Copper and temperature shaped abundant and rare community assembly respectively in the Yellow River
Untangling assembly and microbial interaction of abundant and rare microbiota in aquatic ecosystem is pivotal for understanding how community assembly respond to environmental variables and co-occurrence patterns. Here, we explored the assembly mechanisms, their drivers, and species co-occurrence of...
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Veröffentlicht in: | Applied microbiology and biotechnology 2023-06, Vol.107 (11), p.3847-3858 |
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creator | Han, Binghua Yu, Qiaoling Wang, Xiaochen Feng, Tianshu Long, Meng Li, Huan |
description | Untangling assembly and microbial interaction of abundant and rare microbiota in aquatic ecosystem is pivotal for understanding how community assembly respond to environmental variables and co-occurrence patterns. Here, we explored the assembly mechanisms, their drivers, and species co-occurrence of abundant and rare microbiomes in the Yellow River using 16S rRNA gene sequencing in Lanzhou, China. Here, abundant community was ubiquitous across all sites, whereas rare community was uneven distributed. The richness and community dissimilarity of rare taxa were significantly greater than those of abundant ones. Stochastic processes structured the rare community assembly in spring and winter, while deterministic processes shaped the abundant and rare community assembly in other seasons and all sites. Copper and water temperature mediated the balance between deterministic and stochastic processes of abundant and rare community, respectively. A few abundant taxa with closer relationships frequently occupied central positions and had a great effect on other co-occurrences in the network, while the majority of keystone microbiota were rare microbiome and played a considerable part in maintaining the network structure. Our study provides some ecological proposals for water quality management and ecological stability of the Yellow River.
Key points
•
Deterministic process dominated abundant and rare community assembly.
•
Cu and TW mediated the balance of abundant and rare community assembly respectively.
•
Abundant taxa had a greater effect on other co-occurrences in the network. |
doi_str_mv | 10.1007/s00253-023-12538-9 |
format | Article |
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Key points
•
Deterministic process dominated abundant and rare community assembly.
•
Cu and TW mediated the balance of abundant and rare community assembly respectively.
•
Abundant taxa had a greater effect on other co-occurrences in the network.</description><identifier>ISSN: 0175-7598</identifier><identifier>EISSN: 1432-0614</identifier><identifier>DOI: 10.1007/s00253-023-12538-9</identifier><identifier>PMID: 37133799</identifier><language>eng</language><publisher>Berlin/Heidelberg: Springer Berlin Heidelberg</publisher><subject>Aquatic ecosystems ; Assembly ; Biomedical and Life Sciences ; Biotechnology ; China ; Copper ; Environmental aspects ; Environmental Biotechnology ; Gene sequencing ; Life Sciences ; Microbial colonies ; Microbial Genetics and Genomics ; Microbiology ; Microbiomes ; Microbiota ; Microorganisms ; Quality management ; Rare species ; Rivers ; RNA, Ribosomal, 16S - genetics ; rRNA 16S ; Stochastic models ; Stochastic processes ; Taxa ; Temperature ; Water quality ; Water quality management ; Water temperature</subject><ispartof>Applied microbiology and biotechnology, 2023-06, Vol.107 (11), p.3847-3858</ispartof><rights>The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature 2023. Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.</rights><rights>2023. The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature.</rights><rights>COPYRIGHT 2023 Springer</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c476t-2ea4dd0c2d02ffb2037e45553f41fa48aa7e949dd898b1ba8209241f323486a33</citedby><cites>FETCH-LOGICAL-c476t-2ea4dd0c2d02ffb2037e45553f41fa48aa7e949dd898b1ba8209241f323486a33</cites><orcidid>0000-0003-0973-9955</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s00253-023-12538-9$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s00253-023-12538-9$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,776,780,27901,27902,41464,42533,51294</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/37133799$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Han, Binghua</creatorcontrib><creatorcontrib>Yu, Qiaoling</creatorcontrib><creatorcontrib>Wang, Xiaochen</creatorcontrib><creatorcontrib>Feng, Tianshu</creatorcontrib><creatorcontrib>Long, Meng</creatorcontrib><creatorcontrib>Li, Huan</creatorcontrib><title>Copper and temperature shaped abundant and rare community assembly respectively in the Yellow River</title><title>Applied microbiology and biotechnology</title><addtitle>Appl Microbiol Biotechnol</addtitle><addtitle>Appl Microbiol Biotechnol</addtitle><description>Untangling assembly and microbial interaction of abundant and rare microbiota in aquatic ecosystem is pivotal for understanding how community assembly respond to environmental variables and co-occurrence patterns. Here, we explored the assembly mechanisms, their drivers, and species co-occurrence of abundant and rare microbiomes in the Yellow River using 16S rRNA gene sequencing in Lanzhou, China. Here, abundant community was ubiquitous across all sites, whereas rare community was uneven distributed. The richness and community dissimilarity of rare taxa were significantly greater than those of abundant ones. Stochastic processes structured the rare community assembly in spring and winter, while deterministic processes shaped the abundant and rare community assembly in other seasons and all sites. Copper and water temperature mediated the balance between deterministic and stochastic processes of abundant and rare community, respectively. A few abundant taxa with closer relationships frequently occupied central positions and had a great effect on other co-occurrences in the network, while the majority of keystone microbiota were rare microbiome and played a considerable part in maintaining the network structure. Our study provides some ecological proposals for water quality management and ecological stability of the Yellow River.
Key points
•
Deterministic process dominated abundant and rare community assembly.
•
Cu and TW mediated the balance of abundant and rare community assembly respectively.
•
Abundant taxa had a greater effect on other co-occurrences in the network.</description><subject>Aquatic ecosystems</subject><subject>Assembly</subject><subject>Biomedical and Life Sciences</subject><subject>Biotechnology</subject><subject>China</subject><subject>Copper</subject><subject>Environmental aspects</subject><subject>Environmental Biotechnology</subject><subject>Gene sequencing</subject><subject>Life Sciences</subject><subject>Microbial colonies</subject><subject>Microbial Genetics and Genomics</subject><subject>Microbiology</subject><subject>Microbiomes</subject><subject>Microbiota</subject><subject>Microorganisms</subject><subject>Quality management</subject><subject>Rare species</subject><subject>Rivers</subject><subject>RNA, Ribosomal, 16S - genetics</subject><subject>rRNA 16S</subject><subject>Stochastic models</subject><subject>Stochastic processes</subject><subject>Taxa</subject><subject>Temperature</subject><subject>Water quality</subject><subject>Water quality management</subject><subject>Water temperature</subject><issn>0175-7598</issn><issn>1432-0614</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>BENPR</sourceid><recordid>eNp9kk1v1DAQhi1ERZfCH-CAInGBQ1p_JbaP1YqPSpUqtXDgZE3iyTZV4gTbAfbf43ZLq0UV8sH2vM87mrGHkDeMHjNK1UmklFeipFyULB90aZ6RFZOCl7Rm8jlZUaaqUlVGH5KXMd5Qyriu6xfkUCgmhDJmRdr1NM8YCvCuSDjmI6QlYBGvYUZXQLN4Bz7d6QGy0E7juPg-bQuIEcdm2BYB44xt6n9ivvS-SNdYfMdhmH4VlzkYXpGDDoaIr-_3I_Lt08ev6y_l-cXns_XpedlKVaeSI0jnaMsd5V3XcCoUyqqqRCdZB1IDKDTSOKeNblgDmlPDsyS4kLoGIY7I-13eOUw_FozJjn1scyHgcVqi5Zqa_GSsUhl99w96My3B5-oyxTivlTT0kdrAgLb33ZQCtLdJ7amS2tR1VetMHT9B5eVw7NvJY9fn-J7hw54hMwl_pw0sMdqzq8t9lu_YNkwxBuzsHPoRwtYyam-nwO6mwOYpsHdTYE02vb3vbmlGdA-Wv9-eAbEDYpb8BsNj-_9J-wfL67rK</recordid><startdate>20230601</startdate><enddate>20230601</enddate><creator>Han, Binghua</creator><creator>Yu, Qiaoling</creator><creator>Wang, Xiaochen</creator><creator>Feng, Tianshu</creator><creator>Long, Meng</creator><creator>Li, Huan</creator><general>Springer Berlin Heidelberg</general><general>Springer</general><general>Springer Nature B.V</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>ISR</scope><scope>3V.</scope><scope>7QL</scope><scope>7T7</scope><scope>7WY</scope><scope>7WZ</scope><scope>7X7</scope><scope>7XB</scope><scope>87Z</scope><scope>88A</scope><scope>88E</scope><scope>88I</scope><scope>8AO</scope><scope>8FD</scope><scope>8FE</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>8FL</scope><scope>ABUWG</scope><scope>AEUYN</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BEZIV</scope><scope>BHPHI</scope><scope>C1K</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FR3</scope><scope>FRNLG</scope><scope>FYUFA</scope><scope>F~G</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>K60</scope><scope>K6~</scope><scope>K9.</scope><scope>L.-</scope><scope>LK8</scope><scope>M0C</scope><scope>M0S</scope><scope>M1P</scope><scope>M2P</scope><scope>M7N</scope><scope>M7P</scope><scope>P64</scope><scope>PQBIZ</scope><scope>PQBZA</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>Q9U</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0003-0973-9955</orcidid></search><sort><creationdate>20230601</creationdate><title>Copper and temperature shaped abundant and rare community assembly respectively in the Yellow River</title><author>Han, Binghua ; Yu, Qiaoling ; Wang, Xiaochen ; Feng, Tianshu ; Long, Meng ; Li, Huan</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c476t-2ea4dd0c2d02ffb2037e45553f41fa48aa7e949dd898b1ba8209241f323486a33</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Aquatic ecosystems</topic><topic>Assembly</topic><topic>Biomedical and Life Sciences</topic><topic>Biotechnology</topic><topic>China</topic><topic>Copper</topic><topic>Environmental aspects</topic><topic>Environmental Biotechnology</topic><topic>Gene sequencing</topic><topic>Life Sciences</topic><topic>Microbial colonies</topic><topic>Microbial Genetics and Genomics</topic><topic>Microbiology</topic><topic>Microbiomes</topic><topic>Microbiota</topic><topic>Microorganisms</topic><topic>Quality management</topic><topic>Rare species</topic><topic>Rivers</topic><topic>RNA, Ribosomal, 16S - genetics</topic><topic>rRNA 16S</topic><topic>Stochastic models</topic><topic>Stochastic processes</topic><topic>Taxa</topic><topic>Temperature</topic><topic>Water quality</topic><topic>Water quality management</topic><topic>Water temperature</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Han, Binghua</creatorcontrib><creatorcontrib>Yu, Qiaoling</creatorcontrib><creatorcontrib>Wang, Xiaochen</creatorcontrib><creatorcontrib>Feng, Tianshu</creatorcontrib><creatorcontrib>Long, Meng</creatorcontrib><creatorcontrib>Li, Huan</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Gale In Context: Science</collection><collection>ProQuest Central (Corporate)</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Industrial and Applied Microbiology Abstracts (Microbiology A)</collection><collection>ABI/INFORM Collection</collection><collection>ABI/INFORM Global (PDF only)</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>ABI/INFORM Global (Alumni Edition)</collection><collection>Biology Database (Alumni Edition)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Science Database (Alumni Edition)</collection><collection>ProQuest Pharma Collection</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ABI/INFORM Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest One Sustainability</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>Business Premium Collection</collection><collection>Natural Science Collection</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Engineering Research Database</collection><collection>Business Premium Collection (Alumni)</collection><collection>Health Research Premium Collection</collection><collection>ABI/INFORM Global (Corporate)</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Business Collection (Alumni Edition)</collection><collection>ProQuest Business Collection</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>ABI/INFORM Professional Advanced</collection><collection>ProQuest Biological Science Collection</collection><collection>ABI/INFORM Global</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Science Database</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>Biological Science Database</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>ProQuest One Business</collection><collection>ProQuest One Business (Alumni)</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>ProQuest Central Basic</collection><collection>MEDLINE - Academic</collection><jtitle>Applied microbiology and biotechnology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Han, Binghua</au><au>Yu, Qiaoling</au><au>Wang, Xiaochen</au><au>Feng, Tianshu</au><au>Long, Meng</au><au>Li, Huan</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Copper and temperature shaped abundant and rare community assembly respectively in the Yellow River</atitle><jtitle>Applied microbiology and biotechnology</jtitle><stitle>Appl Microbiol Biotechnol</stitle><addtitle>Appl Microbiol Biotechnol</addtitle><date>2023-06-01</date><risdate>2023</risdate><volume>107</volume><issue>11</issue><spage>3847</spage><epage>3858</epage><pages>3847-3858</pages><issn>0175-7598</issn><eissn>1432-0614</eissn><abstract>Untangling assembly and microbial interaction of abundant and rare microbiota in aquatic ecosystem is pivotal for understanding how community assembly respond to environmental variables and co-occurrence patterns. Here, we explored the assembly mechanisms, their drivers, and species co-occurrence of abundant and rare microbiomes in the Yellow River using 16S rRNA gene sequencing in Lanzhou, China. Here, abundant community was ubiquitous across all sites, whereas rare community was uneven distributed. The richness and community dissimilarity of rare taxa were significantly greater than those of abundant ones. Stochastic processes structured the rare community assembly in spring and winter, while deterministic processes shaped the abundant and rare community assembly in other seasons and all sites. Copper and water temperature mediated the balance between deterministic and stochastic processes of abundant and rare community, respectively. A few abundant taxa with closer relationships frequently occupied central positions and had a great effect on other co-occurrences in the network, while the majority of keystone microbiota were rare microbiome and played a considerable part in maintaining the network structure. Our study provides some ecological proposals for water quality management and ecological stability of the Yellow River.
Key points
•
Deterministic process dominated abundant and rare community assembly.
•
Cu and TW mediated the balance of abundant and rare community assembly respectively.
•
Abundant taxa had a greater effect on other co-occurrences in the network.</abstract><cop>Berlin/Heidelberg</cop><pub>Springer Berlin Heidelberg</pub><pmid>37133799</pmid><doi>10.1007/s00253-023-12538-9</doi><tpages>12</tpages><orcidid>https://orcid.org/0000-0003-0973-9955</orcidid></addata></record> |
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subjects | Aquatic ecosystems Assembly Biomedical and Life Sciences Biotechnology China Copper Environmental aspects Environmental Biotechnology Gene sequencing Life Sciences Microbial colonies Microbial Genetics and Genomics Microbiology Microbiomes Microbiota Microorganisms Quality management Rare species Rivers RNA, Ribosomal, 16S - genetics rRNA 16S Stochastic models Stochastic processes Taxa Temperature Water quality Water quality management Water temperature |
title | Copper and temperature shaped abundant and rare community assembly respectively in the Yellow River |
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