Habitat-dependent prokaryotic microbial community, potential keystone species, and network complexity in a subtropical estuary

Microbes (e.g., bacteria and archaea) are indispensable components for the key biological processes of estuarine ecosystems and three main habitats (sediment, particle, and water) are harboring diverse estuarine microbes. However, we still know little about how the microbial community structures, po...

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Veröffentlicht in:Environmental research 2022-09, Vol.212 (Pt D), p.113376-113376, Article 113376
Hauptverfasser: Duan, Li, Li, Jia-Ling, Yin, Ling-Zi, Luo, Xiao-Qing, Ahmad, Manzoor, Fang, Bao-Zhu, Li, Shan-Hui, Deng, Qi-Qi, Wang, Pandeng, Li, Wen-Jun
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container_end_page 113376
container_issue Pt D
container_start_page 113376
container_title Environmental research
container_volume 212
creator Duan, Li
Li, Jia-Ling
Yin, Ling-Zi
Luo, Xiao-Qing
Ahmad, Manzoor
Fang, Bao-Zhu
Li, Shan-Hui
Deng, Qi-Qi
Wang, Pandeng
Li, Wen-Jun
description Microbes (e.g., bacteria and archaea) are indispensable components for the key biological processes of estuarine ecosystems and three main habitats (sediment, particle, and water) are harboring diverse estuarine microbes. However, we still know little about how the microbial community structures, potential keystone species, and network properties change among these three habitats in estuarine ecosystems. In this study, we collected size-fractioned water and sediment samples from the Pearl River Estuary to reveal their microbial diversity, community structures, network properties, and potential keystone taxa. We found that the sediment microbial community was remarkably more diverse than particle-attached (PA) and free-living (FL) communities, whereas its ecological network was less complex in terms of node distance and connectivity. TOC was determined as the main driver of sediment community, while the PA and FL communities were predominantly shaped by NO2−, non-ionic ammonia (NH) and pH. Among the bulk water, there were no significant differences between PA and FL communities in diversity, community structure, and network complexity. However, the PA community was more susceptible to metal elements, suggesting their higher level of involvement in physiological metabolism. Potential keystone taxa among community networks were taxonomically divergent in three habitats. Specifically, Synechococcales (Cyanobacteria) and Actinomarinales (Actinobacteria) exclusively served as the module-hubs in FL network, while members from phylum Proteobacteria and Bacteroidetes were the module-hubs and connectors in PA network. Potential keystone taxa in sediment network were more diverse and covered 9 phyla, including the only archaeal lineage Bathyarchaeia (Crenarchaeota). Overall, our study provided more detailed information about estuarine microbial communities in three habitats, especially the potential keystone species, which provided new perspectives on evaluating further effects of anthropogenic disturbances on estuarine microbes and facilitated the environment monitoring based on microbial community. [Display omitted] •Sediment microbial community was remarkably more diverse than particle-attached and free-living microbial communities.•Particle-attached community was more susceptible to metal elements than its free-living counterpart.•Sediment microbial network possessed more nodes and links while free-living and particle-attached microbial networks had higher comple
doi_str_mv 10.1016/j.envres.2022.113376
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However, we still know little about how the microbial community structures, potential keystone species, and network properties change among these three habitats in estuarine ecosystems. In this study, we collected size-fractioned water and sediment samples from the Pearl River Estuary to reveal their microbial diversity, community structures, network properties, and potential keystone taxa. We found that the sediment microbial community was remarkably more diverse than particle-attached (PA) and free-living (FL) communities, whereas its ecological network was less complex in terms of node distance and connectivity. TOC was determined as the main driver of sediment community, while the PA and FL communities were predominantly shaped by NO2−, non-ionic ammonia (NH) and pH. Among the bulk water, there were no significant differences between PA and FL communities in diversity, community structure, and network complexity. However, the PA community was more susceptible to metal elements, suggesting their higher level of involvement in physiological metabolism. Potential keystone taxa among community networks were taxonomically divergent in three habitats. Specifically, Synechococcales (Cyanobacteria) and Actinomarinales (Actinobacteria) exclusively served as the module-hubs in FL network, while members from phylum Proteobacteria and Bacteroidetes were the module-hubs and connectors in PA network. Potential keystone taxa in sediment network were more diverse and covered 9 phyla, including the only archaeal lineage Bathyarchaeia (Crenarchaeota). Overall, our study provided more detailed information about estuarine microbial communities in three habitats, especially the potential keystone species, which provided new perspectives on evaluating further effects of anthropogenic disturbances on estuarine microbes and facilitated the environment monitoring based on microbial community. [Display omitted] •Sediment microbial community was remarkably more diverse than particle-attached and free-living microbial communities.•Particle-attached community was more susceptible to metal elements than its free-living counterpart.•Sediment microbial network possessed more nodes and links while free-living and particle-attached microbial networks had higher complexity and connectivity.•Synechococcales, Actinomarinales exclusively served as the module-hubs in free-living microbial network.•Taxa from Proteobacteria, Bacteroidetes were identified as the module-hubs and connectors in particle-attached network.</description><identifier>ISSN: 0013-9351</identifier><identifier>EISSN: 1096-0953</identifier><identifier>DOI: 10.1016/j.envres.2022.113376</identifier><identifier>PMID: 35561827</identifier><language>eng</language><publisher>Netherlands: Elsevier Inc</publisher><subject>Estuarine microbes ; Free-living ; Microbial network ; Particle-attached ; Sediment</subject><ispartof>Environmental research, 2022-09, Vol.212 (Pt D), p.113376-113376, Article 113376</ispartof><rights>2022 Elsevier Inc.</rights><rights>Copyright © 2022 Elsevier Inc. 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However, we still know little about how the microbial community structures, potential keystone species, and network properties change among these three habitats in estuarine ecosystems. In this study, we collected size-fractioned water and sediment samples from the Pearl River Estuary to reveal their microbial diversity, community structures, network properties, and potential keystone taxa. We found that the sediment microbial community was remarkably more diverse than particle-attached (PA) and free-living (FL) communities, whereas its ecological network was less complex in terms of node distance and connectivity. TOC was determined as the main driver of sediment community, while the PA and FL communities were predominantly shaped by NO2−, non-ionic ammonia (NH) and pH. Among the bulk water, there were no significant differences between PA and FL communities in diversity, community structure, and network complexity. However, the PA community was more susceptible to metal elements, suggesting their higher level of involvement in physiological metabolism. Potential keystone taxa among community networks were taxonomically divergent in three habitats. Specifically, Synechococcales (Cyanobacteria) and Actinomarinales (Actinobacteria) exclusively served as the module-hubs in FL network, while members from phylum Proteobacteria and Bacteroidetes were the module-hubs and connectors in PA network. Potential keystone taxa in sediment network were more diverse and covered 9 phyla, including the only archaeal lineage Bathyarchaeia (Crenarchaeota). Overall, our study provided more detailed information about estuarine microbial communities in three habitats, especially the potential keystone species, which provided new perspectives on evaluating further effects of anthropogenic disturbances on estuarine microbes and facilitated the environment monitoring based on microbial community. [Display omitted] •Sediment microbial community was remarkably more diverse than particle-attached and free-living microbial communities.•Particle-attached community was more susceptible to metal elements than its free-living counterpart.•Sediment microbial network possessed more nodes and links while free-living and particle-attached microbial networks had higher complexity and connectivity.•Synechococcales, Actinomarinales exclusively served as the module-hubs in free-living microbial network.•Taxa from Proteobacteria, Bacteroidetes were identified as the module-hubs and connectors in particle-attached network.</description><subject>Estuarine microbes</subject><subject>Free-living</subject><subject>Microbial network</subject><subject>Particle-attached</subject><subject>Sediment</subject><issn>0013-9351</issn><issn>1096-0953</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNp9kM1q3DAUhUVJ6UymfYMStMwinkrW33hTCKFNCoFu2rWQ5WvQjC05kpxkNn32aHCaZVbiinPuuedD6CslW0qo_Lbfgn-MkLY1qestpYwp-QGtKWlkRRrBztCaEMqqhgm6Qucp7ctIBSOf0IoJIemuVmv07860LptcdTCB78BnPMVwMPEYsrN4dDaG1pkB2zCOs3f5eIWnkIvu9HmAY8rBA04TWAfpChvfYQ_5KcTDyTIN8Fw82HlscJrbHMPkbHFCynMJ-Yw-9mZI8OX13aC_P3_8ubmr7n_f_rq5vq8sk3WuBPCGWdFLaRQXtCe7xijTMtODErxpO1WDaASnzLKet7IzShnJVSlJbQ-UbdDlsreUe5hLuB5dsjAMxkOYk66l5DtCCBdFyhdpaZ5ShF5P0Y3lVk2JPpHXe72Q1yfyeiFfbBevCXM7Qvdm-o-6CL4vAig9Hx1EnQoyb6FzEWzWXXDvJ7wAYkiZvQ</recordid><startdate>20220901</startdate><enddate>20220901</enddate><creator>Duan, Li</creator><creator>Li, Jia-Ling</creator><creator>Yin, Ling-Zi</creator><creator>Luo, Xiao-Qing</creator><creator>Ahmad, Manzoor</creator><creator>Fang, Bao-Zhu</creator><creator>Li, Shan-Hui</creator><creator>Deng, Qi-Qi</creator><creator>Wang, Pandeng</creator><creator>Li, Wen-Jun</creator><general>Elsevier Inc</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0002-1233-736X</orcidid></search><sort><creationdate>20220901</creationdate><title>Habitat-dependent prokaryotic microbial community, potential keystone species, and network complexity in a subtropical estuary</title><author>Duan, Li ; Li, Jia-Ling ; Yin, Ling-Zi ; Luo, Xiao-Qing ; Ahmad, Manzoor ; Fang, Bao-Zhu ; Li, Shan-Hui ; Deng, Qi-Qi ; Wang, Pandeng ; Li, Wen-Jun</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c362t-5e493c5f66a7451f089a7ab3afe7549bd72e595413c3f4b6da77a6476181cfe13</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Estuarine microbes</topic><topic>Free-living</topic><topic>Microbial network</topic><topic>Particle-attached</topic><topic>Sediment</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Duan, Li</creatorcontrib><creatorcontrib>Li, Jia-Ling</creatorcontrib><creatorcontrib>Yin, Ling-Zi</creatorcontrib><creatorcontrib>Luo, Xiao-Qing</creatorcontrib><creatorcontrib>Ahmad, Manzoor</creatorcontrib><creatorcontrib>Fang, Bao-Zhu</creatorcontrib><creatorcontrib>Li, Shan-Hui</creatorcontrib><creatorcontrib>Deng, Qi-Qi</creatorcontrib><creatorcontrib>Wang, Pandeng</creatorcontrib><creatorcontrib>Li, Wen-Jun</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Environmental research</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Duan, Li</au><au>Li, Jia-Ling</au><au>Yin, Ling-Zi</au><au>Luo, Xiao-Qing</au><au>Ahmad, Manzoor</au><au>Fang, Bao-Zhu</au><au>Li, Shan-Hui</au><au>Deng, Qi-Qi</au><au>Wang, Pandeng</au><au>Li, Wen-Jun</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Habitat-dependent prokaryotic microbial community, potential keystone species, and network complexity in a subtropical estuary</atitle><jtitle>Environmental research</jtitle><addtitle>Environ Res</addtitle><date>2022-09-01</date><risdate>2022</risdate><volume>212</volume><issue>Pt D</issue><spage>113376</spage><epage>113376</epage><pages>113376-113376</pages><artnum>113376</artnum><issn>0013-9351</issn><eissn>1096-0953</eissn><abstract>Microbes (e.g., bacteria and archaea) are indispensable components for the key biological processes of estuarine ecosystems and three main habitats (sediment, particle, and water) are harboring diverse estuarine microbes. However, we still know little about how the microbial community structures, potential keystone species, and network properties change among these three habitats in estuarine ecosystems. In this study, we collected size-fractioned water and sediment samples from the Pearl River Estuary to reveal their microbial diversity, community structures, network properties, and potential keystone taxa. We found that the sediment microbial community was remarkably more diverse than particle-attached (PA) and free-living (FL) communities, whereas its ecological network was less complex in terms of node distance and connectivity. TOC was determined as the main driver of sediment community, while the PA and FL communities were predominantly shaped by NO2−, non-ionic ammonia (NH) and pH. Among the bulk water, there were no significant differences between PA and FL communities in diversity, community structure, and network complexity. However, the PA community was more susceptible to metal elements, suggesting their higher level of involvement in physiological metabolism. Potential keystone taxa among community networks were taxonomically divergent in three habitats. Specifically, Synechococcales (Cyanobacteria) and Actinomarinales (Actinobacteria) exclusively served as the module-hubs in FL network, while members from phylum Proteobacteria and Bacteroidetes were the module-hubs and connectors in PA network. Potential keystone taxa in sediment network were more diverse and covered 9 phyla, including the only archaeal lineage Bathyarchaeia (Crenarchaeota). Overall, our study provided more detailed information about estuarine microbial communities in three habitats, especially the potential keystone species, which provided new perspectives on evaluating further effects of anthropogenic disturbances on estuarine microbes and facilitated the environment monitoring based on microbial community. [Display omitted] •Sediment microbial community was remarkably more diverse than particle-attached and free-living microbial communities.•Particle-attached community was more susceptible to metal elements than its free-living counterpart.•Sediment microbial network possessed more nodes and links while free-living and particle-attached microbial networks had higher complexity and connectivity.•Synechococcales, Actinomarinales exclusively served as the module-hubs in free-living microbial network.•Taxa from Proteobacteria, Bacteroidetes were identified as the module-hubs and connectors in particle-attached network.</abstract><cop>Netherlands</cop><pub>Elsevier Inc</pub><pmid>35561827</pmid><doi>10.1016/j.envres.2022.113376</doi><tpages>1</tpages><orcidid>https://orcid.org/0000-0002-1233-736X</orcidid></addata></record>
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subjects Estuarine microbes
Free-living
Microbial network
Particle-attached
Sediment
title Habitat-dependent prokaryotic microbial community, potential keystone species, and network complexity in a subtropical estuary
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