Jiangsu Key Laboratory of Marine Biology, College of Resources and Environmental Science, Nanjing Agricultural University, Nanjing, 210095, China.
Jiangsu Key Laboratory of Marine Biology, College of Resources and Environmental Science, Nanjing Agricultural University, Nanjing, 210095, China; Jiangsu Collaborative Innovation Center for Solid Organic Waste Resource Utilization, Nanjing Agricultural University, Nanjing, 210095, China.
Mar Environ Res. 2024 Apr;196:106414. doi: 10.1016/j.marenvres.2024.106414. Epub 2024 Feb 19.
Estuaries, acting as transitional habitats receiving species introductions from both freshwater and marine sources, undergo significant impacts from global climate changes. Planktonic microorganisms contribute significantly to estuarine biodiversity and ecological stability. These microorganisms primarily fall into three groups: eukaryotic plankton, particle-associated bacteria, and free-living bacteria. Understanding the structural characteristics and interactions within these subcommunities is crucial for comprehending estuarine dynamics. We collected samples from three distinct locations (< 0.1 PSU, 6.6 PSU, and 19 PSU) within the Yangtze River estuary. Samples underwent analysis for physicochemical indicators, while microbial communities were subjected to 16S/18S rRNA amplicon sequencing. Additionally, simulated mixing experiments were conducted using samples of varying salinities. Estuary samples, combined with simulated experiments, were employed to collectively examine the structural characteristics and assembly processes of estuarine microbes. Our research highlights the considerable impact of phylogenetic classification on prokaryotic behavior in these communities. We observed a transition in assembly processes from primarily stochastic for particle-associated bacteria to a predominant influence of homogeneous selection as salinity increased. Particle-associated bacterial communities exhibited a greater influence of stochastic processes compared to free-living bacteria, showcasing higher stability in diversity. The variations in composition and structure of estuarine microbial subcommunities were influenced by diverse environmental factors. Particle-associated bacteria displayed elevated network characterization values and established closer interactions with eukaryotic plankton. Structural equation modeling (SEM) analysis revealed that free-living bacteria displayed a heightened sensitivity to environmental factors and exerted a more significant influence on assembly processes and network characteristics. Simulated mixing in these environments resulted in the loss of species with similar microbial taxonomic relationships. The functioning of bacterioplankton is influenced by salinity and the processes governing their assembly, particularly in relation to different living states. These findings significantly contribute to our understanding of the intricate interplay between prokaryotic and eukaryotic plankton microorganisms in highly dynamic environments, laying a robust foundation for further exploration into the ecological mechanisms governing microbial dynamics in estuaries.
河口作为接受来自淡水和海洋源物种引入的过渡栖息地,受到全球气候变化的重大影响。浮游微生物对河口生物多样性和生态稳定性做出了重大贡献。这些微生物主要分为三类:真核浮游生物、颗粒相关细菌和自由生活细菌。了解这些亚群落的结构特征和相互作用对于理解河口动力学至关重要。我们从长江河口的三个不同位置(<0.1 PSU、6.6 PSU 和 19 PSU)采集了样本。对样品进行了理化指标分析,同时对微生物群落进行了 16S/18S rRNA 扩增子测序。此外,还对不同盐度的样品进行了模拟混合实验。使用不同盐度的样品进行了河口样本和模拟实验的联合研究,以共同研究河口微生物的结构特征和组装过程。我们的研究强调了系统发育分类对这些群落中原核生物行为的重要影响。我们观察到,随着盐度的增加,颗粒相关细菌的组装过程从主要的随机过程向均一选择的主导影响转变。与自由生活细菌相比,颗粒相关细菌群落的多样性稳定性更高,受随机过程的影响更大。河口微生物亚群落的组成和结构变化受到多种环境因素的影响。颗粒相关细菌表现出更高的网络特征值,与真核浮游生物建立了更密切的相互作用。结构方程模型(SEM)分析表明,自由生活细菌对环境因素更为敏感,对组装过程和网络特征的影响更大。在这些环境中进行模拟混合会导致具有相似微生物分类关系的物种丧失。细菌浮游生物的功能受盐度和控制其组装的过程影响,特别是与不同的生活状态有关。这些发现极大地促进了我们对高度动态环境中原核和真核浮游微生物之间复杂相互作用的理解,为进一步探索控制河口微生物动态的生态机制奠定了坚实的基础。