Zhenghua Liu, Chengying Jiang, Zhuzhong Yin, Ibrahim Ahmed Ibrahim, Teng Zhang, Jing Wen, Lei Zhou, Guoping Jiang, Liangzhi Li, Zhendong Yang, Ye Huang, Zhaoyue Yang, Yabing Gu, Delong Meng, Huaqun Yin
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Our results showed that dispersal limitation (DL) (48.5%~93.5%) dominated the assembly of phylogenetic bin in AMD microbial community, followed by homogeneous selection (HoS) (3.1%~39.2%), heterogeneous selection (HeS) (1.4%~22.2%), and drift (DR) (0.2%~2.7%). The dominant process of dispersal limitation was significantly influenced by niche position in temperature (<i>r</i> = -0.518, <i>P</i> = 0.007) and dissolved oxygen (<i>r</i> = 0.471, <i>P</i> = 0.015). Network stability had a significantly negative correlation with the relative importance of dispersal limitation, while it had a positive correlation with selection processes, implying changes in network properties could be mediated by ecological processes. Furthermore, we found that ecological processes were mostly related to the gene functions of energy production and conversion (C), and amino acid transport and metabolism (E). Meanwhile, our results showed that the number of proviruses and viral genes involved in arsenic (As) resistance is negatively associated with the relative importance of ecological drift in phylogenetic bin assembly, implying viral infection might weaken ecological drift. Taken together, these results highlight that ecological processes are associated with ecological features at multiple levels, providing a novel insight into microbial community assembly in extremely acidic environments.</p><p><strong>Importance: </strong>Unraveling the forces driving community assemblage is a core issue in microbial ecology, but how ecological constraints impose stochasticity and determinism remains unknown. 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引用次数: 0
摘要
生态过程极大地塑造了微生物群落的组合,但驱动因素尚不清楚。本文收集了全球酸性矿井水微生物群落的宏基因组数据,从物种生态位、相互作用模式、基因功能和病毒感染等方面探讨了酸性矿井水微生物群落与随机和确定性过程相关的生态特征。结果表明,分散限制(DL)(48.5%~93.5%)在AMD微生物群落的系统发育bin组装中占主导地位,其次是均匀选择(HoS)(3.1%~39.2%)、异质选择(HeS)(1.4%~22.2%)和漂移(DR)(0.2%~2.7%)。温度(r = -0.518, P = 0.007)和溶解氧(r = 0.471, P = 0.015)对扩散限制的优势过程有显著影响。网络稳定性与扩散限制的相对重要性呈显著负相关,而与选择过程呈正相关,表明网络性质的变化可能受到生态过程的调节。此外,我们发现生态过程主要与能量产生和转化(C)以及氨基酸运输和代谢(E)的基因功能有关。同时,我们的研究结果表明,参与砷抗性的原病毒和病毒基因的数量与生态漂变在系统发育bin组装中的相对重要性呈负相关,这表明病毒感染可能会削弱生态漂变。综上所述,这些结果强调了生态过程在多个层面上与生态特征相关,为研究极酸性环境下微生物群落的组装提供了新的视角。重要性:揭示驱动群落聚集的力量是微生物生态学的核心问题,但生态约束如何施加随机性和决定论仍然未知。本研究揭示了生态过程与物种生态位位置、相互作用模式、微生物代谢和病毒感染的关系,为极端环境下的群落组装提供了新的见解。
Ecological features of microbial community linked to stochastic and deterministic assembly processes in acid mine drainage.
Ecological processes greatly shape microbial community assembly, but the driving factors remain unclear. Here, we compiled a metagenomic data set of microbial communities from global acid mine drainage (AMD) and explored the ecological features of microbial community linked to stochastic and deterministic processes from the perspective of species niche position, interaction patterns, gene functions, and viral infection. Our results showed that dispersal limitation (DL) (48.5%~93.5%) dominated the assembly of phylogenetic bin in AMD microbial community, followed by homogeneous selection (HoS) (3.1%~39.2%), heterogeneous selection (HeS) (1.4%~22.2%), and drift (DR) (0.2%~2.7%). The dominant process of dispersal limitation was significantly influenced by niche position in temperature (r = -0.518, P = 0.007) and dissolved oxygen (r = 0.471, P = 0.015). Network stability had a significantly negative correlation with the relative importance of dispersal limitation, while it had a positive correlation with selection processes, implying changes in network properties could be mediated by ecological processes. Furthermore, we found that ecological processes were mostly related to the gene functions of energy production and conversion (C), and amino acid transport and metabolism (E). Meanwhile, our results showed that the number of proviruses and viral genes involved in arsenic (As) resistance is negatively associated with the relative importance of ecological drift in phylogenetic bin assembly, implying viral infection might weaken ecological drift. Taken together, these results highlight that ecological processes are associated with ecological features at multiple levels, providing a novel insight into microbial community assembly in extremely acidic environments.
Importance: Unraveling the forces driving community assemblage is a core issue in microbial ecology, but how ecological constraints impose stochasticity and determinism remains unknown. This study presents a comprehensive investigation to uncover the association of ecological processes with species niche position, interaction patterns, microbial metabolisms, and viral infections, which provides novel insights into community assembly in extreme environments.
期刊介绍:
Applied and Environmental Microbiology (AEM) publishes papers that make significant contributions to (a) applied microbiology, including biotechnology, protein engineering, bioremediation, and food microbiology, (b) microbial ecology, including environmental, organismic, and genomic microbiology, and (c) interdisciplinary microbiology, including invertebrate microbiology, plant microbiology, aquatic microbiology, and geomicrobiology.