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Xian WD, Ding J, Chen J, Qu W, Cao P, Tang C, Liu X, Zhang Y, Li JL, Wang P, Li WJ, Wang J. Distinct Assembly Processes Structure Planktonic Bacterial Communities Among Near- and Offshore Ecosystems in the Yangtze River Estuary. MICROBIAL ECOLOGY 2024; 87:42. [PMID: 38356037 DOI: 10.1007/s00248-024-02350-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Accepted: 01/17/2024] [Indexed: 02/16/2024]
Abstract
The estuarine system functions as natural filters due to its ability to facilitate material transformation, planktonic bacteria play a crucial role in the cycling of complex nutrients and pollutants within estuaries, and understanding the community composition and assembly therein is crucial for comprehending bacterial ecology within estuaries. Despite extensive investigations into the composition and community assembly of two bacterial fractions (free-living, FLB; particle-attached, PAB), the process by which bacterioplankton communities in these two habitats assemble in the nearshore and offshore zones of estuarine ecosystems remains poorly understood. In this study, we conducted sampling in the Yangtze River Estuary (YRE) to investigate potential variations in the composition and community assembly of FLB and PAB in nearshore and offshore regions. We collected 90 samples of surface, middle, and bottom water from 16 sampling stations and performed 16S rRNA gene amplicon analysis along with environmental factor measurements. The results unveiled that the nearshore communities demonstrated significantly greater species richness and Chao1 indices compared to the offshore communities. In contrast, the nearshore communities had lower values of Shannon and Simpson indices. When compared to the FLB, the PAB exhibit a higher level of biodiversity and abundance. However, no distinct alpha and beta diversity differences were observed between the bottom, middle, and surface water layers. The community assembly analysis indicated that nearshore communities are predominantly shaped by deterministic processes, particularly due to heterogeneous selection of PAB; In contrast, offshore communities are governed more by stochastic processes, largely due to homogenizing dispersal of FLB. Consequently, the findings of this study demonstrate that nearshore and PAB communities exhibit higher levels of species diversity, while stochastic and deterministic processes exert distinct influences on communities among near- and offshore regions. This study further sheds new light on our understanding of the mechanisms governing bacterial communities in estuarine ecosystems.
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Affiliation(s)
- Wen-Dong Xian
- Marine Microorganism Ecological & Application Lab, Zhejiang Ocean University, Haida South Rd No. 1, Dinghai, Zhoushan, 316000, China
| | - Junjie Ding
- Marine Microorganism Ecological & Application Lab, Zhejiang Ocean University, Haida South Rd No. 1, Dinghai, Zhoushan, 316000, China
| | - Jinhui Chen
- Marine Microorganism Ecological & Application Lab, Zhejiang Ocean University, Haida South Rd No. 1, Dinghai, Zhoushan, 316000, China
| | - Wu Qu
- Marine Microorganism Ecological & Application Lab, Zhejiang Ocean University, Haida South Rd No. 1, Dinghai, Zhoushan, 316000, China
| | - Pinglin Cao
- Marine Microorganism Ecological & Application Lab, Zhejiang Ocean University, Haida South Rd No. 1, Dinghai, Zhoushan, 316000, China
| | - Chunyu Tang
- Marine Microorganism Ecological & Application Lab, Zhejiang Ocean University, Haida South Rd No. 1, Dinghai, Zhoushan, 316000, China
| | - Xuezhu Liu
- Marine Microorganism Ecological & Application Lab, Zhejiang Ocean University, Haida South Rd No. 1, Dinghai, Zhoushan, 316000, China
| | - Yiying Zhang
- Marine Microorganism Ecological & Application Lab, Zhejiang Ocean University, Haida South Rd No. 1, Dinghai, Zhoushan, 316000, China
| | - Jia-Ling Li
- State Key Laboratory of Biocontrol, Guangdong Provincial Key Laboratory of Plant Resources and Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), School of Life Sciences, Sun Yat-Sen University, Guangzhou, 510275, Guangdong, China
| | - Pandeng Wang
- State Key Laboratory of Biocontrol, Guangdong Provincial Key Laboratory of Plant Resources and Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), School of Life Sciences, Sun Yat-Sen University, Guangzhou, 510275, Guangdong, China
| | - Wen-Jun Li
- State Key Laboratory of Biocontrol, Guangdong Provincial Key Laboratory of Plant Resources and Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), School of Life Sciences, Sun Yat-Sen University, Guangzhou, 510275, Guangdong, China
| | - Jianxin Wang
- Marine Microorganism Ecological & Application Lab, Zhejiang Ocean University, Haida South Rd No. 1, Dinghai, Zhoushan, 316000, China.
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Wu J, Zhu Z, Waniek JJ, Niu M, Wang Y, Zhang Z, Zhou M, Zhang R. The biogeography and co-occurrence network patterns of bacteria and microeukaryotes in the estuarine and coastal waters. MARINE ENVIRONMENTAL RESEARCH 2023; 184:105873. [PMID: 36628821 DOI: 10.1016/j.marenvres.2023.105873] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/17/2022] [Revised: 01/02/2023] [Accepted: 01/02/2023] [Indexed: 06/17/2023]
Abstract
Community and diversity shifts of bacteria and microeukaryotes with strong environmental and spatial variations have been unveiled in the Pearl River Estuary (PRE) and northern coastal part of South China Sea (SCS). However, it is not clear what the determining factors shape the microbial community and how the biotic interactions respond to the estuarine and oceanic environment. Here, we established the multiple regression models (MRM) and co-occurrence networks on microbial communities in PRE and SCS habitats. The results showed that there were significant differences of the abiotic factors affecting the bacterial and microeukaryotic communities between PRE and SCS habitats. Salinity explained the largest variations to the microbial community dissimilarities in PRE. Whereas spatial and environmental factors determined the microbial community dissimilarities in SCS. Positive relations between parasitic lineages (e.g. Perkinsea and Cercozoa) and algal taxa (Dinophyceae, Cryptophyta, Chlorophyta and Ochrophyta) dominated in the PRE network. While parasites Syndiniales positively correlated with other Syndiniales and protists in SCS. Strong positive associations among autotrophic and heterotrophic groups were revealed in both niches. Therefore, the biotic interactions are also important and may be responsible for the unexplained variations of the abiotic factors from MRM models. Microbial network in the PRE estuarine water had weakened resistance to environmental disturbances, while the SCS network had greater capacity to maintain network stability. This study shed light on the different mechanisms of abiotic and biotic factors in shaping the compositions of bacteria and microeukaryotes between PRE and SCS niches, and highlights the weakening effect of environmental disturbances on the microbial network stability.
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Affiliation(s)
- Jinnan Wu
- School of Oceanography, Shanghai Jiao Tong University, 200030, Shanghai, China
| | - Zhu Zhu
- School of Oceanography, Shanghai Jiao Tong University, 200030, Shanghai, China.
| | - Joanna J Waniek
- Leibniz Institute for Baltic Sea Research Warnemünde, Seestrasse 15, 18119, Rostock, Germany
| | - Mingyang Niu
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, 200030, Shanghai, China
| | - Yuntao Wang
- State Key Laboratory of Satellite Ocean Environment Dynamics, Second Institute of Oceanography, Ministry of Natural Resources, 310000, Hangzhou, Zhejiang, China
| | - Zhaoru Zhang
- School of Oceanography, Shanghai Jiao Tong University, 200030, Shanghai, China
| | - Meng Zhou
- School of Oceanography, Shanghai Jiao Tong University, 200030, Shanghai, China
| | - Ruifeng Zhang
- School of Oceanography, Shanghai Jiao Tong University, 200030, Shanghai, China.
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Comparison of Bacterial and Fungal Community Structure and Potential Function Analysis of Yak Feces before and after Weaning. BIOMED RESEARCH INTERNATIONAL 2022; 2022:6297231. [PMID: 36082156 PMCID: PMC9448584 DOI: 10.1155/2022/6297231] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/06/2022] [Revised: 07/07/2022] [Accepted: 07/26/2022] [Indexed: 11/17/2022]
Abstract
Weaning is one of the most stressful periods in yak growth. However, the impact of weaning on microbial diversity, structure, and potential function of yak feces is not clear. In this study, 12 Xinjiang yaks aged 3, 4, 5, and 6 months old were selected to collect fresh feces before and after weaning. Through 16S rRNA and ITS high-throughput sequencing, the dynamic distribution and potential function of yak fecal, bacterial, and fungal communities in each month were revealed. The study found that the richness of fungi had a significant impact on weaning. At the phylum level, Firmicutes, Bacteroidetes, Ascomycota, and Basidiomycota, and at the genus level, 5-7N15, Oscillospira, Roseburia, Dorea, Preussia, Neoascochyta, Naganishia, and Sporormiella were enriched in yak feces of different months old. The abundance and proportion of bacteria Firmicutes, Bacteroidetes, 5-7N15, and fungi Mucoromyceta changed significantly before and after weaning. With the increase of months, Verrucomicrobia and Akkermansia have shown a downward trend. Through the prediction and analysis of fecal microbial function, it was found that at the level of primary pathways, weaning has a significant impact on cellular processes, environmental information processing, genetic information processing, metabolism, and organismal systems. At the level of secondary metabolic pathways, weaning has a significant impact on cell motility, signal transduction, folding, sorting and degradation, translation, amino acid metabolism, glycan biosynthesis and metabolism, metabolism of terpenoids and polyketides, and xenobiotics biodegradation and metabolism. In addition, by analyzing the differences in functional pathways and microbial composition between sample groups of different months, it was found that the differences in functional pathways were related to the abundance differences of some microorganisms. In general, the changes in the composition and structure of yak fecal microflora may reflect the adaptability of the intestinal microbiota.
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