Bacterial community structure and variation in a full-scale seawater desalination plant for drinking water production
Microbial processes inevitably play a role in membrane-based desalination plants, mainly recognized as membrane biofouling. We assessed the bacterial community structure and diversity during different treatment steps in a full-scale seawater desalination plant producing 40,000 m3/d of drinking water...
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creator | Belila, A. El-Chakhtoura, J. Otaibi, N. Muyzer, G. Gonzalez-Gil, G. Saikaly, P.E. van Loosdrecht, M.C.M. Vrouwenvelder, J.S. |
description | Microbial processes inevitably play a role in membrane-based desalination plants, mainly recognized as membrane biofouling. We assessed the bacterial community structure and diversity during different treatment steps in a full-scale seawater desalination plant producing 40,000 m3/d of drinking water. Water samples were taken over the full treatment train consisting of chlorination, spruce media and cartridge filters, de-chlorination, first and second pass reverse osmosis (RO) membranes and final chlorine dosage for drinking water distribution. The water samples were analyzed for water quality parameters (total bacterial cell number, total organic carbon, conductivity, pH, etc.) and microbial community composition by 16S rRNA gene pyrosequencing. The planktonic microbial community was dominated by Proteobacteria (48.6%) followed by Bacteroidetes (15%), Firmicutes (9.3%) and Cyanobacteria (4.9%). During the pretreatment step, the spruce media filter did not impact the bacterial community composition dominated by Proteobacteria. In contrast, the RO and final chlorination treatment steps reduced the Proteobacterial relative abundance in the produced water where Firmicutes constituted the most dominant bacterial group. Shannon and Chao1 diversity indices showed that bacterial species richness and diversity decreased during the seawater desalination process. The two-stage RO filtration strongly reduced the water conductivity (>99%), TOC concentration (98.5%) and total bacterial cell number (>99%), albeit some bacterial DNA was found in the water after RO filtration. About 0.25% of the total bacterial operational taxonomic units (OTUs) were present in all stages of the desalination plant: the seawater, the RO permeates and the chlorinated drinking water, suggesting that these bacterial strains can survive in different environments such as high/low salt concentration and with/without residual disinfectant. These bacterial strains were not caused by contamination during water sample filtration or from DNA extraction protocols. Control measurements for sample contamination are important for clean water studies.
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•Bacterial communities in seawater desalination plant for drinking water production.•High bacterial diversity throughout all explored water treatment stages.•Filtration, RO and chlorination each had a distinct imprint in bacterial community.•Potential sample contamination controls are important for clean water studies. |
doi_str_mv | 10.1016/j.watres.2016.02.039 |
format | Article |
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[Display omitted]
•Bacterial communities in seawater desalination plant for drinking water production.•High bacterial diversity throughout all explored water treatment stages.•Filtration, RO and chlorination each had a distinct imprint in bacterial community.•Potential sample contamination controls are important for clean water studies.</description><identifier>ISSN: 0043-1354</identifier><identifier>EISSN: 1879-2448</identifier><identifier>DOI: 10.1016/j.watres.2016.02.039</identifier><identifier>PMID: 26925544</identifier><language>eng</language><publisher>England: Elsevier Ltd</publisher><subject>16S rRNA gene pyrosequencing ; Bacteria ; Bacterial population ; Chlorine - chemistry ; Communities ; Cyanobacteria ; Desalination ; DNA, Bacterial - isolation & purification ; Drinking water ; Drinking Water - microbiology ; Filtration ; Firmicutes ; Membrane based drinking water production ; Membranes, Artificial ; Osmosis ; Plants (organisms) ; Proteobacteria ; Proteobacteria - isolation & purification ; Reverse osmosis ; RNA, Ribosomal, 16S - genetics ; Sample contamination control ; Sea water ; Seawater - microbiology ; Seawater desalination ; Water Microbiology ; Water purification ; Water Purification - methods ; Water Quality</subject><ispartof>Water research (Oxford), 2016-05, Vol.94, p.62-72</ispartof><rights>2016 Elsevier Ltd</rights><rights>Copyright © 2016 Elsevier Ltd. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c540t-6e8ebad7415d60a75b6f5f6bd2ab662900a8ae92b6dd70830ec96bf2efdd37093</citedby><cites>FETCH-LOGICAL-c540t-6e8ebad7415d60a75b6f5f6bd2ab662900a8ae92b6dd70830ec96bf2efdd37093</cites><orcidid>0000-0003-2668-2057 ; 0000-0003-0658-4775</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.watres.2016.02.039$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,780,784,3550,27924,27925,45995</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/26925544$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Belila, A.</creatorcontrib><creatorcontrib>El-Chakhtoura, J.</creatorcontrib><creatorcontrib>Otaibi, N.</creatorcontrib><creatorcontrib>Muyzer, G.</creatorcontrib><creatorcontrib>Gonzalez-Gil, G.</creatorcontrib><creatorcontrib>Saikaly, P.E.</creatorcontrib><creatorcontrib>van Loosdrecht, M.C.M.</creatorcontrib><creatorcontrib>Vrouwenvelder, J.S.</creatorcontrib><title>Bacterial community structure and variation in a full-scale seawater desalination plant for drinking water production</title><title>Water research (Oxford)</title><addtitle>Water Res</addtitle><description>Microbial processes inevitably play a role in membrane-based desalination plants, mainly recognized as membrane biofouling. We assessed the bacterial community structure and diversity during different treatment steps in a full-scale seawater desalination plant producing 40,000 m3/d of drinking water. Water samples were taken over the full treatment train consisting of chlorination, spruce media and cartridge filters, de-chlorination, first and second pass reverse osmosis (RO) membranes and final chlorine dosage for drinking water distribution. The water samples were analyzed for water quality parameters (total bacterial cell number, total organic carbon, conductivity, pH, etc.) and microbial community composition by 16S rRNA gene pyrosequencing. The planktonic microbial community was dominated by Proteobacteria (48.6%) followed by Bacteroidetes (15%), Firmicutes (9.3%) and Cyanobacteria (4.9%). During the pretreatment step, the spruce media filter did not impact the bacterial community composition dominated by Proteobacteria. In contrast, the RO and final chlorination treatment steps reduced the Proteobacterial relative abundance in the produced water where Firmicutes constituted the most dominant bacterial group. Shannon and Chao1 diversity indices showed that bacterial species richness and diversity decreased during the seawater desalination process. The two-stage RO filtration strongly reduced the water conductivity (>99%), TOC concentration (98.5%) and total bacterial cell number (>99%), albeit some bacterial DNA was found in the water after RO filtration. About 0.25% of the total bacterial operational taxonomic units (OTUs) were present in all stages of the desalination plant: the seawater, the RO permeates and the chlorinated drinking water, suggesting that these bacterial strains can survive in different environments such as high/low salt concentration and with/without residual disinfectant. These bacterial strains were not caused by contamination during water sample filtration or from DNA extraction protocols. Control measurements for sample contamination are important for clean water studies.
[Display omitted]
•Bacterial communities in seawater desalination plant for drinking water production.•High bacterial diversity throughout all explored water treatment stages.•Filtration, RO and chlorination each had a distinct imprint in bacterial community.•Potential sample contamination controls are important for clean water studies.</description><subject>16S rRNA gene pyrosequencing</subject><subject>Bacteria</subject><subject>Bacterial population</subject><subject>Chlorine - chemistry</subject><subject>Communities</subject><subject>Cyanobacteria</subject><subject>Desalination</subject><subject>DNA, Bacterial - isolation & purification</subject><subject>Drinking water</subject><subject>Drinking Water - microbiology</subject><subject>Filtration</subject><subject>Firmicutes</subject><subject>Membrane based drinking water production</subject><subject>Membranes, Artificial</subject><subject>Osmosis</subject><subject>Plants (organisms)</subject><subject>Proteobacteria</subject><subject>Proteobacteria - isolation & purification</subject><subject>Reverse osmosis</subject><subject>RNA, Ribosomal, 16S - genetics</subject><subject>Sample contamination control</subject><subject>Sea water</subject><subject>Seawater - microbiology</subject><subject>Seawater desalination</subject><subject>Water Microbiology</subject><subject>Water purification</subject><subject>Water Purification - methods</subject><subject>Water Quality</subject><issn>0043-1354</issn><issn>1879-2448</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqNkU9vFiEQh4mxsa_Vb2AMRy-7DiywcDHRplWTJr3ombAwa3jdP6_A1vTbS7PVo3oiMM_Mb8JDyCsGLQOm3h7bn64kzC2vtxZ4C515Qg5M96bhQuin5AAguoZ1UpyT5zkfAYDzzjwj51wZLqUQB7J9cL5gim6ifp3nbYnlnuaSNl-2hNQtgd65Wi5xXWhcqKPjNk1N9m5CmtHVHTDRgNlNcdmp0-SWQse1Pqe4fI_LN7pTp7SGOrcyL8jZ6KaMLx_PC_L1-urL5afm5vbj58v3N42XAkqjUOPgQi-YDApcLwc1ylENgbtBKW4AnHZo-KBC6EF3gN6oYeQ4htD1YLoL8mafW6N_bJiLnWP2ONUNcd2yZRo0Ay0M-zfaa8kFEwL-A-11DxIkr6jYUZ_WnBOO9pTi7NK9ZWAfNNqj3TXaB40WuK0aa9vrx4RtmDH8afrtrQLvdgDr791FTDb7iIvHEBP6YsMa_57wCxFgsp0</recordid><startdate>20160501</startdate><enddate>20160501</enddate><creator>Belila, A.</creator><creator>El-Chakhtoura, J.</creator><creator>Otaibi, N.</creator><creator>Muyzer, G.</creator><creator>Gonzalez-Gil, G.</creator><creator>Saikaly, P.E.</creator><creator>van Loosdrecht, M.C.M.</creator><creator>Vrouwenvelder, J.S.</creator><general>Elsevier Ltd</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>7X8</scope><scope>7QH</scope><scope>7QL</scope><scope>7ST</scope><scope>7T7</scope><scope>7UA</scope><scope>8FD</scope><scope>C1K</scope><scope>F1W</scope><scope>FR3</scope><scope>H97</scope><scope>L.G</scope><scope>P64</scope><scope>SOI</scope><scope>KR7</scope><orcidid>https://orcid.org/0000-0003-2668-2057</orcidid><orcidid>https://orcid.org/0000-0003-0658-4775</orcidid></search><sort><creationdate>20160501</creationdate><title>Bacterial community structure and variation in a full-scale seawater desalination plant for drinking water production</title><author>Belila, A. ; El-Chakhtoura, J. ; Otaibi, N. ; Muyzer, G. ; Gonzalez-Gil, G. ; Saikaly, P.E. ; van Loosdrecht, M.C.M. ; Vrouwenvelder, J.S.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c540t-6e8ebad7415d60a75b6f5f6bd2ab662900a8ae92b6dd70830ec96bf2efdd37093</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2016</creationdate><topic>16S rRNA gene pyrosequencing</topic><topic>Bacteria</topic><topic>Bacterial population</topic><topic>Chlorine - chemistry</topic><topic>Communities</topic><topic>Cyanobacteria</topic><topic>Desalination</topic><topic>DNA, Bacterial - isolation & purification</topic><topic>Drinking water</topic><topic>Drinking Water - microbiology</topic><topic>Filtration</topic><topic>Firmicutes</topic><topic>Membrane based drinking water production</topic><topic>Membranes, Artificial</topic><topic>Osmosis</topic><topic>Plants (organisms)</topic><topic>Proteobacteria</topic><topic>Proteobacteria - isolation & purification</topic><topic>Reverse osmosis</topic><topic>RNA, Ribosomal, 16S - genetics</topic><topic>Sample contamination control</topic><topic>Sea water</topic><topic>Seawater - microbiology</topic><topic>Seawater desalination</topic><topic>Water Microbiology</topic><topic>Water purification</topic><topic>Water Purification - methods</topic><topic>Water Quality</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Belila, A.</creatorcontrib><creatorcontrib>El-Chakhtoura, J.</creatorcontrib><creatorcontrib>Otaibi, N.</creatorcontrib><creatorcontrib>Muyzer, G.</creatorcontrib><creatorcontrib>Gonzalez-Gil, G.</creatorcontrib><creatorcontrib>Saikaly, P.E.</creatorcontrib><creatorcontrib>van Loosdrecht, M.C.M.</creatorcontrib><creatorcontrib>Vrouwenvelder, J.S.</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>Aqualine</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Environment Abstracts</collection><collection>Industrial and Applied Microbiology Abstracts (Microbiology A)</collection><collection>Water Resources Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ASFA: Aquatic Sciences and Fisheries Abstracts</collection><collection>Engineering Research Database</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) 3: Aquatic Pollution & Environmental Quality</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) Professional</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Environment Abstracts</collection><collection>Civil Engineering Abstracts</collection><jtitle>Water research (Oxford)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Belila, A.</au><au>El-Chakhtoura, J.</au><au>Otaibi, N.</au><au>Muyzer, G.</au><au>Gonzalez-Gil, G.</au><au>Saikaly, P.E.</au><au>van Loosdrecht, M.C.M.</au><au>Vrouwenvelder, J.S.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Bacterial community structure and variation in a full-scale seawater desalination plant for drinking water production</atitle><jtitle>Water research (Oxford)</jtitle><addtitle>Water Res</addtitle><date>2016-05-01</date><risdate>2016</risdate><volume>94</volume><spage>62</spage><epage>72</epage><pages>62-72</pages><issn>0043-1354</issn><eissn>1879-2448</eissn><abstract>Microbial processes inevitably play a role in membrane-based desalination plants, mainly recognized as membrane biofouling. We assessed the bacterial community structure and diversity during different treatment steps in a full-scale seawater desalination plant producing 40,000 m3/d of drinking water. Water samples were taken over the full treatment train consisting of chlorination, spruce media and cartridge filters, de-chlorination, first and second pass reverse osmosis (RO) membranes and final chlorine dosage for drinking water distribution. The water samples were analyzed for water quality parameters (total bacterial cell number, total organic carbon, conductivity, pH, etc.) and microbial community composition by 16S rRNA gene pyrosequencing. The planktonic microbial community was dominated by Proteobacteria (48.6%) followed by Bacteroidetes (15%), Firmicutes (9.3%) and Cyanobacteria (4.9%). During the pretreatment step, the spruce media filter did not impact the bacterial community composition dominated by Proteobacteria. In contrast, the RO and final chlorination treatment steps reduced the Proteobacterial relative abundance in the produced water where Firmicutes constituted the most dominant bacterial group. Shannon and Chao1 diversity indices showed that bacterial species richness and diversity decreased during the seawater desalination process. The two-stage RO filtration strongly reduced the water conductivity (>99%), TOC concentration (98.5%) and total bacterial cell number (>99%), albeit some bacterial DNA was found in the water after RO filtration. About 0.25% of the total bacterial operational taxonomic units (OTUs) were present in all stages of the desalination plant: the seawater, the RO permeates and the chlorinated drinking water, suggesting that these bacterial strains can survive in different environments such as high/low salt concentration and with/without residual disinfectant. These bacterial strains were not caused by contamination during water sample filtration or from DNA extraction protocols. Control measurements for sample contamination are important for clean water studies.
[Display omitted]
•Bacterial communities in seawater desalination plant for drinking water production.•High bacterial diversity throughout all explored water treatment stages.•Filtration, RO and chlorination each had a distinct imprint in bacterial community.•Potential sample contamination controls are important for clean water studies.</abstract><cop>England</cop><pub>Elsevier Ltd</pub><pmid>26925544</pmid><doi>10.1016/j.watres.2016.02.039</doi><tpages>11</tpages><orcidid>https://orcid.org/0000-0003-2668-2057</orcidid><orcidid>https://orcid.org/0000-0003-0658-4775</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | 16S rRNA gene pyrosequencing Bacteria Bacterial population Chlorine - chemistry Communities Cyanobacteria Desalination DNA, Bacterial - isolation & purification Drinking water Drinking Water - microbiology Filtration Firmicutes Membrane based drinking water production Membranes, Artificial Osmosis Plants (organisms) Proteobacteria Proteobacteria - isolation & purification Reverse osmosis RNA, Ribosomal, 16S - genetics Sample contamination control Sea water Seawater - microbiology Seawater desalination Water Microbiology Water purification Water Purification - methods Water Quality |
title | Bacterial community structure and variation in a full-scale seawater desalination plant for drinking water production |
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