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Zou S, Lian Q, Ni M, Zhou D, Liu M, Zhang X, Chen G, Yuan J. Spatiotemporal assembly and functional composition of planktonic microeukaryotic communities along productivity gradients in a subtropical lake. Front Microbiol 2024; 15:1351772. [PMID: 38440145 PMCID: PMC10909917 DOI: 10.3389/fmicb.2024.1351772] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Accepted: 01/16/2024] [Indexed: 03/06/2024] Open
Abstract
Microeukaryotes play crucial roles in the microbial loop of freshwater ecosystems, functioning both as primary producers and bacterivorous consumers. However, understanding the assembly of microeukaryotic communities and their functional composition in freshwater lake ecosystems across diverse environmental gradients remains limited. Here, we utilized amplicon sequencing of 18S rRNA gene and multivariate statistical analyses to examine the spatiotemporal and biogeographical patterns of microeukaryotes in water columns (at depths of 0.5, 5, and 10 m) within a subtropical lake in eastern China, covering a 40 km distance during spring and autumn of 2022. Our results revealed that complex and diverse microeukaryotic communities were dominated by Chlorophyta (mainly Chlorophyceae), Fungi, Alveolata, Stramenopiles, and Cryptophyta lineages. Species richness was higher in autumn than in spring, forming significant hump-shaped relationships with chlorophyll a concentration (Chl-a, an indicator of phytoplankton biomass). Microeukaryotic communities exhibited significant seasonality and distance-decay patterns. By contrast, the effect of vertical depth was negligible. Stochastic processes mainly influenced the assembly of microeukaryotic communities, explaining 63, 67, and 55% of community variation for spring, autumn, and both seasons combined, respectively. Trait-based functional analysis revealed the prevalence of heterotrophic and phototrophic microeukaryotic plankton with a trade-off along N:P ratio, Chl-a, and dissolved oxygen (DO) gradients. Similarly, the mixotrophic proportions were significantly and positively correlated with Chl-a and DO concentrations. Overall, our findings may provide useful insights into the assembly patterns of microeukaryotes in lake ecosystem and how their functions respond to environmental changes.
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Affiliation(s)
- Songbao Zou
- Key Laboratory of Healthy Freshwater Aquaculture, Ministry of Agriculture and Rural Affairs, Huzhou, Zhejiang, China
- Key Laboratory of Fish Health and Nutrition of Zhejiang Province, Huzhou, Zhejiang, China
- Huzhou Key Laboratory of Aquatic Product Quality Improvement and Processing Technology, Huzhou, Zhejiang, China
- Zhejiang Institute of Freshwater Fisheries, Huzhou, Zhejiang, China
| | - Qingping Lian
- Key Laboratory of Healthy Freshwater Aquaculture, Ministry of Agriculture and Rural Affairs, Huzhou, Zhejiang, China
- Key Laboratory of Fish Health and Nutrition of Zhejiang Province, Huzhou, Zhejiang, China
- Huzhou Key Laboratory of Aquatic Product Quality Improvement and Processing Technology, Huzhou, Zhejiang, China
- Zhejiang Institute of Freshwater Fisheries, Huzhou, Zhejiang, China
| | - Meng Ni
- Key Laboratory of Healthy Freshwater Aquaculture, Ministry of Agriculture and Rural Affairs, Huzhou, Zhejiang, China
- Key Laboratory of Fish Health and Nutrition of Zhejiang Province, Huzhou, Zhejiang, China
- Huzhou Key Laboratory of Aquatic Product Quality Improvement and Processing Technology, Huzhou, Zhejiang, China
- Zhejiang Institute of Freshwater Fisheries, Huzhou, Zhejiang, China
| | - Dan Zhou
- Key Laboratory of Healthy Freshwater Aquaculture, Ministry of Agriculture and Rural Affairs, Huzhou, Zhejiang, China
- Key Laboratory of Fish Health and Nutrition of Zhejiang Province, Huzhou, Zhejiang, China
- Huzhou Key Laboratory of Aquatic Product Quality Improvement and Processing Technology, Huzhou, Zhejiang, China
- Zhejiang Institute of Freshwater Fisheries, Huzhou, Zhejiang, China
| | - Mei Liu
- Key Laboratory of Healthy Freshwater Aquaculture, Ministry of Agriculture and Rural Affairs, Huzhou, Zhejiang, China
- Key Laboratory of Fish Health and Nutrition of Zhejiang Province, Huzhou, Zhejiang, China
- Huzhou Key Laboratory of Aquatic Product Quality Improvement and Processing Technology, Huzhou, Zhejiang, China
- Zhejiang Institute of Freshwater Fisheries, Huzhou, Zhejiang, China
| | - Xin Zhang
- Key Laboratory of Healthy Freshwater Aquaculture, Ministry of Agriculture and Rural Affairs, Huzhou, Zhejiang, China
- Key Laboratory of Fish Health and Nutrition of Zhejiang Province, Huzhou, Zhejiang, China
- Huzhou Key Laboratory of Aquatic Product Quality Improvement and Processing Technology, Huzhou, Zhejiang, China
- Zhejiang Institute of Freshwater Fisheries, Huzhou, Zhejiang, China
| | - Guangmei Chen
- Zhejiang Fenghe Fishery Co., Ltd., Lishui, Zhejiang, China
| | - Julin Yuan
- Key Laboratory of Healthy Freshwater Aquaculture, Ministry of Agriculture and Rural Affairs, Huzhou, Zhejiang, China
- Key Laboratory of Fish Health and Nutrition of Zhejiang Province, Huzhou, Zhejiang, China
- Huzhou Key Laboratory of Aquatic Product Quality Improvement and Processing Technology, Huzhou, Zhejiang, China
- Zhejiang Institute of Freshwater Fisheries, Huzhou, Zhejiang, China
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Lenart-Boroń A, Boroń P, Kulik K, Prajsnar J, Żelazny M, Chmiel MJ. Anthropogenic pollution gradient along a mountain river affects bacterial community composition and genera with potential pathogenic species. Sci Rep 2022; 12:18140. [PMID: 36307524 PMCID: PMC9614195 DOI: 10.1038/s41598-022-22642-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Accepted: 10/18/2022] [Indexed: 12/30/2022] Open
Abstract
Mountain regions in Poland are among the most frequently visited tourist destinations, causing a significant anthropogenic pressure put on the local rivers. In this study, based on numbers of 9 microorganisms, content of 17 antibiotics and 17 physicochemical parameters, we determined a pollution gradient in six sites along Białka, a typical mountain river in southern Poland. The E.coli/Staphylococcus ratio varied evidently between polluted and non-polluted sites, indicating that the possible utility of this parameter in assessing the anthropogenic impact on river ecosystems is worth further investigation. Then, using next generation sequencing, we assessed the changes in bacterial community structure and diversity as a response to the pollution gradient. Proteobacteria and Bacteroidetes were the most abundant phyla in the majority of samples. Actinobacteria were the most abundant in the most pristine (groundwater) sample, while Firmicutes and Verrucomicrobia were more prevalent in polluted sites. Bacterial diversity at various levels increased with water pollution. Eleven bacterial genera potentially containing pathogenic species were detected in the examined samples, among which Acinetobacter, Rhodococcus, and Mycobacterium were the most frequent. At the species level, Acinetobacter johnsonii was most prevalent potential pathogen, detected in all surface water samples, including the pristine ones. Two bacterial taxa-genus Flectobacillus and order Clostridiales showed very distinct variation in the relative abundance between the polluted and non-polluted sites, indicating their possible potential as biomarkers of anthropogenic impact on mountain river waters.
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Affiliation(s)
- Anna Lenart-Boroń
- grid.410701.30000 0001 2150 7124Department of Microbiology and Biomonitoring, Faculty of Agriculture and Economics, University of Agriculture in Kraków, Adam Mickiewicz Ave. 24/28, 30-059 Kraków, Poland
| | - Piotr Boroń
- grid.410701.30000 0001 2150 7124Department of Forest Ecosystems Protection, Faculty of Forestry, University of Agriculture in Kraków, 29 Listopada Ave. 46, 31-425 Kraków, Poland
| | - Klaudia Kulik
- grid.410701.30000 0001 2150 7124Department of Microbiology and Biomonitoring, Faculty of Agriculture and Economics, University of Agriculture in Kraków, Adam Mickiewicz Ave. 24/28, 30-059 Kraków, Poland
| | - Justyna Prajsnar
- grid.413454.30000 0001 1958 0162Jerzy Haber Institute of Catalysis and Surface Chemistry, Polish Academy of Sciences, Niezapominajek Str. 8, 30-239 Kraków, Poland
| | - Mirosław Żelazny
- grid.5522.00000 0001 2162 9631Department of Hydrology, Institute of Geography and Spatial Management, Jagiellonian University in Kraków, Gronostajowa Str. 7, 30-387 Kraków, Poland
| | - Maria J. Chmiel
- grid.410701.30000 0001 2150 7124Department of Microbiology and Biomonitoring, Faculty of Agriculture and Economics, University of Agriculture in Kraków, Adam Mickiewicz Ave. 24/28, 30-059 Kraków, Poland
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