Evidence map›Paper›PMID 40732120›Full record

ArticleMicroorganisms2025

Salinity Gradients Override Hydraulic Connectivity in Shaping Bacterial Community Assembly and Network Stability at a Coastal Aquifer-Reservoir Interface.

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

Abstract read
In one paragraph

Article in Microorganisms, 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.

Cuixia ZhangSchool of Ocean and Environment, Tianjin University of Science and Technology, Tianjin 300457, China.ORCID 0000-0003-3768-6205
Haiming LiSchool of Ocean and Environment, Tianjin University of Science and Technology, Tianjin 300457, China.
Mengdi LiSchool of Ocean and Environment, 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.
Sihui SuSchool of Ocean and Environment, Tianjin University of Science and Technology, Tianjin 300457, China.
Xiaodong ZhangSchool of Ocean and Environment, Tianjin University of Science and Technology, Tianjin 300457, China.
Han XiaoChinese Research Academy of Environmental Sciences, Beijing 100012, China.

Funding

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

Abstract

The coastal zone presents complex hydrodynamic interactions among inland groundwater, reservoir water, and intruding seawater, with important implications for ecosystem functioning and water quality. However, the relative roles of hydraulic connectivity and seawater-driven salinity gradients in shaping microbial communities at the aquifer-reservoir interface remain unclear. Here, we integrated hydrochemical analyses with high-throughput 16S rRNA gene sequencing to investigate bacterial community composition, assembly processes, and co-occurrence network patterns across groundwater_in (entering the reservoir), groundwater_out (exiting the reservoir), and reservoir water in a coastal system. Our findings reveal that seawater intrusion exerts a stronger influence on groundwater_out, leading to distinct chemical profiles and salinity-driven environmental filtering, whereas hydraulic connectivity promotes greater microbial similarity between groundwater_in and reservoir water. Groundwater samples exhibited higher alpha and beta diversity compared to the reservoir, with dominant taxa such as Comamonadaceae, Flavobacteriaceae, and Rhodobacteraceae serving as indicators of seawater intrusion. Community assembly analyses showed that homogeneous selection predominated, especially under strong salinity gradients, while dispersal limitation and spatial distance also contributed in areas of reduced connectivity. Key chemical factors, including TDS, Na

Indexed as

bacterial communitycoastal reservoircommunity assemblyco-occurrence networkshydraulic connectivityshallow aquifer

Identifiers

PMID40732120
PMCPMC12300386

What OpenQuestion holds

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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.