Evidence map›Paper›PMID 42606184›Full record

ArticleMicrobiology spectrum2026

Insights into the assembly mechanisms, co-occurrence patterns, and functional roles of bacterial community in an estuary system.

Yongjie Wu, Yang Zhang, Zhiwen Luo, Cheng Wang, Changdong Ke, Kaiming Li, Bixian Mai, Renren Wu

Abstract read
In one paragraph

Article in Microbiology spectrum, 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

8 authors.

Yongjie WuState Environmental Protection Key Laboratory of Water Environmental Simulation and Pollution Control, South China Institute of Environmental Sciences, Ministry of Ecology and Environment of the People's Republic of China, Guangzhou, People's Republic of China.ORCID 0000-0001-8583-444X
Yang ZhangState Environmental Protection Key Laboratory of Water Environmental Simulation and Pollution Control, South China Institute of Environmental Sciences, Ministry of Ecology and Environment of the People's Republic of China, Guangzhou, People's Republic of China.
Zhiwen LuoState Environmental Protection Key Laboratory of Water Environmental Simulation and Pollution Control, South China Institute of Environmental Sciences, Ministry of Ecology and Environment of the People's Republic of China, Guangzhou, People's Republic of China.
Cheng WangSchool of Environmental Science and Engineering, Sun Yat-sen University, Guangzhou, China.
Changdong KeState Environmental Protection Key Laboratory of Water Environmental Simulation and Pollution Control, South China Institute of Environmental Sciences, Ministry of Ecology and Environment of the People's Republic of China, Guangzhou, People's Republic of China.
Kaiming LiState Environmental Protection Key Laboratory of Water Environmental Simulation and Pollution Control, South China Institute of Environmental Sciences, Ministry of Ecology and Environment of the People's Republic of China, Guangzhou, People's Republic of China.
Bixian MaiState Key Laboratory of Organic Geochemistry and Guangdong Key Laboratory of Environmental Resources Utilization and Protection, Guangzhou Institute of Geochemistry, Chinese Academy of Sciences, Guangzhou, China.
Renren WuState Environmental Protection Key Laboratory of Water Environmental Simulation and Pollution Control, South China Institute of Environmental Sciences, Ministry of Ecology and Environment of the People's Republic of China, Guangzhou, People's Republic of China.ORCID 0000-0002-7891-6372

Funding

National Natural Science Foundation of China 42107439,32370113The science and technology program of Guangzhou of China 202201011440The special basic research fund for central public research institutes of China PM-zx097-202506-199,PM-zx703-202406-236
6 · The paper itself

Abstract

Microbial drivers of biogeochemical cycles in estuaries remain understudied, particularly regarding biodiversity-function relationships. Using 16S rDNA sequencing, we analyzed taxonomic and functional profiles of bacterial communities in the water and sediment along the salinity gradient in Zhenhai Bay (South China). Significant differences in diversity, structure, composition, and function were observed between water and sediment habitats, indicating habitat influence. The terrestrial pollution sources detected in this study have a limited contribution to Zhenhai Bay, with unknown sources accounting for the majority of the total pollution, indicating the complexity of the estuarine environment in Zhenhai Bay. Additionally, most of the functional indicators of C, N, and S cycling were more enriched in the sediment, suggesting a more active biochemical cycle in the sediment than in the water. The spatial turnover of bacterial community composition in the water was much faster than the functional potential, and it showed higher functional redundancy in the water than in the sediment. Furthermore, except for the taxonomic community composition in the water, the functional community in the water and the taxonomic and functional community composition in the sediment were all dominated by stochastic processes. This indicated that strong environmental filtering of the taxonomic community in the water was due to hydrographic conditions or undetected environmental stressors. Overall, the results of this research provide a reasonable characterization of the taxonomy and function of microbial communities in an estuary and provide insights into how spatial changes in the taxonomic and functional community alter the nature and stability of microbial networks. IMPORTANCE: Understanding how bacteria drive essential processes like carbon and nutrient cycling is crucial for managing sensitive estuarine ecosystems. However, we lack clear knowledge of how the diversity of these microbes diversities relate to their actual functions in complex, real-world settings like Zhenhai Bay. This study provides a comprehensive picture of the identity and functional roles of bacterial communities across different habitats (water vs sediment) within a dynamic estuary. We found distinct patterns: sediment hosts more active nutrient cycling, water communities show greater functional flexibility, and pollution sources are surprisingly complex and largely unidentified. Critically, we show that the assembly of these communities is often governed by randomness, except in water, where environmental forces strongly filter which bacteria survive. These insights help predict how estuarine ecosystems might respond to pollution or change, improving management strategies to protect their health and the vital services they provide.

Indexed as

BacteriaEstuariesGeologic SedimentsMicrobiotaBaysBiodiversityChinaEcosystemPhylogenyRNA, Ribosomal, 16SWater MicrobiologyRNA, Ribosomal, 16Sbiogeographycommunity assemblyestuaryfunctional potentialsedimentwater

Identifiers

PMID42606184
PMCPMC13688845

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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.