.
- Michelsen C.F., et al. ISME, 2016.
Content was automatically generated from an orignal PDF document using AI and may contain inaccuracies.
Similar PDF
Re-discovering Bacterial Biofilm Heterogeneity with MALDI Imaging Mass Spectrometry
2018|Bruker|Applications
25 YEARS MALDI Re-discovering Bacterial Biofilm Heterogeneity with MALDI Imaging Mass Spectrometry Biofilms are multicellular microbial communities where cells stick to each other and often adhere to a surface. The study of biofilms is important given that most infections in…
Key words
biofilm, biofilmcalprotectin, calprotectinbiofilms, biofilmsbacterial, bacterialnutrient, nutrientmaldi, maldiimaging, imaginguntreated, untreatedprotein, proteinbruker, brukergrossly, grosslydissected, dissectedheterogeneity, heterogeneityhost, hostrapiflex
Large scale MALDI-TOF imaging of metabolites from filamentous fungi
2018|Bruker|Applications
Large scale MALDI-TOF imaging of metabolites from filamentous fungi MALDI-TOF imaging has proved a very useful research tool as it can rapidly produce high spatial resolution images with minimal sample preparation. However, a major drawback of MALDI-TOF based imaging can…
Key words
imaging, imagingagar, agarcolonies, coloniesfungal, fungalmatrix, matrixcolony, colonypieces, piecesmaldi, maldifilamentous, filamentousfungi, fungiplate, platesections, sectionspetri, petriexcised, excisedimage
Bruker MRMS Applications Handbook
2020|Bruker|Guides
MRMS Applications Handbook Cutting-Edge Research in MALDI Imaging, Metabolomics/Phenomics, Native MS and Petroleomics Innovation with Integrity MRMS Dear Mass Spec Customer, Thank you for your interest in Bruker's scimaX® and solariX-series instruments. Powered by MRMS (Magnetic Resonance Mass Spectrometry), this…
Key words
maldi, maldiimaging, imagingmrms, mrmsbruker, brukermass, masssolarix, solarixmolecular, molecularwere, werespectrometry, spectrometrytissue, tissuedaltonics, daltonicsreserves, reservescontinually, continuallymetabolites, metabolitescrude
Interrogation of the Spatial Metabolome of Ginkgo biloba with high-resolution MALDI and LDI Mass Spectrometry Imaging
2019|Bruker|Applications
Interrogation of the Spatial Metabolome of Ginkgo biloba with high-resolution MALDI and LDI Mass Spectrometry Imaging MALDI Imaging was used to unravel distinct spatial metabolomics in leaf cross sections. Introduction Ginkgo biloba is the only extant species in the division…
Key words
maldi, maldiginkgo, ginkgoimaging, imagingspraying, sprayingflavonoid, flavonoidbiloba, bilobadhb, dhbleaf, leafultraflextreme, ultraflextremewet, wetepidermis, epidermistof, tofsecretory, secretorywere, weremetabolites