ReviewArchives of microbiology2026
Applications and technical challenges of MALDI mass spectrometry imaging in microbial ecosystems and metabolic network research.
Review in Archives of microbiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
1 citing paper in PubMed.
- Cracking the Hard Seed: Molecular Mechanisms and Multi-Omics Insights into Seed Dormancy and Germination in the GenusInternational journal of molecular sciences · 2026Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
Abstract
Microbial communities are highly organized systems in which metabolic activities, functional states, and interspecies interactions are distributed across distinct spatial microenvironments. Conventional microbiological and omics approaches rely largely on bulk measurements or sample homogenization and therefore provide limited insight into spatial heterogeneity and localized metabolic processes. Matrix-assisted laser desorption/ionization mass spectrometry imaging (MALDI-MSI) has emerged as a label-free analytical technique that enables in situ, spatially resolved visualization of metabolites, lipids, peptides, and proteins within intact biological samples, offering a powerful approach for investigating complex microbial systems. This review summarizes the technological development of MALDI-MSI and its applications in spatial microbial metabolism and ecosystem research, including the analysis of metabolic heterogeneity and functional compartmentalization in biofilms, molecular profiling of microbial individuals and populations, and stratified metabolic organization in complex environmental samples. Applications of MALDI-MSI in studies of microbe–host–environment interactions and antimicrobial research are also discussed, with emphasis on spatial mapping of chemical communication, host responses, and antimicrobial distribution within infected microenvironments. Finally, current technical challenges and future perspectives are outlined, highlighting the importance of multimodal integration and advanced data analysis strategies. Overall, MALDI-MSI represents a versatile platform for spatially resolved molecular analysis in microbiology, linking microbial metabolic function with ecological and pathological contexts.
Indexed as
Identifiers
41842988What Socratic holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.