Evidence map›Paper›PMID 41007435›Full record

ArticleBiology2025

Contrasting Assembly and Network Roles of Abundant and Rare Bacteria in Reservoir and Soil Habitats.

Cuixia Zhang, Haiming Li, Mengdi Li, Sihui Su, Han Xiao, Xiaodong Zhang, Qian Zhang

Abstract read
In one paragraph

Article in Biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. 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.

Cuixia ZhangCollege of Marine and Environmental Sciences, Tianjin University of Science and Technology, Tianjin 300457, China.ORCID 0000-0003-3768-6205
Haiming LiCollege of Marine and Environmental Sciences, Tianjin University of Science and Technology, Tianjin 300457, China.
Mengdi LiCollege of Marine and Environmental Sciences, Tianjin University of Science and Technology, Tianjin 300457, China.
Sihui SuCollege of Marine and Environmental Sciences, Tianjin University of Science and Technology, Tianjin 300457, China.
Han XiaoChinese Research Academy of Environmental Sciences, Beijing 100012, China.
Xiaodong ZhangCollege of Marine and Environmental Sciences, Tianjin University of Science and Technology, Tianjin 300457, China.
Qian ZhangBinhai Laboratory of Groundwater Utilization and Protection, Tianjin University of Science and Technology, Tianjin 300457, China.

Funding

National Natural Science Foundation of China 42072288National Natural Science Foundation of China 42102299
6 · The paper itself

Abstract

Reservoir water and the adjacent soil are ecologically interconnected yet distinct microhabitats in saline coastal wetland ecosystems, but direct comparisons of their bacterial community composition and assembly remain limited. Here, we integrated high-throughput 16S rRNA gene sequencing with statistical, null model, and network analyses to compare diversity patterns, assembly mechanisms, and interactions of abundant and rare bacterial taxa in both habitats. Soil communities exhibited greater taxonomic diversity but a lower overall abundance, while reservoir communities displayed a pronounced vertical stratification, in contrast to the more spatially uniform soil communities at the sampled scale. Key environmental drivers differed: salinity (reflecting the harsh saline context) and nutrient levels structured reservoir communities, whereas the nutrient availability and cation exchange capacity predominated in soils. Stochastic processes mainly governed the assembly of abundant taxa in both habitats, whereas deterministic selection more strongly structured rare taxa, especially in soils subject to harsh saline conditions. The co-occurrence network analysis revealed higher connectivity and modularity in soils, with moderate taxa acting as critical connectors between modules. In contrast, rare taxa played a pivotal role in sustaining network stability in the reservoir. Together, these findings demonstrate distinct, habitat-dependent assembly mechanisms and ecological roles of abundant and rare bacterial taxa in saline coastal wetland microhabitats, providing insights that can inform wetland conservation and ecosystem management.

Indexed as

abundant taxabacterial communitycommunity assemblyco-occurrence networksdiversityrare taxareservoirsaline wetlandsoil

Identifiers

PMID41007435
PMCPMC12467908

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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.