ArticleJournal of advanced research2025
High-resolution 3D spatial distribution of complex microbial colonies revealed by mass spectrometry imaging.
Article in Journal of advanced research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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Who cites it
9 citing papers in PubMed.
- Transforming Fragile Hydrogel Chips Into Standardized Cartridges via Contact Line Pinning for Robust Microfluidics.Small (Weinheim an der Bergstrasse, Germany) · 2026Article
- UnderstandingMicroorganisms · 2026Review
- Seeing between the lines: matrix-assisted laser desorption/ionization mass spectrometry imaging advances for microbial interactions.Current opinion in microbiology · 2025Review
- From microbes to molecules: unveiling host-microbe interactions with spatial metabolomics.Molecular systems biology · 2025Article
- Mass Spectrometry Imaging: Revolutionizing Molecular Insights in Infectious Diseases Research.Pathogens (Basel, Switzerland) · 2025Review
- Mini Review: Highlight of Recent Advances and Applications of MALDI Mass Spectrometry Imaging in 2024.Analytical science advances · 2025Review
- 3D Mass Spectrometry Imaging as a Novel Screening Method for Evaluating Biocontrol Agents.Journal of agricultural and food chemistry · 2025Article
- Direct 3D Mass Spectrometry Imaging Analysis of Environmental Microorganisms.Molecules (Basel, Switzerland) · 2025Article
- Microbiome in cancer metastasis: biological insights and emerging spatial omics methods.Frontiers in cellular and infection microbiology · 2025Review
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Authors and funding
9 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
introductionBacterial living states and the distribution of microbial colony signaling molecules are widely studied using mass spectrometry imaging (MSI). However, current approaches often treat 3D colonies as flat 2D disks, inadvertently omitting valuable details. The challenge of achieving 3D MSI in biofilms persists due to the unique properties of microbial samples.
objectivesThe study aimed to develop a new biofilm sample preparation method that can realize high-resolution 3D MSI of bacterial colonies to reveal the spatial organization of bacterial colonies.
methodsThis article introduces the moisture-assisted cryo-section (MACS) method, enabling embedding-free sectioning parallel to the growth plane. The MACS method secures intact sections by controlling ambient humidity and slice thickness, preventing molecular delocalization.
resultsCombined with matrix-assisted laser desorption ionization mass spectrometry (MALDI)-MSI, the MACS method provides high-resolution insights into endogenic and exogenous molecule distributions in Pseudomonas aeruginosa (P. aeruginosa) biofilms, including isomeric pairs. Moreover, analyzed colonies are revived into 3D models, vividly depicting molecular distribution from inner to outer layers. Additionally, we investigated metabolite spatiotemporal dynamics in multiple colonies, observing changes over time and distinct patterns in single versus merged colonies. These findings shed light on the repel-merge process for multi-colony formation. Furthermore, our study monitored chemical responses inside biofilms after antibiotic treatment, showing increased antibiotic levels in the outer biofilm layer over time while maintaining low levels in the inner region. Moreover, the MACS method demonstrated its universality and applicability to other bacterial strains.
conclusionThese results unveil complex cell activities within biofilm colonies, offering insights into microbe communities. The MACS method is universally applicable to loosely packed microorganism colonies, overcoming the limitations of previously reported MSI methods. It has great potential for studying bacterial-infected cancer tissues and artificial organs, making it a valuable tool in microbiological research.
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