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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...

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Autores principales: 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
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
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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.
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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
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