Correlating microbial community compositions with environmental factors in activated sludge from four full-scale municipal wastewater treatment plants in Shanghai, China
Activated sludge system is an important process of domestic and industrial wastewater treatment containing highly diverse microbial communities. In this study, high-throughput sequencing was applied to examine the microbial community composition and diversity of activated sludge samples from four fu...
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| Veröffentlicht in: | Applied microbiology and biotechnology 2016-05, Vol.100 (10), p.4663-4673 |
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| creator | Gao, Pin Xu, Wenli Sontag, Philip Li, Xiang Xue, Gang Liu, Tong Sun, Weimin |
| description | Activated sludge system is an important process of domestic and industrial wastewater treatment containing highly diverse microbial communities. In this study, high-throughput sequencing was applied to examine the microbial community composition and diversity of activated sludge samples from four full-scale municipal wastewater treatment plants (WWTPs) in Shanghai. A relationship between microbial communities and environmental variables was examined.
Proteobacteria
was the most dominant phylogenetic group, followed by
Bacteroidetes
and
Firmicutes
. A total of 166 genera were commonly shared by all seven sludge samples, including
Zoogloea
,
Dechloromonas
,
Thauera
,
Nitrospira
,
Arcobacter
, etc. Besides these shared populations, certain unique bacterial populations were found abundant in individual sludge sample. Canonical correspondence analysis (CCA) indicated that influent COD and pH had the greatest influence on microbial community compositions, whereas dissolved oxygen (DO) exhibited the least influence. The operating process was likely to foster diversity of the microbial communities inhabiting the wastewater treatment facilities. Alternative operation methods including a fluctuation of anoxic, oxic, and anaerobic conditions were favorable for promoting the growth of diverse microbial populations in activated sludge systems. |
| doi_str_mv | 10.1007/s00253-016-7307-0 |
| format | Article |
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Proteobacteria
was the most dominant phylogenetic group, followed by
Bacteroidetes
and
Firmicutes
. A total of 166 genera were commonly shared by all seven sludge samples, including
Zoogloea
,
Dechloromonas
,
Thauera
,
Nitrospira
,
Arcobacter
, etc. Besides these shared populations, certain unique bacterial populations were found abundant in individual sludge sample. Canonical correspondence analysis (CCA) indicated that influent COD and pH had the greatest influence on microbial community compositions, whereas dissolved oxygen (DO) exhibited the least influence. The operating process was likely to foster diversity of the microbial communities inhabiting the wastewater treatment facilities. Alternative operation methods including a fluctuation of anoxic, oxic, and anaerobic conditions were favorable for promoting the growth of diverse microbial populations in activated sludge systems.</description><identifier>ISSN: 0175-7598</identifier><identifier>EISSN: 1432-0614</identifier><identifier>DOI: 10.1007/s00253-016-7307-0</identifier><identifier>PMID: 26795962</identifier><language>eng</language><publisher>Berlin/Heidelberg: Springer Berlin Heidelberg</publisher><subject>Activated sludge ; Anaerobic conditions ; Analysis ; Arcobacter ; Bacteria ; Bacteria - classification ; Bacteria - genetics ; Bacteria - metabolism ; Bacteroidetes - classification ; Bacteroidetes - metabolism ; Biodegradation, Environmental ; Biological Oxygen Demand Analysis ; Biomass ; Biomedical and Life Sciences ; Bioreactors ; Biotechnology ; Chemical oxygen demand ; China ; Community composition ; Dissolved oxygen ; DNA, Bacterial - genetics ; Environmental aspects ; Environmental Biotechnology ; Environmental factors ; Firmicutes ; Firmicutes - classification ; Firmicutes - metabolism ; Genetic testing ; Hydrogen-Ion Concentration ; Industrial wastes ; Industrial wastewater ; Industrial wastewater treatment ; Laboratories ; Life Sciences ; Management ; Metabolism ; Microbial activity ; Microbial colonies ; Microbial Consortia ; Microbial Genetics and Genomics ; Microbiology ; Municipal wastewater ; Nitrospira ; Phylogenetics ; Phylogeny ; Proteobacteria ; Proteobacteria - classification ; Proteobacteria - metabolism ; Sequence Analysis, DNA ; Sewage - microbiology ; Sewage disposal plants ; Sludge ; Studies ; Taxonomy ; Thauera ; Wastewater treatment plants ; Water treatment ; Water treatment plants ; Zoogloea</subject><ispartof>Applied microbiology and biotechnology, 2016-05, Vol.100 (10), p.4663-4673</ispartof><rights>Springer-Verlag Berlin Heidelberg 2016</rights><rights>COPYRIGHT 2016 Springer</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c543t-5a45d50b73f3faa7b84362029b8d673ed481460dcc17aee4d8e8e64db603b6e63</citedby><cites>FETCH-LOGICAL-c543t-5a45d50b73f3faa7b84362029b8d673ed481460dcc17aee4d8e8e64db603b6e63</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s00253-016-7307-0$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s00253-016-7307-0$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,776,780,27903,27904,41467,42536,51297</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/26795962$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Gao, Pin</creatorcontrib><creatorcontrib>Xu, Wenli</creatorcontrib><creatorcontrib>Sontag, Philip</creatorcontrib><creatorcontrib>Li, Xiang</creatorcontrib><creatorcontrib>Xue, Gang</creatorcontrib><creatorcontrib>Liu, Tong</creatorcontrib><creatorcontrib>Sun, Weimin</creatorcontrib><title>Correlating microbial community compositions with environmental factors in activated sludge from four full-scale municipal wastewater treatment plants in Shanghai, China</title><title>Applied microbiology and biotechnology</title><addtitle>Appl Microbiol Biotechnol</addtitle><addtitle>Appl Microbiol Biotechnol</addtitle><description>Activated sludge system is an important process of domestic and industrial wastewater treatment containing highly diverse microbial communities. In this study, high-throughput sequencing was applied to examine the microbial community composition and diversity of activated sludge samples from four full-scale municipal wastewater treatment plants (WWTPs) in Shanghai. A relationship between microbial communities and environmental variables was examined.
Proteobacteria
was the most dominant phylogenetic group, followed by
Bacteroidetes
and
Firmicutes
. A total of 166 genera were commonly shared by all seven sludge samples, including
Zoogloea
,
Dechloromonas
,
Thauera
,
Nitrospira
,
Arcobacter
, etc. Besides these shared populations, certain unique bacterial populations were found abundant in individual sludge sample. Canonical correspondence analysis (CCA) indicated that influent COD and pH had the greatest influence on microbial community compositions, whereas dissolved oxygen (DO) exhibited the least influence. The operating process was likely to foster diversity of the microbial communities inhabiting the wastewater treatment facilities. Alternative operation methods including a fluctuation of anoxic, oxic, and anaerobic conditions were favorable for promoting the growth of diverse microbial populations in activated sludge systems.</description><subject>Activated sludge</subject><subject>Anaerobic conditions</subject><subject>Analysis</subject><subject>Arcobacter</subject><subject>Bacteria</subject><subject>Bacteria - classification</subject><subject>Bacteria - genetics</subject><subject>Bacteria - metabolism</subject><subject>Bacteroidetes - classification</subject><subject>Bacteroidetes - metabolism</subject><subject>Biodegradation, Environmental</subject><subject>Biological Oxygen Demand Analysis</subject><subject>Biomass</subject><subject>Biomedical and Life Sciences</subject><subject>Bioreactors</subject><subject>Biotechnology</subject><subject>Chemical oxygen demand</subject><subject>China</subject><subject>Community composition</subject><subject>Dissolved oxygen</subject><subject>DNA, Bacterial - genetics</subject><subject>Environmental aspects</subject><subject>Environmental Biotechnology</subject><subject>Environmental factors</subject><subject>Firmicutes</subject><subject>Firmicutes - classification</subject><subject>Firmicutes - metabolism</subject><subject>Genetic testing</subject><subject>Hydrogen-Ion Concentration</subject><subject>Industrial wastes</subject><subject>Industrial wastewater</subject><subject>Industrial wastewater treatment</subject><subject>Laboratories</subject><subject>Life Sciences</subject><subject>Management</subject><subject>Metabolism</subject><subject>Microbial activity</subject><subject>Microbial colonies</subject><subject>Microbial Consortia</subject><subject>Microbial Genetics and Genomics</subject><subject>Microbiology</subject><subject>Municipal wastewater</subject><subject>Nitrospira</subject><subject>Phylogenetics</subject><subject>Phylogeny</subject><subject>Proteobacteria</subject><subject>Proteobacteria - classification</subject><subject>Proteobacteria - metabolism</subject><subject>Sequence Analysis, DNA</subject><subject>Sewage - microbiology</subject><subject>Sewage disposal plants</subject><subject>Sludge</subject><subject>Studies</subject><subject>Taxonomy</subject><subject>Thauera</subject><subject>Wastewater treatment plants</subject><subject>Water treatment</subject><subject>Water treatment plants</subject><subject>Zoogloea</subject><issn>0175-7598</issn><issn>1432-0614</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><recordid>eNqNks1u1DAUhSMEokPhAdggS2xaiRT_xXaW1YhCpUpIFNaWk9xkXCX2YDsd-ki8JQ5TfgaBhLzwlf2dI9_rUxTPCT4jGMvXEWNasRITUUqGZYkfFCvCGS2xIPxhscJEVqWsanVUPInxBmNClRCPiyMqZF3Vgq6Kr2sfAowmWTegybbBN9aMqPXTNDub7pZq66NN1ruIdjZtELhbG7ybwKVM9qZNPkRkHcqVvTUJOhTHuRsA9cFPqPdzQP08jmVszQho8W3tNkt3JibYZUFAKYBJiyPajsal73bXG-OGjbGv0HpjnXlaPOrNGOHZ_X5cfLp483H9rrx6__ZyfX5VthVnqawMr7oKN5L1rDdGNoozQTGtG9UJyaDjinCBu7Yl0gDwToECwbtGYNYIEOy4ONn7boP_PENMerKxhTG_C_wcNZFK1kqSWv0PWlHCGK0z-vIP9CbPxeVGFooLSUWlflFDnpS2rvcpmHYx1ee8wopRrlimzv5C5dVB_kHvoLf5_EBweiDITIIvaTBzjPry-sMhS_ZsjkKMAXq9DXYy4U4TrJfU6X3qdE6dXlKncda8uG9ubibofip-xCwDdA_EfOUGCL91_0_Xb0T245c</recordid><startdate>20160501</startdate><enddate>20160501</enddate><creator>Gao, Pin</creator><creator>Xu, Wenli</creator><creator>Sontag, Philip</creator><creator>Li, Xiang</creator><creator>Xue, Gang</creator><creator>Liu, Tong</creator><creator>Sun, Weimin</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>Q9U</scope><scope>7X8</scope><scope>7QO</scope></search><sort><creationdate>20160501</creationdate><title>Correlating microbial community compositions with environmental factors in activated sludge from four full-scale municipal wastewater treatment plants in Shanghai, China</title><author>Gao, Pin ; Xu, Wenli ; Sontag, Philip ; Li, Xiang ; Xue, Gang ; Liu, Tong ; Sun, Weimin</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c543t-5a45d50b73f3faa7b84362029b8d673ed481460dcc17aee4d8e8e64db603b6e63</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2016</creationdate><topic>Activated sludge</topic><topic>Anaerobic conditions</topic><topic>Analysis</topic><topic>Arcobacter</topic><topic>Bacteria</topic><topic>Bacteria - classification</topic><topic>Bacteria - genetics</topic><topic>Bacteria - metabolism</topic><topic>Bacteroidetes - classification</topic><topic>Bacteroidetes - metabolism</topic><topic>Biodegradation, Environmental</topic><topic>Biological Oxygen Demand Analysis</topic><topic>Biomass</topic><topic>Biomedical and Life Sciences</topic><topic>Bioreactors</topic><topic>Biotechnology</topic><topic>Chemical oxygen demand</topic><topic>China</topic><topic>Community composition</topic><topic>Dissolved oxygen</topic><topic>DNA, Bacterial - genetics</topic><topic>Environmental aspects</topic><topic>Environmental Biotechnology</topic><topic>Environmental factors</topic><topic>Firmicutes</topic><topic>Firmicutes - classification</topic><topic>Firmicutes - metabolism</topic><topic>Genetic testing</topic><topic>Hydrogen-Ion Concentration</topic><topic>Industrial wastes</topic><topic>Industrial wastewater</topic><topic>Industrial wastewater treatment</topic><topic>Laboratories</topic><topic>Life Sciences</topic><topic>Management</topic><topic>Metabolism</topic><topic>Microbial activity</topic><topic>Microbial colonies</topic><topic>Microbial Consortia</topic><topic>Microbial Genetics and Genomics</topic><topic>Microbiology</topic><topic>Municipal wastewater</topic><topic>Nitrospira</topic><topic>Phylogenetics</topic><topic>Phylogeny</topic><topic>Proteobacteria</topic><topic>Proteobacteria - classification</topic><topic>Proteobacteria - metabolism</topic><topic>Sequence Analysis, DNA</topic><topic>Sewage - microbiology</topic><topic>Sewage disposal plants</topic><topic>Sludge</topic><topic>Studies</topic><topic>Taxonomy</topic><topic>Thauera</topic><topic>Wastewater treatment plants</topic><topic>Water treatment</topic><topic>Water treatment plants</topic><topic>Zoogloea</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Gao, Pin</creatorcontrib><creatorcontrib>Xu, Wenli</creatorcontrib><creatorcontrib>Sontag, Philip</creatorcontrib><creatorcontrib>Li, Xiang</creatorcontrib><creatorcontrib>Xue, Gang</creatorcontrib><creatorcontrib>Liu, Tong</creatorcontrib><creatorcontrib>Sun, Weimin</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 (ProQuest)</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>One Business (ProQuest)</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 Basic</collection><collection>MEDLINE - Academic</collection><collection>Biotechnology Research Abstracts</collection><jtitle>Applied microbiology and biotechnology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Gao, Pin</au><au>Xu, Wenli</au><au>Sontag, Philip</au><au>Li, Xiang</au><au>Xue, Gang</au><au>Liu, Tong</au><au>Sun, Weimin</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Correlating microbial community compositions with environmental factors in activated sludge from four full-scale municipal wastewater treatment plants in Shanghai, China</atitle><jtitle>Applied microbiology and biotechnology</jtitle><stitle>Appl Microbiol Biotechnol</stitle><addtitle>Appl Microbiol Biotechnol</addtitle><date>2016-05-01</date><risdate>2016</risdate><volume>100</volume><issue>10</issue><spage>4663</spage><epage>4673</epage><pages>4663-4673</pages><issn>0175-7598</issn><eissn>1432-0614</eissn><abstract>Activated sludge system is an important process of domestic and industrial wastewater treatment containing highly diverse microbial communities. In this study, high-throughput sequencing was applied to examine the microbial community composition and diversity of activated sludge samples from four full-scale municipal wastewater treatment plants (WWTPs) in Shanghai. A relationship between microbial communities and environmental variables was examined.
Proteobacteria
was the most dominant phylogenetic group, followed by
Bacteroidetes
and
Firmicutes
. A total of 166 genera were commonly shared by all seven sludge samples, including
Zoogloea
,
Dechloromonas
,
Thauera
,
Nitrospira
,
Arcobacter
, etc. Besides these shared populations, certain unique bacterial populations were found abundant in individual sludge sample. Canonical correspondence analysis (CCA) indicated that influent COD and pH had the greatest influence on microbial community compositions, whereas dissolved oxygen (DO) exhibited the least influence. The operating process was likely to foster diversity of the microbial communities inhabiting the wastewater treatment facilities. Alternative operation methods including a fluctuation of anoxic, oxic, and anaerobic conditions were favorable for promoting the growth of diverse microbial populations in activated sludge systems.</abstract><cop>Berlin/Heidelberg</cop><pub>Springer Berlin Heidelberg</pub><pmid>26795962</pmid><doi>10.1007/s00253-016-7307-0</doi><tpages>11</tpages></addata></record> |
| fulltext | fulltext |
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| ispartof | Applied microbiology and biotechnology, 2016-05, Vol.100 (10), p.4663-4673 |
| issn | 0175-7598 1432-0614 |
| language | eng |
| recordid | cdi_proquest_miscellaneous_1787987198 |
| source | MEDLINE; Springer Nature - Complete Springer Journals |
| subjects | Activated sludge Anaerobic conditions Analysis Arcobacter Bacteria Bacteria - classification Bacteria - genetics Bacteria - metabolism Bacteroidetes - classification Bacteroidetes - metabolism Biodegradation, Environmental Biological Oxygen Demand Analysis Biomass Biomedical and Life Sciences Bioreactors Biotechnology Chemical oxygen demand China Community composition Dissolved oxygen DNA, Bacterial - genetics Environmental aspects Environmental Biotechnology Environmental factors Firmicutes Firmicutes - classification Firmicutes - metabolism Genetic testing Hydrogen-Ion Concentration Industrial wastes Industrial wastewater Industrial wastewater treatment Laboratories Life Sciences Management Metabolism Microbial activity Microbial colonies Microbial Consortia Microbial Genetics and Genomics Microbiology Municipal wastewater Nitrospira Phylogenetics Phylogeny Proteobacteria Proteobacteria - classification Proteobacteria - metabolism Sequence Analysis, DNA Sewage - microbiology Sewage disposal plants Sludge Studies Taxonomy Thauera Wastewater treatment plants Water treatment Water treatment plants Zoogloea |
| title | Correlating microbial community compositions with environmental factors in activated sludge from four full-scale municipal wastewater treatment plants in Shanghai, China |
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