Spatio‐temporal assessment of illicit drug use at large scale: evidence from 7 years of international wastewater monitoring
Main Author: | |
---|---|
Publication Date: | 2019 |
Other Authors: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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. |
id |
RCAP_ac0267525ff7f70a2439c76ef7ad893a |
---|---|
oai_identifier_str |
oai:comum.rcaap.pt:10400.26/37292 |
network_acronym_str |
RCAP |
network_name_str |
Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) |
repository_id_str |
https://opendoar.ac.uk/repository/7160 |
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 |
author2_role |
author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author |
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 instacron:RCAAP |
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 |
_version_ |
1833602887990640640 |