Cargando…
Spatio‐temporal assessment of illicit drug use at large scale: evidence from 7 years of international wastewater monitoring
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 benzoylecgoni...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2019
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6973045/ https://www.ncbi.nlm.nih.gov/pubmed/31642141 http://dx.doi.org/10.1111/add.14767 |
_version_ | 1783489963187240960 |
---|---|
author | González‐Mariño, Iria Baz‐Lomba, Jose Antonio Alygizakis, Nikiforos A. Andrés‐Costa, Maria Jesús Bade, Richard Barron, Leon P. Been, Frederic Berset, Jean‐Daniel Bijlsma, Lubertus Bodík, Igor Brenner, Asher Brock, Andreas L. Burgard, Daniel A. Castrignanò, Erika Christophoridis, Christophoros E. Covaci, Adrian de Voogt, Pim Devault, Damien A. Dias, Mário J. Emke, Erik Fatta‐Kassinos, Despo Fedorova, Ganna Fytianos, Konstantinos Gerber, Cobus Grabic, Roman 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. Olafsdottir, Kristin Picó, Yolanda Plósz, Benedek G. Polesel, Fabio Postigo, Cristina Quintana, José Benito Ramin, Pedram Reid, Malcolm J. Rice, Jack Rodil, Rosario Senta, Ivan Simões, Susana M. Sremacki, Maja M. Styszko, Katarzyna Terzic, Senka Thomaidis, Nikolaos S. Thomas, Kevin V. Tscharke, Ben J. van Nuijs, Alexander L. N. Yargeau, Viviane Zuccato, Ettore Castiglioni, Sara Ort, Christoph |
author_facet | González‐Mariño, Iria Baz‐Lomba, Jose Antonio Alygizakis, Nikiforos A. Andrés‐Costa, Maria Jesús Bade, Richard Barron, Leon P. Been, Frederic Berset, Jean‐Daniel Bijlsma, Lubertus Bodík, Igor Brenner, Asher Brock, Andreas L. Burgard, Daniel A. Castrignanò, Erika Christophoridis, Christophoros E. Covaci, Adrian de Voogt, Pim Devault, Damien A. Dias, Mário J. Emke, Erik Fatta‐Kassinos, Despo Fedorova, Ganna Fytianos, Konstantinos Gerber, Cobus Grabic, Roman 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. Olafsdottir, Kristin Picó, Yolanda Plósz, Benedek G. Polesel, Fabio Postigo, Cristina Quintana, José Benito Ramin, Pedram Reid, Malcolm J. Rice, Jack Rodil, Rosario Senta, Ivan Simões, Susana M. Sremacki, Maja M. Styszko, Katarzyna Terzic, Senka Thomaidis, Nikolaos S. Thomas, Kevin V. Tscharke, Ben J. van Nuijs, Alexander L. N. Yargeau, Viviane Zuccato, Ettore Castiglioni, Sara Ort, Christoph |
author_sort | González‐Mariño, Iria |
collection | PubMed |
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 Δ(9)‐tetrahydrocannabinol (11‐nor‐9‐carboxy‐Δ(9)‐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. |
format | Online Article Text |
id | pubmed-6973045 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-69730452020-01-27 Spatio‐temporal assessment of illicit drug use at large scale: evidence from 7 years of international wastewater monitoring González‐Mariño, Iria Baz‐Lomba, Jose Antonio Alygizakis, Nikiforos A. Andrés‐Costa, Maria Jesús Bade, Richard Barron, Leon P. Been, Frederic Berset, Jean‐Daniel Bijlsma, Lubertus Bodík, Igor Brenner, Asher Brock, Andreas L. Burgard, Daniel A. Castrignanò, Erika Christophoridis, Christophoros E. Covaci, Adrian de Voogt, Pim Devault, Damien A. Dias, Mário J. Emke, Erik Fatta‐Kassinos, Despo Fedorova, Ganna Fytianos, Konstantinos Gerber, Cobus Grabic, Roman 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. Olafsdottir, Kristin Picó, Yolanda Plósz, Benedek G. Polesel, Fabio Postigo, Cristina Quintana, José Benito Ramin, Pedram Reid, Malcolm J. Rice, Jack Rodil, Rosario Senta, Ivan Simões, Susana M. Sremacki, Maja M. Styszko, Katarzyna Terzic, Senka Thomaidis, Nikolaos S. Thomas, Kevin V. Tscharke, Ben J. van Nuijs, Alexander L. N. Yargeau, Viviane Zuccato, Ettore Castiglioni, Sara Ort, Christoph Addiction Research Reports 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 Δ(9)‐tetrahydrocannabinol (11‐nor‐9‐carboxy‐Δ(9)‐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. John Wiley and Sons Inc. 2019-10-23 2020-01 /pmc/articles/PMC6973045/ /pubmed/31642141 http://dx.doi.org/10.1111/add.14767 Text en © 2019 The Authors. Addiction published by John Wiley & Sons Ltd on behalf of Society for the Study of Addiction This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Reports González‐Mariño, Iria Baz‐Lomba, Jose Antonio Alygizakis, Nikiforos A. Andrés‐Costa, Maria Jesús Bade, Richard Barron, Leon P. Been, Frederic Berset, Jean‐Daniel Bijlsma, Lubertus Bodík, Igor Brenner, Asher Brock, Andreas L. Burgard, Daniel A. Castrignanò, Erika Christophoridis, Christophoros E. Covaci, Adrian de Voogt, Pim Devault, Damien A. Dias, Mário J. Emke, Erik Fatta‐Kassinos, Despo Fedorova, Ganna Fytianos, Konstantinos Gerber, Cobus Grabic, Roman 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. Olafsdottir, Kristin Picó, Yolanda Plósz, Benedek G. Polesel, Fabio Postigo, Cristina Quintana, José Benito Ramin, Pedram Reid, Malcolm J. Rice, Jack Rodil, Rosario Senta, Ivan Simões, Susana M. Sremacki, Maja M. Styszko, Katarzyna Terzic, Senka Thomaidis, Nikolaos S. Thomas, Kevin V. Tscharke, Ben J. van Nuijs, Alexander L. N. Yargeau, Viviane Zuccato, Ettore Castiglioni, Sara Ort, Christoph 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 |
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_short | 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 |
topic | Research Reports |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6973045/ https://www.ncbi.nlm.nih.gov/pubmed/31642141 http://dx.doi.org/10.1111/add.14767 |
work_keys_str_mv | AT gonzalezmarinoiria spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT bazlombajoseantonio spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT alygizakisnikiforosa spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT andrescostamariajesus spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT baderichard spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT barronleonp spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT beenfrederic spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT bersetjeandaniel spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT bijlsmalubertus spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT bodikigor spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT brennerasher spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT brockandreasl spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT burgarddaniela spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT castrignanoerika spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT christophoridischristophorose spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT covaciadrian spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT devoogtpim spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT devaultdamiena spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT diasmarioj spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT emkeerik spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT fattakassinosdespo spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT fedorovaganna spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT fytianoskonstantinos spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT gerbercobus spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT grabicroman spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT grunerstefan spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT gunnarteemu spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT hapeshievroula spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT heathester spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT helmbjorn spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT hernandezfelix spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT kankaanpaaaino spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT karolaksara spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT kasprzykhordernbarbara spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT krizmanmatasicivona spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT laifoonyin spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT lechowiczwojciech spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT lopesalvaro spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT lopezdealdamiren spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT lopezgarciaester spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT lovearndissc spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT mastroianninicola spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT mceneffgillianl spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT montesrosa spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT munrokelly spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT nefauthomas spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT oberacherherbert spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT obrienjakew spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT olafsdottirkristin spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT picoyolanda spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT ploszbenedekg spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT poleselfabio spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT postigocristina spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT quintanajosebenito spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT raminpedram spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT reidmalcolmj spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT ricejack spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT rodilrosario spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT sentaivan spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT simoessusanam spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT sremackimajam spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT styszkokatarzyna spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT terzicsenka spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT thomaidisnikolaoss spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT thomaskevinv spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT tscharkebenj spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT vannuijsalexanderln spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT yargeauviviane spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT zuccatoettore spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT castiglionisara spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring AT ortchristoph spatiotemporalassessmentofillicitdruguseatlargescaleevidencefrom7yearsofinternationalwastewatermonitoring |