Evidence map›Paper›PMID 39679708›Full record

ArticleApplied and environmental microbiology2025

Ecological features of microbial community linked to stochastic and deterministic assembly processes in acid mine drainage.

Zhenghua Liu, Chengying Jiang, Zhuzhong Yin, Ibrahim Ahmed Ibrahim, Teng Zhang, Jing Wen, Lei Zhou, Guoping Jiang, Liangzhi Li, Zhendong Yang and 5 more

Abstract read
In one paragraph

Article in Applied and environmental microbiology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

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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

15 authors.

Zhenghua LiuSchool of Minerals Processing and Bioengineering, Key Laboratory of Biometallurgy of Ministry of Education, Central South University, Changsha, China.ORCID 0000-0002-9857-2941
Chengying JiangState Key Laboratory of Microbial Resources, Institute of Microbiology Chinese Academy of Sciences, Beijing, China.
Zhuzhong YinSchool of Minerals Processing and Bioengineering, Key Laboratory of Biometallurgy of Ministry of Education, Central South University, Changsha, China.
Ibrahim Ahmed IbrahimCentral Metallurgical Research and Development Institute, Cairo, Egypt.
Teng ZhangSchool of Minerals Processing and Bioengineering, Key Laboratory of Biometallurgy of Ministry of Education, Central South University, Changsha, China.
Jing WenSchool of Minerals Processing and Bioengineering, Key Laboratory of Biometallurgy of Ministry of Education, Central South University, Changsha, China.
Lei ZhouHebei Key Laboratory of Highly Efficient Exploitation and Utilization of Radioactive Mineral Resources, Ganchan, China.
Guoping JiangHebei Key Laboratory of Highly Efficient Exploitation and Utilization of Radioactive Mineral Resources, Ganchan, China.
Liangzhi LiSchool of Minerals Processing and Bioengineering, Key Laboratory of Biometallurgy of Ministry of Education, Central South University, Changsha, China.
Zhendong YangSchool of Architecture and Civil Engineering, Chengdu University, Chengdu, Sichuan, China.
Ye HuangState Key Laboratory of Microbial Resources, Institute of Microbiology Chinese Academy of Sciences, Beijing, China.
Zhaoyue YangSchool of Minerals Processing and Bioengineering, Key Laboratory of Biometallurgy of Ministry of Education, Central South University, Changsha, China.
Yabing GuSchool of Minerals Processing and Bioengineering, Key Laboratory of Biometallurgy of Ministry of Education, Central South University, Changsha, China.
Delong MengSchool of Minerals Processing and Bioengineering, Key Laboratory of Biometallurgy of Ministry of Education, Central South University, Changsha, China.
Huaqun YinSchool of Minerals Processing and Bioengineering, Key Laboratory of Biometallurgy of Ministry of Education, Central South University, Changsha, China.ORCID 0000-0002-1215-001X

Funding

MOST | National Key Research and Development Program of China (NKPs) 2023YFE0114500MOST | National Natural Science Foundation of China (NSFC) 92351303Postdoctoral Fellowship Program of CPSF BX20230437
6 · The paper itself

Abstract

Ecological processes greatly shape microbial community assembly, but the driving factors remain unclear. Here, we compiled a metagenomic data set of microbial communities from global acid mine drainage (AMD) and explored the ecological features of microbial community linked to stochastic and deterministic processes from the perspective of species niche position, interaction patterns, gene functions, and viral infection. Our results showed that dispersal limitation (DL) (48.5%~93.5%) dominated the assembly of phylogenetic bin in AMD microbial community, followed by homogeneous selection (HoS) (3.1%~39.2%), heterogeneous selection (HeS) (1.4%~22.2%), and drift (DR) (0.2%~2.7%). The dominant process of dispersal limitation was significantly influenced by niche position in temperature ( IMPORTANCE: Unraveling the forces driving community assemblage is a core issue in microbial ecology, but how ecological constraints impose stochasticity and determinism remains unknown. This study presents a comprehensive investigation to uncover the association of ecological processes with species niche position, interaction patterns, microbial metabolisms, and viral infections, which provides novel insights into community assembly in extreme environments.

Indexed as

BacteriaMicrobiotaMiningAcidsPhylogenyStochastic ProcessesAcidsacid mine drainagecommunity assemblyfunction genesmetagenomespecies interaction

Identifiers

PMID39679708
PMCPMC11784436

What OpenQuestion holds

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Registered trials

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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.