Li Shengnan, Peng Hua, Shi Xiaoli, Gu Qianhong, Shen Zhongyuan, Wang Min
State Key Laboratory of Developmental Biology of Freshwater Fish, College of Life Sciences, Hunan Normal University, 36 Lushan Road, Yuelu District, Changsha, 410081, China.
Hunan Institute of Agro-Environment and Ecology, Hunan Academy of Agricultural Sciences, Changsha, 410125, China.
Microb Ecol. 2023 May;85(4):1164-1178. doi: 10.1007/s00248-022-02001-z. Epub 2022 Mar 30.
Photosynthetic picoeukaryotes (PPEs) form associations with other microorganisms. However, whether and how the associated microbes affect PPE communities remain unknown. We used flow cytometric cell sorting combined with parallel high-throughput sequencing of the 18S and 16S rRNA genes to simultaneously investigate PPEs and their associated microbial communities in the Yangtze-connected Lake Dongting. The lake harbors a great diversity of PPEs. PPE communities exhibited significant temporal rather than spatial variations. Two distinct PPE taxa affiliated with Discostella nipponica and Poterioochromonas malhamensis were dominant during winter/spring and summer, respectively. Parallel high-throughput sequencing revealed a great diversity of associated bacteria and non-pigmented eukaryotes (NPEs) in PPEs sorts. Proteobacteria, Actinobacteria, Bacteroidetes, and Cyanobacteria among the associated bacteria and fungi among the associated NPEs were dominant. PPEs were more apparently associated with bacteria than with NPEs. The co-occurrence network of PPEs and associated microbes formed five major modules, which exhibited distinct temporal patterns, being specific to a certain period. Variations in PPEs communities were significantly correlated with both environmental factors and associated microbial communities. In variation partitioning analysis, the associated bacteria explained the greatest variations in PPE communities, and associated bacteria and NPEs co-explained a large portion of environmental effects on PPE communities. Our results highlight the significance of associated microbes in shaping PPE communities.
光合微型真核生物(PPEs)与其他微生物形成共生关系。然而,相关微生物是否以及如何影响PPE群落仍不清楚。我们使用流式细胞术细胞分选结合18S和16S rRNA基因的平行高通量测序,同时研究了与长江相连的洞庭湖中的PPEs及其相关微生物群落。该湖泊拥有种类繁多的PPEs。PPE群落呈现出显著的时间变化而非空间变化。分别隶属于日本盘星藻(Discostella nipponica)和马尔姆波氏藻(Poterioochromonas malhamensis)的两个不同PPE分类群在冬季/春季和夏季占主导地位。平行高通量测序揭示了PPEs分选中相关细菌和无色素真核生物(NPEs)的多样性。相关细菌中的变形菌门、放线菌门、拟杆菌门和蓝细菌门以及相关NPEs中的真菌占主导地位。PPEs与细菌的关联比与NPEs的关联更明显。PPEs和相关微生物的共现网络形成了五个主要模块,这些模块呈现出不同的时间模式,特定于某一时期。PPE群落的变化与环境因素和相关微生物群落均显著相关。在变异分解分析中,相关细菌解释了PPE群落中最大的变异,并且相关细菌和NPEs共同解释了环境对PPE群落影响的很大一部分。我们的结果突出了相关微生物在塑造PPE群落中的重要性。