Evidence map›Paper›PMID 40966609›Full record

ArticleThe ISME journal2025

Pore-scale mass transfer heterogeneity shapes nutrient accessibility and functional assembly in porous microbial ecosystems.

Liming Wu, Daixiu Bao, Hui Liao, Meiyu Yan, Yitong Ge, Zinuan Han, Xiaole Xia

Abstract read
In one paragraph

Article in The ISME journal, 2025. 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. Article
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

7 authors.

Liming WuCollege of Food Science and Engineering, Tianjin University of Science and Technology, Tianjin, 300457, P. R. China.
Daixiu BaoCollege of Food Science and Engineering, Tianjin University of Science and Technology, Tianjin, 300457, P. R. China.
Hui LiaoThe Key Laboratory of Industrial Biotechnology, Ministry of Education, School of Biotechnology, Jiangnan University, Wuxi, 214122, P. R. China.
Meiyu YanCollege of Food Science and Engineering, Tianjin University of Science and Technology, Tianjin, 300457, P. R. China.
Yitong GeCollege of Food Science and Engineering, Tianjin University of Science and Technology, Tianjin, 300457, P. R. China.
Zinuan HanCollege of Food Science and Engineering, Tianjin University of Science and Technology, Tianjin, 300457, P. R. China.
Xiaole XiaCollege of Food Science and Engineering, Tianjin University of Science and Technology, Tianjin, 300457, P. R. China.

Funding

National Key Research and Development Program of China 2023YFF1103701
6 · The paper itself

Abstract

Porous ecosystems represent ubiquitous microbial habitats across natural settings including soil, gut tract, and food matrices, where microscale spatial architecture critically shapes microbial colonization and interactions. Yet, the mechanisms of how pore-scale physical constraints influence microbial community assembly and metabolic performance remain poorly understood. Here, we employed a microfluidic platform with tunable inter-pillar spacings, coupled with a multi-omics approach including in situ imaging, exometabolomics, metagenomics, and metatranscriptomics, to investigate how pore-size modulates microbial community dynamics. Comparing representative small (50 μm) and large (150 μm) pore-sizes, we found that larger pore-sizes promoted greater biomass accumulation and significantly enhanced exometabolite production, particularly of amino acids. Microscopy and quantitative assays revealed that 150 μm pores facilitated more efficient substrate degradation, especially of carbohydrates. Taxonomic profiling showed that increasing pore-size reduced community evenness while enhancing richness, selectively enriching carbohydrate-degrading and amino acid-producing taxa, and promoting more complex, positively correlated co-occurrence networks. Metatranscriptomic analysis further demonstrated that larger pore-size significantly upregulated key functional genes involved in substrate degradation, amino acid biosynthesis, and stress response pathways. Fluorescent tracer assays revealed pronounced mass transfer heterogeneity, where smaller pores exhibited prolonged solute persistence and steeper chemical gradients, ultimately restricting substrate availability and microbial activity. Collectively, our results reveal that alleviation of microscale spatial constraints enhances nutrient accessibility, metabolic function, and community organization in porous ecosystems, underscoring the pivotal role of physical microstructure in regulating both the taxonomic composition and functional capacity of microbial ecosystems.

Indexed as

BacteriaEcosystemMicrobiotaNutrientsAmino AcidsBiomassMetagenomicsPorositySoil MicrobiologyAmino AcidsNutrientscommunity assemblyheterogeneitymicrofluidicsporous ecosystemssubstrate degradation

Identifiers

PMID40966609
PMCPMC12499919

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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 OpenQuestion graph.