Evidence map›Paper›PMID 42084383›Full record

ArticleApplied and environmental microbiology2026

Seasonal freeze-thaw drives arsenic metabolism dynamics in sediments of a cold-region lake: microbial gene and community responses.

Wenjing Shi, Haoran Xu, Weiping Li, Jin Xu, Yan Qin, Long Bai

Abstract read
In one paragraph

Article in Applied and environmental microbiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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3 · Its place in the literature

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0 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Wenjing ShiSchool of Energy and Environment, Inner Mongolia University of Science and Technology, Baotou, China.ORCID 0000-0002-1546-5754
Haoran XuSchool of Energy and Environment, Inner Mongolia University of Science and Technology, Baotou, China.ORCID 0009-0004-1542-5236
Weiping LiSchool of Energy and Environment, Inner Mongolia University of Science and Technology, Baotou, China.ORCID 0000-0002-1216-573X
Jin XuSchool of Energy and Environment, Inner Mongolia University of Science and Technology, Baotou, China.ORCID 0009-0009-5988-5556
Yan QinSchool of Energy and Environment, Inner Mongolia University of Science and Technology, Baotou, China.ORCID 0009-0005-7526-3707
Long BaiSchool of Energy and Environment, Inner Mongolia University of Science and Technology, Baotou, China.ORCID 0009-0001-5385-6289

Funding

Inner Mongolia University of Science and Technology 2022063Natural Science Foundation of Inner Mongolia Autonomous Region (Inner Mongolia Natural Science Foundation) 2022QN03009
6 · The paper itself

Abstract

Seasonal freeze-thaw process critically regulates arsenic (As)-metabolizing microorganisms (AMMs) in lake sediments through redox-nutrient dynamics. However, the current understanding of microbially mediated As transformation and mobilization processes under freeze-thaw dynamics remains poorly constrained. This study systematically investigated the successional patterns and driving mechanisms of As-metabolizing functional genes and microbial community structures of AMMs in lake sediments during the freeze-thaw process. This study focused on Lake Wuliangsuhai-a typical mid-high latitude lake in northern China-and employed an integrated framework of co-occurrence networks, Mantel tests, and correlation heatmaps. The results revealed that freeze-thaw processes drive significant AMMs restructuring, altering taxonomic composition and functional gene expression while controlling As environmental fate through regulating microbial metabolic functions, altering redox regimes, and restructuring community interaction networks. Co-occurrence network revealed stage-specific restructuring of microbial interactions during freeze-thaw process: robust mutualism established foundational networks during the pre-freezing stage; simplified modularity reflected functional differentiation during the ice-covered period; post-thaw modularity increased during structural reorganization; and synergistic complexity characterized adaptive strategies during the open-water period. Integrated results from Mantel tests and correlation heatmaps identified total nitrogen (TN), total phosphorus (TP), Fe(II), As(III), and As(V) as key succession drivers, with stage-dependent influences on AMMs. This work elucidates fundamental regulatory mechanisms through which seasonal freeze-thaw processes govern As-metabolizing gene dynamics and microbial ecological functions in lake sediments. It further highlights how microbially driven As transformations exacerbate sedimentary contamination risks under climate change, providing critical theoretical foundations for regional water management and pollution mitigation strategies.IMPORTANCESeasonal freeze-thaw processes in cold lakes dramatically control arsenic pollution risks, but how microbes drive this process remains a critical knowledge gap. This study reveals how winter ice cover and spring thaw create "hot moments" for toxic arsenic release by activating specialized sediment microbes, necessitating stage-specific water quality management. Crucially, nutrient loading (total nitrogen/total phosphorus) exacerbates arsenic (As) transformations by stimulating functional gene expression and microbial interactions. As climate change shortens ice seasons, these contamination pulses may become more frequent and severe. By identifying key microbial indicators and high-risk transition periods, our findings empower lake managers to predict arsenic hazards. This science is vital for safeguarding freshwater ecosystems and human health across ice-affected regions worldwide.

Indexed as

ArsenicBacteriaFreezingGeologic SedimentsLakesMicrobiotaWater Pollutants, ChemicalChinaSeasonsArsenicWater Pollutants, ChemicalAs metabolic genesAs-metabolizing microbial communitycold-region lakeseasonal freeze-thaw

Identifiers

PMID42084383
PMCPMC13274347

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LicenceCC BY
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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.