Evidence map›Paper›PMID 42795677›Full record

ArticleMicroorganisms2026

Responses of Groundwater Bacterial Communities to Extreme Rainfall in the Western North China Plain Based on 16S rRNA Sequencing.

Yuan Gao, Shengpin Li, Rui An, Yiwei Zhang, Haitao Piao, Tuoya Tai, Qianying Zhu, Qi Su, Yu Fei, Chenglong Han and 2 more

Abstract read
In one paragraph

Article in Microorganisms, 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

12 authors.

Yuan GaoChina Institute of Geo-Environment Monitoring, Beijing 100081, China.
Shengpin LiChina Institute of Geo-Environment Monitoring, Beijing 100081, China.
Rui AnChina Institute of Geo-Environment Monitoring, Beijing 100081, China.
Yiwei ZhangChina Institute of Geo-Environment Monitoring, Beijing 100081, China.ORCID 0000-0002-4840-6232
Haitao PiaoChina Institute of Geo-Environment Monitoring, Beijing 100081, China.
Tuoya TaiChina Institute of Geo-Environment Monitoring, Beijing 100081, China.
Qianying ZhuChina Institute of Geo-Environment Monitoring, Beijing 100081, China.
Qi SuChina Institute of Geo-Environment Monitoring, Beijing 100081, China.
Yu FeiChina Institute of Geo-Environment Monitoring, Beijing 100081, China.
Chenglong HanChina Institute of Geo-Environment Monitoring, Beijing 100081, China.
Wenpeng LiChina Institute of Geo-Environment Monitoring, Beijing 100081, China.
Kun LiuChina Institute of Geo-Environment Monitoring, Beijing 100081, China.

Funding

Operation of National Groundwater Quality Testing and Quality Control Laboratory DD20251300103Research & Development Foundation of China Institute of Geo-Environment Monitoring 20250101
6 · The paper itself

Abstract

Extreme rainfall events significantly affect groundwater systems by altering hydrogeological conditions and accelerating the migration of pollutants, exacerbating the ecological vulnerability of over-exploited areas. However, there is a lack of systematic research on the ecological response mechanisms of microbial communities under extreme rainfall. This study focuses on the over-exploited area in the western North China Plain. Based on 16S rRNA sequencing analysis of 49 groundwater samples collected from the typical alluvial-diluvial plain in the study area impacted by extreme precipitation induced by Typhoon Doksuri, we revealed the effects of rainfall on the taxonomic composition, assembly mechanisms, and environmental drivers of groundwater microbial communities. We found that extreme rainfall influenced the distribution of dominant genera in groundwater and enriched tolerant bacterial communities, further causing a decline in groundwater microbial diversity. Our study confirmed that abundant subcommunities displayed strong microbial collaborations, while rare subcommunities exhibited higher sensitivity and evolved toward opportunistic groups after extreme rainfall. Rainfall influenced the composition of rare taxa, while enhancing the influence of stochastic processes to the assembly of subcommunities. Functionally, confined water favored anaerobic carbon fixation, methanogenesis and dissimilatory sulfate reduction, whereas the Calvin-Benson-Bassham pathway, nitrification, and denitrification were enriched in phreatic water. Additionally, abundant taxa exhibited significantly responses to carbon nutrients in shallow groundwater, whereas rare taxa were governed by mineral ions in deep confined aquifers after rainfall. This study expanded our knowledge of the groundwater microbiome driven by extreme rainfall events and was of great significance to the assessment of ecological stability in the western North China Plain.

Indexed as

bacterial communitybiogeochemical cyclingextreme rainfallgroundwaterthe North China Plain

Identifiers

PMID42795677
PMCPMC13608952

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