Adsorption of SARS-CoV-2 onto granular activated carbon (GAC) in wastewater: Implications for improvements in passive sampling
Based on recent studies, passive sampling is a promising method for detecting SARS-CoV-2 in wastewater surveillance (WWS) applications. Passive sampling has many advantages over conventional sampling approaches. However, the potential benefits of passive sampling are also coupled with apparent limit...
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description | Based on recent studies, passive sampling is a promising method for detecting SARS-CoV-2 in wastewater surveillance (WWS) applications. Passive sampling has many advantages over conventional sampling approaches. However, the potential benefits of passive sampling are also coupled with apparent limitations. We established a passive sampling technique for detecting severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) in wastewater using electronegative filters. Though, it was evident that the adsorption capacity of the filters constrained their use. This work intends to demonstrate an optimized passive sampling technique for SARS-CoV-2 in wastewater using granular activated carbon (GAC). Through bench-scale batch-adsorption studies and sewershed deployments, we established the adsorption characteristics of SARS-CoV-2 and two human feacal viruses (PMMoV and CrAssphage) onto GAC. A pseudo-second-order model best-described adsorption kinetics for SARS-CoV-2 in either deionized (DI) water and SARS-CoV-2, CrAssphage, and PMMoV in wastewater. In both laboratory batch-adsorption experiments and in-situ sewershed deployments, the maximum amount of SARS-CoV-2 adsorbed by GAC occurred at ~60 h in wastewater. In wastewater, the maximum adsorption of PMMoV and CrAssphage by GAC occurred at ~60 h. In contrast, the adsorption capacity was reached in DI water seeded with SARS-CoV-2 after ~35 h. The equilibrium assay modeled the maximum adsorption quantity (qmax) in wastewater with spiked SARS-CoV-2 concentrations using a Hybrid Langmuir-Freundlich equation, a qmax of 2.5 × 109 GU/g was calculated. In paired sewershed deployments, it was found that GAC adsorbs SARS-CoV-2 in wastewater more effectively than electronegative filters. Based on the anticipated viral loading in wastewater, bi-weekly sampling intervals with deployments up to ~96 h are highly feasible without reaching adsorption capacity with GAC. GAC offers improved sensitivity and reproducibility to capture SARS-CoV-2 RNA in wastewater, promoting a scalable and convenient alternative for capturing viral pathogens in wastewater.
[Display omitted]
•Passive sampling is an important resource for WWS, but is presently constrained by adsorption limitations•GAC offers improved sensitivity and reproducibility to capture SARS-CoV-2 in wastewater•GAC was able to adsorb SARS CoV-2, PMMoV, and CrAssphage in wastewater•GAC demonstrated an advantage over electronegative filters for capturing SARS-CoV-2 in wastewater•Th |
doi_str_mv | 10.1016/j.scitotenv.2022.157548 |
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[Display omitted]
•Passive sampling is an important resource for WWS, but is presently constrained by adsorption limitations•GAC offers improved sensitivity and reproducibility to capture SARS-CoV-2 in wastewater•GAC was able to adsorb SARS CoV-2, PMMoV, and CrAssphage in wastewater•GAC demonstrated an advantage over electronegative filters for capturing SARS-CoV-2 in wastewater•The benefits of GAC make it a widely scalable and convenient resource that has the potential to promote a more equitable solution for WWS</description><identifier>ISSN: 0048-9697</identifier><identifier>ISSN: 1879-1026</identifier><identifier>EISSN: 1879-1026</identifier><identifier>DOI: 10.1016/j.scitotenv.2022.157548</identifier><identifier>PMID: 35882338</identifier><language>eng</language><publisher>Netherlands: Elsevier B.V</publisher><subject>activated carbon ; Adsorption ; Adsorption capability ; Charcoal ; COVID-19 ; environment ; Granular activated carbon ; Humans ; monitoring ; Passive samplers ; Reproducibility of Results ; RNA ; RNA, Viral ; RT-qPCR ; SARS-CoV-2 ; Severe acute respiratory syndrome coronavirus 2 ; sorption isotherms ; Wastewater ; Wastewater surveillance ; Wastewater-Based Epidemiological Monitoring ; Water</subject><ispartof>The Science of the total environment, 2022-11, Vol.847, p.157548-157548, Article 157548</ispartof><rights>2022 The Authors</rights><rights>Copyright © 2022 The Authors. Published by Elsevier B.V. All rights reserved.</rights><rights>2022 The Authors 2022</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c508t-e155bb717421f691a3cf7f7549b0e8b5f5c39085981f9a140755fa16d82f5d243</citedby><cites>FETCH-LOGICAL-c508t-e155bb717421f691a3cf7f7549b0e8b5f5c39085981f9a140755fa16d82f5d243</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0048969722046460$$EHTML$$P50$$Gelsevier$$Hfree_for_read</linktohtml><link.rule.ids>230,314,776,780,881,3537,27901,27902,65306</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/35882338$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Hayes, Emalie K.</creatorcontrib><creatorcontrib>Stoddart, Amina K.</creatorcontrib><creatorcontrib>Gagnon, Graham A.</creatorcontrib><title>Adsorption of SARS-CoV-2 onto granular activated carbon (GAC) in wastewater: Implications for improvements in passive sampling</title><title>The Science of the total environment</title><addtitle>Sci Total Environ</addtitle><description>Based on recent studies, passive sampling is a promising method for detecting SARS-CoV-2 in wastewater surveillance (WWS) applications. Passive sampling has many advantages over conventional sampling approaches. However, the potential benefits of passive sampling are also coupled with apparent limitations. We established a passive sampling technique for detecting severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) in wastewater using electronegative filters. Though, it was evident that the adsorption capacity of the filters constrained their use. This work intends to demonstrate an optimized passive sampling technique for SARS-CoV-2 in wastewater using granular activated carbon (GAC). Through bench-scale batch-adsorption studies and sewershed deployments, we established the adsorption characteristics of SARS-CoV-2 and two human feacal viruses (PMMoV and CrAssphage) onto GAC. A pseudo-second-order model best-described adsorption kinetics for SARS-CoV-2 in either deionized (DI) water and SARS-CoV-2, CrAssphage, and PMMoV in wastewater. In both laboratory batch-adsorption experiments and in-situ sewershed deployments, the maximum amount of SARS-CoV-2 adsorbed by GAC occurred at ~60 h in wastewater. In wastewater, the maximum adsorption of PMMoV and CrAssphage by GAC occurred at ~60 h. In contrast, the adsorption capacity was reached in DI water seeded with SARS-CoV-2 after ~35 h. The equilibrium assay modeled the maximum adsorption quantity (qmax) in wastewater with spiked SARS-CoV-2 concentrations using a Hybrid Langmuir-Freundlich equation, a qmax of 2.5 × 109 GU/g was calculated. In paired sewershed deployments, it was found that GAC adsorbs SARS-CoV-2 in wastewater more effectively than electronegative filters. Based on the anticipated viral loading in wastewater, bi-weekly sampling intervals with deployments up to ~96 h are highly feasible without reaching adsorption capacity with GAC. GAC offers improved sensitivity and reproducibility to capture SARS-CoV-2 RNA in wastewater, promoting a scalable and convenient alternative for capturing viral pathogens in wastewater.
[Display omitted]
•Passive sampling is an important resource for WWS, but is presently constrained by adsorption limitations•GAC offers improved sensitivity and reproducibility to capture SARS-CoV-2 in wastewater•GAC was able to adsorb SARS CoV-2, PMMoV, and CrAssphage in wastewater•GAC demonstrated an advantage over electronegative filters for capturing SARS-CoV-2 in wastewater•The benefits of GAC make it a widely scalable and convenient resource that has the potential to promote a more equitable solution for WWS</description><subject>activated carbon</subject><subject>Adsorption</subject><subject>Adsorption capability</subject><subject>Charcoal</subject><subject>COVID-19</subject><subject>environment</subject><subject>Granular activated carbon</subject><subject>Humans</subject><subject>monitoring</subject><subject>Passive samplers</subject><subject>Reproducibility of Results</subject><subject>RNA</subject><subject>RNA, Viral</subject><subject>RT-qPCR</subject><subject>SARS-CoV-2</subject><subject>Severe acute respiratory syndrome coronavirus 2</subject><subject>sorption isotherms</subject><subject>Wastewater</subject><subject>Wastewater surveillance</subject><subject>Wastewater-Based Epidemiological Monitoring</subject><subject>Water</subject><issn>0048-9697</issn><issn>1879-1026</issn><issn>1879-1026</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqNkUFvFCEUx4nR2LX6FZRje5gVmGEADyabjbZNmphY9UoYBlY2MzACO40XP7tMtt3oSblweL_35z1-ALzBaI0Rbt_u10m7HLLx85ogQtaYMtrwJ2CFORMVRqR9ClYINbwSrWBn4EVKe1QO4_g5OKsp56Su-Qr82vQpxCm74GGw8G7z-a7ahm8VgcHnAHdR-cOgIlQ6u1ll00OtYlfgi6vN9hI6D-9Vyua-lOI7eDNOg9NqSUvQhgjdOMUwm9H4nBZ4Uim52cCkFtLvXoJnVg3JvHq4z8HXjx--bK-r209XN9vNbaUp4rkymNKuY5g1BNtWYFVry2zZWHTI8I5aqmuBOBUcW6FwgxilVuG258TSnjT1OXh_zJ0O3Wh6XeaJapBTdKOKP2VQTv5d8e673IVZihpx3NQl4OIhIIYfB5OyHF3SZhiUN-GQJGGYEyY4_w-0FZTwhhBSUHZEdQwpRWNPE2EkF9FyL0-i5SJaHkWXztd_LnTqezRbgM0RMOVbZ2fiEmS8Nr2LRmfZB_fPR34D8o-_zw</recordid><startdate>20221115</startdate><enddate>20221115</enddate><creator>Hayes, Emalie K.</creator><creator>Stoddart, Amina K.</creator><creator>Gagnon, Graham A.</creator><general>Elsevier B.V</general><general>The Authors. Published by Elsevier B.V</general><scope>6I.</scope><scope>AAFTH</scope><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>7S9</scope><scope>L.6</scope><scope>5PM</scope></search><sort><creationdate>20221115</creationdate><title>Adsorption of SARS-CoV-2 onto granular activated carbon (GAC) in wastewater: Implications for improvements in passive sampling</title><author>Hayes, Emalie K. ; Stoddart, Amina K. ; Gagnon, Graham A.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c508t-e155bb717421f691a3cf7f7549b0e8b5f5c39085981f9a140755fa16d82f5d243</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>activated carbon</topic><topic>Adsorption</topic><topic>Adsorption capability</topic><topic>Charcoal</topic><topic>COVID-19</topic><topic>environment</topic><topic>Granular activated carbon</topic><topic>Humans</topic><topic>monitoring</topic><topic>Passive samplers</topic><topic>Reproducibility of Results</topic><topic>RNA</topic><topic>RNA, Viral</topic><topic>RT-qPCR</topic><topic>SARS-CoV-2</topic><topic>Severe acute respiratory syndrome coronavirus 2</topic><topic>sorption isotherms</topic><topic>Wastewater</topic><topic>Wastewater surveillance</topic><topic>Wastewater-Based Epidemiological Monitoring</topic><topic>Water</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Hayes, Emalie K.</creatorcontrib><creatorcontrib>Stoddart, Amina K.</creatorcontrib><creatorcontrib>Gagnon, Graham A.</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><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>AGRICOLA</collection><collection>AGRICOLA - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>The Science of the total environment</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Hayes, Emalie K.</au><au>Stoddart, Amina K.</au><au>Gagnon, Graham A.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Adsorption of SARS-CoV-2 onto granular activated carbon (GAC) in wastewater: Implications for improvements in passive sampling</atitle><jtitle>The Science of the total environment</jtitle><addtitle>Sci Total Environ</addtitle><date>2022-11-15</date><risdate>2022</risdate><volume>847</volume><spage>157548</spage><epage>157548</epage><pages>157548-157548</pages><artnum>157548</artnum><issn>0048-9697</issn><issn>1879-1026</issn><eissn>1879-1026</eissn><abstract>Based on recent studies, passive sampling is a promising method for detecting SARS-CoV-2 in wastewater surveillance (WWS) applications. Passive sampling has many advantages over conventional sampling approaches. However, the potential benefits of passive sampling are also coupled with apparent limitations. We established a passive sampling technique for detecting severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) in wastewater using electronegative filters. Though, it was evident that the adsorption capacity of the filters constrained their use. This work intends to demonstrate an optimized passive sampling technique for SARS-CoV-2 in wastewater using granular activated carbon (GAC). Through bench-scale batch-adsorption studies and sewershed deployments, we established the adsorption characteristics of SARS-CoV-2 and two human feacal viruses (PMMoV and CrAssphage) onto GAC. A pseudo-second-order model best-described adsorption kinetics for SARS-CoV-2 in either deionized (DI) water and SARS-CoV-2, CrAssphage, and PMMoV in wastewater. In both laboratory batch-adsorption experiments and in-situ sewershed deployments, the maximum amount of SARS-CoV-2 adsorbed by GAC occurred at ~60 h in wastewater. In wastewater, the maximum adsorption of PMMoV and CrAssphage by GAC occurred at ~60 h. In contrast, the adsorption capacity was reached in DI water seeded with SARS-CoV-2 after ~35 h. The equilibrium assay modeled the maximum adsorption quantity (qmax) in wastewater with spiked SARS-CoV-2 concentrations using a Hybrid Langmuir-Freundlich equation, a qmax of 2.5 × 109 GU/g was calculated. In paired sewershed deployments, it was found that GAC adsorbs SARS-CoV-2 in wastewater more effectively than electronegative filters. Based on the anticipated viral loading in wastewater, bi-weekly sampling intervals with deployments up to ~96 h are highly feasible without reaching adsorption capacity with GAC. GAC offers improved sensitivity and reproducibility to capture SARS-CoV-2 RNA in wastewater, promoting a scalable and convenient alternative for capturing viral pathogens in wastewater.
[Display omitted]
•Passive sampling is an important resource for WWS, but is presently constrained by adsorption limitations•GAC offers improved sensitivity and reproducibility to capture SARS-CoV-2 in wastewater•GAC was able to adsorb SARS CoV-2, PMMoV, and CrAssphage in wastewater•GAC demonstrated an advantage over electronegative filters for capturing SARS-CoV-2 in wastewater•The benefits of GAC make it a widely scalable and convenient resource that has the potential to promote a more equitable solution for WWS</abstract><cop>Netherlands</cop><pub>Elsevier B.V</pub><pmid>35882338</pmid><doi>10.1016/j.scitotenv.2022.157548</doi><tpages>1</tpages><oa>free_for_read</oa></addata></record> |
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subjects | activated carbon Adsorption Adsorption capability Charcoal COVID-19 environment Granular activated carbon Humans monitoring Passive samplers Reproducibility of Results RNA RNA, Viral RT-qPCR SARS-CoV-2 Severe acute respiratory syndrome coronavirus 2 sorption isotherms Wastewater Wastewater surveillance Wastewater-Based Epidemiological Monitoring Water |
title | Adsorption of SARS-CoV-2 onto granular activated carbon (GAC) in wastewater: Implications for improvements in passive sampling |
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