Spatio‐temporal assessment of illicit drug use at large scale: evidence from 7 years of international wastewater monitoring

Bibliographic Details
Main Author: González‐Mariño, Iria
Publication Date: 2019
Other Authors: Baz‐Lomba, Jose Antonio, Alygizakis, Nikiforos A., Andrés‐Costa, Maria Jesus, Bade, Richard, Bannwarth, Anne, Barron, Leon P., Been, Frederic, Benaglia, Lisa, Berset, Jean‐Daniel, Bijlsma, Lubertus, Bodík, Igor, Brenner, Asher, Brock, Andreas L., Burgard, Daniel A., Castrignanò, Erika, Celma, Alberto, Christophoridis, Christophoros E., Covaci, Adrian, Delémont, Olivier, Voogt, Pim, Devault, Damien A., Dias, Mário, Emke, Erik, Esseiva, Pierre, Fatta‐Kassinos, Despo, Fedorova, Ganna, Fytianos, Konstantinos, Gerber, Cobus, Grabic, Roman, Gracia‐Lor, Emma, Grüner, Stefan, Gunnar, Teemu, Hapeshi, Evroula, Heath, Ester, Helm, Björn, Hernández, Félix, Kankaanpaa, Aino, Karolak, Sara, Kasprzyk‐Hordern, Barbara, Krizman‐Matasic, Ivona, Lai, Foon Yin, Lechowicz, Wojciech, Lopes, Alvaro, López de Alda, Miren, López‐García, Ester, Löve, Arndís S. C., Mastroianni, Nicola, McEneff, Gillian L., Montes, Rosa, Munro, Kelly, Nefau, Thomas, Oberacher, Herbert, O'Brien, Jake W., Oertel, Reinhard, Olafsdottir, Kristin, Picó, Yolanda, Plósz, Benedek G., Polesel, Fabio, Postigo, Cristina, Quintana, José Benito, Ramin, Pedram, Reid, Malcolm J., Rice, Jack, Rodil, Rosario, Salgueiro‐González, Noelia, Schubert, Sara, Senta, Ivan, Simões, Susana, Sremacki, Maja M., Styszko, Katarzyna, Terzic, Senka, Thomaidis, Nikolaos S., Thomas, Kevin V., Tscharke, Ben J., Udrisard, Robin, Nuijs, Alexander L. N., Yargeau, Viviane, Zuccato, Ettore, Castiglioni, Sara, Ort, Christoph
Format: Article
Language: eng
Source: Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
Download full: http://hdl.handle.net/10400.26/37292
Summary: Background and aims Wastewater‐based epidemiology is an additional indicator of drug use that is gaining reliability to complement the current established panel of indicators. The aims of this study were to: (i) assess spatial and temporal trends of population‐normalized mass loads of benzoylecgonine, amphetamine, methamphetamine and 3,4-methylenedioxymethamphetamine (MDMA) in raw wastewater over 7 years (2011–17); (ii) address overall drug use by estimating the average number of combined doses consumed per day in each city; and (iii) compare these with existing prevalence and seizure data. Design Analysis of daily raw wastewater composite samples collected over 1 week per year from 2011 to 2017. Setting and Participants Catchment areas of 143 wastewater treatment plants in 120 cities in 37 countries. Measurements Parent substances (amphetamine, methamphetamine and MDMA) and the metabolites of cocaine (benzoylecgonine) and of Δ9‐tetrahydrocannabinol (11‐nor‐9‐carboxy‐Δ9‐tetrahydrocannabinol) were measured in wastewater using liquid chromatography–tandem mass spectrometry. Daily mass loads (mg/day) were normalized to catchment population (mg/1000 people/day) and converted to the number of combined doses consumed per day. Spatial differences were assessed world‐wide, and temporal trends were discerned at European level by comparing 2011–13 drug loads versus 2014–17 loads. Findings Benzoylecgonine was the stimulant metabolite detected at higher loads in southern and western Europe, and amphetamine, MDMA and methamphetamine in East and North–Central Europe. In other continents, methamphetamine showed the highest levels in the United States and Australia and benzoylecgonine in South America. During the reporting period, benzoylecgonine loads increased in general across Europe, amphetamine and methamphetamine levels fluctuated and MDMA underwent an intermittent upsurge. Conclusions The analysis of wastewater to quantify drug loads provides near real‐time drug use estimates that globally correspond to prevalence and seizure data.
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spelling Spatio‐temporal assessment of illicit drug use at large scale: evidence from 7 years of international wastewater monitoringAmphetamineCocaineEcstasyIllicit drugsMethamphetamineWastewater-based epidemiologyBackground and aims Wastewater‐based epidemiology is an additional indicator of drug use that is gaining reliability to complement the current established panel of indicators. The aims of this study were to: (i) assess spatial and temporal trends of population‐normalized mass loads of benzoylecgonine, amphetamine, methamphetamine and 3,4-methylenedioxymethamphetamine (MDMA) in raw wastewater over 7 years (2011–17); (ii) address overall drug use by estimating the average number of combined doses consumed per day in each city; and (iii) compare these with existing prevalence and seizure data. Design Analysis of daily raw wastewater composite samples collected over 1 week per year from 2011 to 2017. Setting and Participants Catchment areas of 143 wastewater treatment plants in 120 cities in 37 countries. Measurements Parent substances (amphetamine, methamphetamine and MDMA) and the metabolites of cocaine (benzoylecgonine) and of Δ9‐tetrahydrocannabinol (11‐nor‐9‐carboxy‐Δ9‐tetrahydrocannabinol) were measured in wastewater using liquid chromatography–tandem mass spectrometry. Daily mass loads (mg/day) were normalized to catchment population (mg/1000 people/day) and converted to the number of combined doses consumed per day. Spatial differences were assessed world‐wide, and temporal trends were discerned at European level by comparing 2011–13 drug loads versus 2014–17 loads. Findings Benzoylecgonine was the stimulant metabolite detected at higher loads in southern and western Europe, and amphetamine, MDMA and methamphetamine in East and North–Central Europe. In other continents, methamphetamine showed the highest levels in the United States and Australia and benzoylecgonine in South America. During the reporting period, benzoylecgonine loads increased in general across Europe, amphetamine and methamphetamine levels fluctuated and MDMA underwent an intermittent upsurge. Conclusions The analysis of wastewater to quantify drug loads provides near real‐time drug use estimates that globally correspond to prevalence and seizure data.WilleyRepositório ComumGonzález‐Mariño, IriaBaz‐Lomba, Jose AntonioAlygizakis, Nikiforos A.Andrés‐Costa, Maria JesusBade, RichardBannwarth, AnneBarron, Leon P.Been, FredericBenaglia, LisaBerset, Jean‐DanielBijlsma, LubertusBodík, IgorBrenner, AsherBrock, Andreas L.Burgard, Daniel A.Castrignanò, ErikaCelma, AlbertoChristophoridis, Christophoros E.Covaci, AdrianDelémont, OlivierVoogt, PimDevault, Damien A.Dias, MárioEmke, ErikEsseiva, PierreFatta‐Kassinos, DespoFedorova, GannaFytianos, KonstantinosGerber, CobusGrabic, RomanGracia‐Lor, EmmaGrüner, StefanGunnar, TeemuHapeshi, EvroulaHeath, EsterHelm, BjörnHernández, FélixKankaanpaa, AinoKarolak, SaraKasprzyk‐Hordern, BarbaraKrizman‐Matasic, IvonaLai, Foon YinLechowicz, WojciechLopes, AlvaroLópez de Alda, MirenLópez‐García, EsterLöve, Arndís S. C.Mastroianni, NicolaMcEneff, Gillian L.Montes, RosaMunro, KellyNefau, ThomasOberacher, HerbertO'Brien, Jake W.Oertel, ReinhardOlafsdottir, KristinPicó, YolandaPlósz, Benedek G.Polesel, FabioPostigo, CristinaQuintana, José BenitoRamin, PedramReid, Malcolm J.Rice, JackRodil, RosarioSalgueiro‐González, NoeliaSchubert, SaraSenta, IvanSimões, SusanaSremacki, Maja M.Styszko, KatarzynaTerzic, SenkaThomaidis, Nikolaos S.Thomas, Kevin V.Tscharke, Ben J.Udrisard, RobinNuijs, Alexander L. N.Yargeau, VivianeZuccato, EttoreCastiglioni, SaraOrt, Christoph2021-08-10T09:20:00Z20192019-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.26/37292eng1360-044310.1111/add.14767info:eu-repo/semantics/openAccessreponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiainstacron:RCAAP2025-05-10T04:23:44Zoai:comum.rcaap.pt:10400.26/37292Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-29T07:06:10.771866Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiafalse
dc.title.none.fl_str_mv Spatio‐temporal assessment of illicit drug use at large scale: evidence from 7 years of international wastewater monitoring
title Spatio‐temporal assessment of illicit drug use at large scale: evidence from 7 years of international wastewater monitoring
spellingShingle Spatio‐temporal assessment of illicit drug use at large scale: evidence from 7 years of international wastewater monitoring
González‐Mariño, Iria
Amphetamine
Cocaine
Ecstasy
Illicit drugs
Methamphetamine
Wastewater-based epidemiology
title_short Spatio‐temporal assessment of illicit drug use at large scale: evidence from 7 years of international wastewater monitoring
title_full Spatio‐temporal assessment of illicit drug use at large scale: evidence from 7 years of international wastewater monitoring
title_fullStr Spatio‐temporal assessment of illicit drug use at large scale: evidence from 7 years of international wastewater monitoring
title_full_unstemmed Spatio‐temporal assessment of illicit drug use at large scale: evidence from 7 years of international wastewater monitoring
title_sort Spatio‐temporal assessment of illicit drug use at large scale: evidence from 7 years of international wastewater monitoring
author González‐Mariño, Iria
author_facet González‐Mariño, Iria
Baz‐Lomba, Jose Antonio
Alygizakis, Nikiforos A.
Andrés‐Costa, Maria Jesus
Bade, Richard
Bannwarth, Anne
Barron, Leon P.
Been, Frederic
Benaglia, Lisa
Berset, Jean‐Daniel
Bijlsma, Lubertus
Bodík, Igor
Brenner, Asher
Brock, Andreas L.
Burgard, Daniel A.
Castrignanò, Erika
Celma, Alberto
Christophoridis, Christophoros E.
Covaci, Adrian
Delémont, Olivier
Voogt, Pim
Devault, Damien A.
Dias, Mário
Emke, Erik
Esseiva, Pierre
Fatta‐Kassinos, Despo
Fedorova, Ganna
Fytianos, Konstantinos
Gerber, Cobus
Grabic, Roman
Gracia‐Lor, Emma
Grüner, Stefan
Gunnar, Teemu
Hapeshi, Evroula
Heath, Ester
Helm, Björn
Hernández, Félix
Kankaanpaa, Aino
Karolak, Sara
Kasprzyk‐Hordern, Barbara
Krizman‐Matasic, Ivona
Lai, Foon Yin
Lechowicz, Wojciech
Lopes, Alvaro
López de Alda, Miren
López‐García, Ester
Löve, Arndís S. C.
Mastroianni, Nicola
McEneff, Gillian L.
Montes, Rosa
Munro, Kelly
Nefau, Thomas
Oberacher, Herbert
O'Brien, Jake W.
Oertel, Reinhard
Olafsdottir, Kristin
Picó, Yolanda
Plósz, Benedek G.
Polesel, Fabio
Postigo, Cristina
Quintana, José Benito
Ramin, Pedram
Reid, Malcolm J.
Rice, Jack
Rodil, Rosario
Salgueiro‐González, Noelia
Schubert, Sara
Senta, Ivan
Simões, Susana
Sremacki, Maja M.
Styszko, Katarzyna
Terzic, Senka
Thomaidis, Nikolaos S.
Thomas, Kevin V.
Tscharke, Ben J.
Udrisard, Robin
Nuijs, Alexander L. N.
Yargeau, Viviane
Zuccato, Ettore
Castiglioni, Sara
Ort, Christoph
author_role author
author2 Baz‐Lomba, Jose Antonio
Alygizakis, Nikiforos A.
Andrés‐Costa, Maria Jesus
Bade, Richard
Bannwarth, Anne
Barron, Leon P.
Been, Frederic
Benaglia, Lisa
Berset, Jean‐Daniel
Bijlsma, Lubertus
Bodík, Igor
Brenner, Asher
Brock, Andreas L.
Burgard, Daniel A.
Castrignanò, Erika
Celma, Alberto
Christophoridis, Christophoros E.
Covaci, Adrian
Delémont, Olivier
Voogt, Pim
Devault, Damien A.
Dias, Mário
Emke, Erik
Esseiva, Pierre
Fatta‐Kassinos, Despo
Fedorova, Ganna
Fytianos, Konstantinos
Gerber, Cobus
Grabic, Roman
Gracia‐Lor, Emma
Grüner, Stefan
Gunnar, Teemu
Hapeshi, Evroula
Heath, Ester
Helm, Björn
Hernández, Félix
Kankaanpaa, Aino
Karolak, Sara
Kasprzyk‐Hordern, Barbara
Krizman‐Matasic, Ivona
Lai, Foon Yin
Lechowicz, Wojciech
Lopes, Alvaro
López de Alda, Miren
López‐García, Ester
Löve, Arndís S. C.
Mastroianni, Nicola
McEneff, Gillian L.
Montes, Rosa
Munro, Kelly
Nefau, Thomas
Oberacher, Herbert
O'Brien, Jake W.
Oertel, Reinhard
Olafsdottir, Kristin
Picó, Yolanda
Plósz, Benedek G.
Polesel, Fabio
Postigo, Cristina
Quintana, José Benito
Ramin, Pedram
Reid, Malcolm J.
Rice, Jack
Rodil, Rosario
Salgueiro‐González, Noelia
Schubert, Sara
Senta, Ivan
Simões, Susana
Sremacki, Maja M.
Styszko, Katarzyna
Terzic, Senka
Thomaidis, Nikolaos S.
Thomas, Kevin V.
Tscharke, Ben J.
Udrisard, Robin
Nuijs, Alexander L. N.
Yargeau, Viviane
Zuccato, Ettore
Castiglioni, Sara
Ort, Christoph
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dc.contributor.none.fl_str_mv Repositório Comum
dc.contributor.author.fl_str_mv González‐Mariño, Iria
Baz‐Lomba, Jose Antonio
Alygizakis, Nikiforos A.
Andrés‐Costa, Maria Jesus
Bade, Richard
Bannwarth, Anne
Barron, Leon P.
Been, Frederic
Benaglia, Lisa
Berset, Jean‐Daniel
Bijlsma, Lubertus
Bodík, Igor
Brenner, Asher
Brock, Andreas L.
Burgard, Daniel A.
Castrignanò, Erika
Celma, Alberto
Christophoridis, Christophoros E.
Covaci, Adrian
Delémont, Olivier
Voogt, Pim
Devault, Damien A.
Dias, Mário
Emke, Erik
Esseiva, Pierre
Fatta‐Kassinos, Despo
Fedorova, Ganna
Fytianos, Konstantinos
Gerber, Cobus
Grabic, Roman
Gracia‐Lor, Emma
Grüner, Stefan
Gunnar, Teemu
Hapeshi, Evroula
Heath, Ester
Helm, Björn
Hernández, Félix
Kankaanpaa, Aino
Karolak, Sara
Kasprzyk‐Hordern, Barbara
Krizman‐Matasic, Ivona
Lai, Foon Yin
Lechowicz, Wojciech
Lopes, Alvaro
López de Alda, Miren
López‐García, Ester
Löve, Arndís S. C.
Mastroianni, Nicola
McEneff, Gillian L.
Montes, Rosa
Munro, Kelly
Nefau, Thomas
Oberacher, Herbert
O'Brien, Jake W.
Oertel, Reinhard
Olafsdottir, Kristin
Picó, Yolanda
Plósz, Benedek G.
Polesel, Fabio
Postigo, Cristina
Quintana, José Benito
Ramin, Pedram
Reid, Malcolm J.
Rice, Jack
Rodil, Rosario
Salgueiro‐González, Noelia
Schubert, Sara
Senta, Ivan
Simões, Susana
Sremacki, Maja M.
Styszko, Katarzyna
Terzic, Senka
Thomaidis, Nikolaos S.
Thomas, Kevin V.
Tscharke, Ben J.
Udrisard, Robin
Nuijs, Alexander L. N.
Yargeau, Viviane
Zuccato, Ettore
Castiglioni, Sara
Ort, Christoph
dc.subject.por.fl_str_mv Amphetamine
Cocaine
Ecstasy
Illicit drugs
Methamphetamine
Wastewater-based epidemiology
topic Amphetamine
Cocaine
Ecstasy
Illicit drugs
Methamphetamine
Wastewater-based epidemiology
description Background and aims Wastewater‐based epidemiology is an additional indicator of drug use that is gaining reliability to complement the current established panel of indicators. The aims of this study were to: (i) assess spatial and temporal trends of population‐normalized mass loads of benzoylecgonine, amphetamine, methamphetamine and 3,4-methylenedioxymethamphetamine (MDMA) in raw wastewater over 7 years (2011–17); (ii) address overall drug use by estimating the average number of combined doses consumed per day in each city; and (iii) compare these with existing prevalence and seizure data. Design Analysis of daily raw wastewater composite samples collected over 1 week per year from 2011 to 2017. Setting and Participants Catchment areas of 143 wastewater treatment plants in 120 cities in 37 countries. Measurements Parent substances (amphetamine, methamphetamine and MDMA) and the metabolites of cocaine (benzoylecgonine) and of Δ9‐tetrahydrocannabinol (11‐nor‐9‐carboxy‐Δ9‐tetrahydrocannabinol) were measured in wastewater using liquid chromatography–tandem mass spectrometry. Daily mass loads (mg/day) were normalized to catchment population (mg/1000 people/day) and converted to the number of combined doses consumed per day. Spatial differences were assessed world‐wide, and temporal trends were discerned at European level by comparing 2011–13 drug loads versus 2014–17 loads. Findings Benzoylecgonine was the stimulant metabolite detected at higher loads in southern and western Europe, and amphetamine, MDMA and methamphetamine in East and North–Central Europe. In other continents, methamphetamine showed the highest levels in the United States and Australia and benzoylecgonine in South America. During the reporting period, benzoylecgonine loads increased in general across Europe, amphetamine and methamphetamine levels fluctuated and MDMA underwent an intermittent upsurge. Conclusions The analysis of wastewater to quantify drug loads provides near real‐time drug use estimates that globally correspond to prevalence and seizure data.
publishDate 2019
dc.date.none.fl_str_mv 2019
2019-01-01T00:00:00Z
2021-08-10T09:20:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.26/37292
url http://hdl.handle.net/10400.26/37292
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 1360-0443
10.1111/add.14767
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Willey
publisher.none.fl_str_mv Willey
dc.source.none.fl_str_mv reponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
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instname_str FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
instacron_str RCAAP
institution RCAAP
reponame_str Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
collection Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
repository.name.fl_str_mv Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
repository.mail.fl_str_mv info@rcaap.pt
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