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Gong X, Chen Z, Deng Y, Zhao D, Gao P, Zhang L, Tu Q, Qu L, Zheng L, Zhang Y, Song C, Liu J. Contrasting archaeal and bacterial community assembly processes and the importance of rare taxa along a depth gradient in shallow coastal sediments. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 852:158411. [PMID: 36055486 DOI: 10.1016/j.scitotenv.2022.158411] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/01/2022] [Revised: 08/18/2022] [Accepted: 08/26/2022] [Indexed: 06/15/2023]
Abstract
Marine microbial communities assemble along a sediment depth gradient and are responsible for processing organic matter. Composition of the microbial community along the depth is affected by various biotic and abiotic factors, e.g., the change of redox gradient, the availability of organic matter, and the interactions of different taxa. The community structure is also subjected to some random changes caused by stochastic processes of birth, death, immigration and emigration. However, the high-resolution shifts of microbial community and mechanisms of the vertical assembly processes in marine sediments remain poorly described. Archaeal and bacterial communities were analyzed based on 16S rRNA gene amplicon sequencing and metagenomes in the Bohai Sea sediment samples. The archaeal community was dominated by Thaumarchaeota with increased alpha diversity along depth. Proteobacteria was the dominant bacterial group with decreased alpha diversity as depth increased. Sampling sites and depths collectively affected the beta-diversity for both archaeal and bacterial communities. The dominant mechanism determining archaeal community assembly was determinism, which was mostly contributed by homogeneous selection, i.e., consistent selection pressures in different locations or depths. In contrast, bacterial community assembly was dominated by stochasticity. Co-occurrence networks among different taxa and key functional genes revealed a tight community with low modularity in the bottom sediment, and disproportionately more interactions among low abundant ASVs. This suggests a significant contribution to community stabilization by rare taxa, and suggests that the bottom layer, rather than surface sediments may represent a hotspot for benthic microbial interactions.
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Affiliation(s)
- Xianzhe Gong
- Institute of Marine Science and Technology, Shandong University, Qingdao, Shandong 266237, China; Marine Science Institute, University of Texas at Austin, Port Aransas, TX 78373, USA.
| | - Zhiyi Chen
- Institute of Marine Science and Technology, Shandong University, Qingdao, Shandong 266237, China; State Key Laboratory of Microbial Technology, Shandong University, Qingdao, Shandong 266237, China
| | - Ye Deng
- Institute of Marine Science and Technology, Shandong University, Qingdao, Shandong 266237, China; CAS Key Laboratory for Environmental Biotechnology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences (CAS), Beijing 100085, China
| | - Duo Zhao
- Institute of Marine Science and Technology, Shandong University, Qingdao, Shandong 266237, China
| | - Ping Gao
- First Institute of Oceanography, Ministry of Natural Resources, Qingdao 266237, China
| | - Liang Zhang
- Advanced Environmental Biotechnology Center, Nanyang Environment and Water Research Institute, Nanyang Technological University, Singapore 637141, Singapore
| | - Qichao Tu
- Institute of Marine Science and Technology, Shandong University, Qingdao, Shandong 266237, China
| | - Lingyun Qu
- First Institute of Oceanography, Ministry of Natural Resources, Qingdao 266237, China
| | - Liwen Zheng
- Institute of Marine Science and Technology, Shandong University, Qingdao, Shandong 266237, China
| | - Yong Zhang
- Institute of Marine Science and Technology, Shandong University, Qingdao, Shandong 266237, China
| | - Chao Song
- Shandong Key Laboratory of Water Pollution Control and Resource Reuse, School of Environmental Science and Engineering, Shandong University, Qingdao, Shandong 266237, China
| | - Jihua Liu
- Institute of Marine Science and Technology, Shandong University, Qingdao, Shandong 266237, China.
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