Evidence map›Paper›PMID 41842988›Full record

ReviewArchives of microbiology2026

Applications and technical challenges of MALDI mass spectrometry imaging in microbial ecosystems and metabolic network research.

Dongxue Wang, Danni Feng, Yang Yang, Hailong Xie, Lin Liu

Abstract readReview
PubMed Publisher
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Dongxue WangCollege of Pharmacy, Harbin University of Commerce, 138 Tongda road, Harbin, 150076, China.
Danni FengCollege of Pharmacy, Harbin University of Commerce, 138 Tongda road, Harbin, 150076, China.
Yang YangCollege of Pharmacy, Harbin University of Commerce, 138 Tongda road, Harbin, 150076, China.
Hailong XieCollege of Pharmacy, Heilongjiang University of Chinese Medicine, Heping road, Harbin, 150040, China. 59116830@qq.com.
Lin LiuCollege of Pharmacy, Harbin University of Commerce, 138 Tongda road, Harbin, 150076, China. liulinyx@163.com.

Funding

Basic Research Support Programme for Outstanding Young Teachers in Provincial Undergraduate Colleges and Universities of the Department of Education YQJH2023244Heilongjiang Provincial Administration of Traditional Chinese Medicine ZHY2024-289Natural Science Foundation of Heilongjiang Province LH2022H087
6 · The paper itself

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

BacteriaEcosystemMetabolic Networks and PathwaysMicrobiotaSpectrometry, Mass, Matrix-Assisted Laser Desorption-IonizationBiofilmsBiofilmsMALDI mass spectrometry imagingMicrobe–host interactionsMicrobial ecosystemsSpatial metabolomics

Identifiers

What Socratic holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.