Ocean currents and environmental gradients shape prokaryotic community structure and function in the South China Sea.

IF 3.8 2区 生物学 Q2 MICROBIOLOGY
Yu Wang, Jinxin Xu, Yanting Liu, Lu Liu, Shicong Xiao, Xiaomeng Wang, Jiandong Zhang, Sijun Huang, Qiang Zheng
{"title":"Ocean currents and environmental gradients shape prokaryotic community structure and function in the South China Sea.","authors":"Yu Wang, Jinxin Xu, Yanting Liu, Lu Liu, Shicong Xiao, Xiaomeng Wang, Jiandong Zhang, Sijun Huang, Qiang Zheng","doi":"10.1128/spectrum.01020-25","DOIUrl":null,"url":null,"abstract":"<p><p>The South China Sea (SCS) is characterized by complex hydrodynamic conditions that influence the structure and function of prokaryotic microbial communities. This study conducted a comprehensive analysis of prokaryotic diversity, community assembly, and functional potential across various water masses within the SCS. Using 16S rRNA gene sequencing and co-occurrence network analyses, we found that geographic distance and environmental gradients, particularly temperature and nutrient levels, significantly impacted community composition. Our findings indicate that ecological drift is the primary mechanism governing community assembly, with spatial turnover primarily driven by the dispersal of microorganisms facilitated by ocean currents. Distinct modules in co-occurrence networks were associated with specific environmental factors, reflecting potential environmental selection processes along the SCS current. Keystone species and biomarkers identified through network analysis and random forest modeling exhibited varying associations with environmental variables, highlighting their adaptability to changing conditions. This work underscores the importance of ocean currents and environmental factors in shaping prokaryotic community dynamics and provides insights into microbial biogeography and ecosystem function in the SCS.</p><p><strong>Importance: </strong>Microorganisms, especially prokaryotes, are fundamental in sustaining marine ecosystems through nutrient cycling and organic matter decomposition. However, understanding what shapes their diversity and distribution remains challenging. Our study highlights the significant role ocean currents and environmental conditions play in influencing prokaryotic communities in the South China Sea-a critical marine environment due to its dynamic currents and ecological complexity. We found that currents facilitate microbial dispersal, shaping community composition over vast areas, while temperature gradients act as key selective pressures, determining which species thrive. Additionally, we reveal that both predictable environmental selection and random ecological drift significantly contribute to community structuring. By identifying keystone microbes and biomarkers sensitive to environmental change, our work offers essential insights into marine microbial ecology. These findings are crucial for predicting how microbial communities, and thus ocean health and productivity, respond to ongoing environmental changes.</p>","PeriodicalId":18670,"journal":{"name":"Microbiology spectrum","volume":" ","pages":"e0102025"},"PeriodicalIF":3.8000,"publicationDate":"2025-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Microbiology spectrum","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.1128/spectrum.01020-25","RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"MICROBIOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

The South China Sea (SCS) is characterized by complex hydrodynamic conditions that influence the structure and function of prokaryotic microbial communities. This study conducted a comprehensive analysis of prokaryotic diversity, community assembly, and functional potential across various water masses within the SCS. Using 16S rRNA gene sequencing and co-occurrence network analyses, we found that geographic distance and environmental gradients, particularly temperature and nutrient levels, significantly impacted community composition. Our findings indicate that ecological drift is the primary mechanism governing community assembly, with spatial turnover primarily driven by the dispersal of microorganisms facilitated by ocean currents. Distinct modules in co-occurrence networks were associated with specific environmental factors, reflecting potential environmental selection processes along the SCS current. Keystone species and biomarkers identified through network analysis and random forest modeling exhibited varying associations with environmental variables, highlighting their adaptability to changing conditions. This work underscores the importance of ocean currents and environmental factors in shaping prokaryotic community dynamics and provides insights into microbial biogeography and ecosystem function in the SCS.

Importance: Microorganisms, especially prokaryotes, are fundamental in sustaining marine ecosystems through nutrient cycling and organic matter decomposition. However, understanding what shapes their diversity and distribution remains challenging. Our study highlights the significant role ocean currents and environmental conditions play in influencing prokaryotic communities in the South China Sea-a critical marine environment due to its dynamic currents and ecological complexity. We found that currents facilitate microbial dispersal, shaping community composition over vast areas, while temperature gradients act as key selective pressures, determining which species thrive. Additionally, we reveal that both predictable environmental selection and random ecological drift significantly contribute to community structuring. By identifying keystone microbes and biomarkers sensitive to environmental change, our work offers essential insights into marine microbial ecology. These findings are crucial for predicting how microbial communities, and thus ocean health and productivity, respond to ongoing environmental changes.

洋流和环境梯度塑造了南海原核生物群落结构和功能。
南海具有复杂的水动力条件,影响着原核微生物群落的结构和功能。本研究对南海内不同水团的原核生物多样性、群落组装和功能潜力进行了全面分析。通过16S rRNA基因测序和共现网络分析,我们发现地理距离和环境梯度,特别是温度和营养水平对群落组成有显著影响。我们的研究结果表明,生态漂移是控制群落聚集的主要机制,空间周转主要是由洋流促进的微生物扩散驱动的。共现网络中的不同模块与特定的环境因素相关,反映了沿南海洋流的潜在环境选择过程。通过网络分析和随机森林模型确定的关键物种和生物标志物与环境变量的相关性不同,突出了它们对变化条件的适应性。这项工作强调了洋流和环境因素在塑造原核生物群落动态中的重要性,并提供了对南海微生物生物地理学和生态系统功能的见解。重要性:微生物,特别是原核生物,是通过养分循环和有机物分解维持海洋生态系统的基础。然而,了解是什么形成了它们的多样性和分布仍然具有挑战性。我们的研究强调了洋流和环境条件在影响南海原核生物群落中的重要作用——由于其动态洋流和生态复杂性,南海是一个至关重要的海洋环境。我们发现水流促进了微生物的扩散,形成了大面积的群落组成,而温度梯度则是关键的选择压力,决定了哪些物种能够茁壮成长。此外,我们发现可预测的环境选择和随机的生态漂变对群落结构都有显著的贡献。通过识别对环境变化敏感的关键微生物和生物标志物,我们的工作为海洋微生物生态学提供了重要的见解。这些发现对于预测微生物群落以及海洋健康和生产力如何应对持续的环境变化至关重要。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Microbiology spectrum
Microbiology spectrum Biochemistry, Genetics and Molecular Biology-Genetics
CiteScore
3.20
自引率
5.40%
发文量
1800
期刊介绍: Microbiology Spectrum publishes commissioned review articles on topics in microbiology representing ten content areas: Archaea; Food Microbiology; Bacterial Genetics, Cell Biology, and Physiology; Clinical Microbiology; Environmental Microbiology and Ecology; Eukaryotic Microbes; Genomics, Computational, and Synthetic Microbiology; Immunology; Pathogenesis; and Virology. Reviews are interrelated, with each review linking to other related content. A large board of Microbiology Spectrum editors aids in the development of topics for potential reviews and in the identification of an editor, or editors, who shepherd each collection.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信