Evidence map›Paper›PMID 42032767›Full record

ArticleEnvironmental microbiome2026

Microbial community succession along the entrance to distant zone in karst cave ecosystem: community assembly and distance decay patterns in weathered rock and sediment habitats.

Jiaming Du, Liyuan Ma, Xinping Huang, Xiaolu Lu, Hongmei Wang

Abstract read
In one paragraph

Article in Environmental microbiome, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Jiaming DuHubei Key Laboratory of Wetland Evolution and Ecological Restoration, School of Environmental Studies, China University of Geosciences, Wuhan, 430074, China.
Liyuan MaHubei Key Laboratory of Wetland Evolution and Ecological Restoration, School of Environmental Studies, China University of Geosciences, Wuhan, 430074, China. maly@cug.edu.cn.
Xinping HuangHubei Key Laboratory of Wetland Evolution and Ecological Restoration, School of Environmental Studies, China University of Geosciences, Wuhan, 430074, China.
Xiaolu LuHubei Key Laboratory of Wetland Evolution and Ecological Restoration, School of Environmental Studies, China University of Geosciences, Wuhan, 430074, China.
Hongmei WangHubei Key Laboratory of Wetland Evolution and Ecological Restoration, School of Environmental Studies, China University of Geosciences, Wuhan, 430074, China. wanghmei04@163.com.

Funding

National Natural Science Foundation of China 91951208
6 · The paper itself

Abstract

backgroundMicrobial communities in karst caves represent highly specialized and distinct assemblages shaped by the unique physicochemical properties of cave environments. Although recent research has advanced our understanding of community composition, the underlying assembly mechanisms and spatial structuring processes, including distance decay relationships, remain insufficiently resolved. The aim of this research was to elucidate the community assembly mechanisms and distance decay patterns of microbial communities in weathered rock and sediment habitats.

resultsWe analyzed 16S rRNA gene sequencing data from 333 weathered rock and sediment samples collected across karst caves in the southwestern region of China, India, Italy, and Mexico. Distinct microbial communities were observed between weathered rock and sediment habitats, with sediment communities showing higher alpha diversity and more pronounced compositional shifts with increasing distance from the entrance. Both weathered rock and sediment communities showed distance-decay relationships, suggesting that geographic distance contributes to microbial community differentiation in caves. Moreover, stochastic processes, particularly dispersal limitation, play a dominant role in the assembly of microbial communities in both weathered rock and sediment. However, the influence of ecological drift is more prominent at local scales but declines at larger spatial scales. Sediment habitat and photic zone have higher connectivity, meaning the stable subgroups were formed to enhance ecological adaptability.

conclusionThis study revealed that microbial communities in karst caves are strongly shaped by habitat type, the distance from the cave entrance, and spatial scale. The observed distance-decay patterns indicate that geographic distance contributes to microbial community differentiation in caves, but its influence is weaker than that of local environmental and habitat-specific controls. Stochastic processes dominate community assembly, with dispersal limitation as the key mechanism. The findings provide new insights into the ecological mechanisms underlying microbial distribution in extreme subsurface environments and highlight the importance of integrating large-scale datasets for understanding microbial biogeography in karst systems.

Indexed as

Cave microbesCommunity assemblyDistance decayKarst cavesSedimentWeathered rock

Identifiers

PMID42032767
PMCPMC13244834

What OpenQuestion holds

Textmetadata
LicenceCC BY
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 OpenQuestion graph.