1
|
Steenbeek R, Emke E, Vughs D, Matias J, Boogaerts T, Castiglioni S, Campos-Mañas M, Covaci A, de Voogt P, Ter Laak T, Hernández F, Salgueiro-González N, Meijer WG, Dias MJ, Simões S, van Nuijs ALN, Bijlsma L, Béen F. Spatial and temporal assessment of crack cocaine use in 13 European cities through wastewater-based epidemiology. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 847:157222. [PMID: 35901880 DOI: 10.1016/j.scitotenv.2022.157222] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Revised: 06/28/2022] [Accepted: 07/04/2022] [Indexed: 06/15/2023]
Abstract
Already in early 2000s, concerns have been growing in the EU about increasing use of cocaine and it is estimated that below 1 % of the population administer the drug by smoking crack cocaine. New available data suggests an increase in the use of crack cocaine and an increase in the number of crack cocaine users entering treatment has been reported in several European countries. Robust estimations of crack cocaine use are however not available yet. The use of crack cocaine has long been associated with severe adverse socio-economic conditions as well as mental health problems, such as suicide ideation and depression. The aim of this study was to assess spatial trends in population-normalized mass loads of crack cocaine biomarkers (i.e., anhydroecgonine and anhydroecgonine methyl ester) in 13 European cities in six countries (the Netherlands, Belgium, Ireland, Portugal, Spain and Italy). Furthermore, temporal trends over a five-year period were evaluated through the analysis of historic samples collected in the Netherlands. Finally, the stability of the crack cocaine biomarkers in wastewater was investigated through batch experiments. The samples were analyzed with a new developed and validated hydrophilic interaction liquid chromatography coupled to mass spectrometry method. Targeted crack cocaine biomarkers were found in all cities. Also, crack cocaine biomarker was detected in wastewater from 2017 to 2021 in the Netherlands, but no significance between the years were found. With respect to biomarker in-sample stability, AEME was found to be stable in wastewater. This study assessed crack cocaine use for the first time on a broad scale, both temporal and in cities across Europe, with wastewater-based epidemiology and it shows the importance of wastewater analysis to monitor community loads of crack cocaine use.
Collapse
Affiliation(s)
- Ruud Steenbeek
- KWR Water Research Institute, Nieuwegein, the Netherlands.
| | - Erik Emke
- KWR Water Research Institute, Nieuwegein, the Netherlands
| | - Dennis Vughs
- KWR Water Research Institute, Nieuwegein, the Netherlands
| | - João Matias
- European Monitoring Centre for Drugs and Drug Addiction, Lisbon, Portugal
| | - Tim Boogaerts
- Toxicological Center, University of Antwerp, Antwerp, Belgium
| | - Sara Castiglioni
- Department of Environmental Health Sciences, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Milan, Italy
| | - Marina Campos-Mañas
- Research Institute for Pesticides and Water, University Jaume I, Castellón, Spain
| | - Adrian Covaci
- Toxicological Center, University of Antwerp, Antwerp, Belgium
| | - Pim de Voogt
- KWR Water Research Institute, Nieuwegein, the Netherlands
| | - Thomas Ter Laak
- KWR Water Research Institute, Nieuwegein, the Netherlands; Institute for Biodiversity and Ecosystem Dynamics, University of Amsterdam, the Netherlands
| | - Félix Hernández
- Research Institute for Pesticides and Water, University Jaume I, Castellón, Spain
| | - Noelia Salgueiro-González
- Department of Environmental Health Sciences, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Milan, Italy
| | - Wim G Meijer
- UCD School of Biomolecular and Biomedical Science, University College Dublin, Ireland
| | - Mario J Dias
- National Institute of Legal Medicine and Forensic Sciences, Lisbon, Portugal
| | - Susana Simões
- National Institute of Legal Medicine and Forensic Sciences, Lisbon, Portugal
| | | | - Lubertus Bijlsma
- Research Institute for Pesticides and Water, University Jaume I, Castellón, Spain
| | - Frederic Béen
- KWR Water Research Institute, Nieuwegein, the Netherlands
| |
Collapse
|
2
|
González-Mariño I, Estévez-Danta A, Rodil R, Da Silva KM, Sodré FF, Cela R, Quintana JB. Profiling cocaine residues and pyrolytic products in wastewater by mixed-mode liquid chromatography-tandem mass spectrometry. Drug Test Anal 2019; 11:1018-1027. [PMID: 30891957 DOI: 10.1002/dta.2590] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2019] [Revised: 03/12/2019] [Accepted: 03/12/2019] [Indexed: 02/04/2023]
Abstract
This work provides a new analytical method for the determination of cocaine, its metabolites benzoylecgonine and cocaethylene, the pyrolytic products anhydroecgonine and anhydroecgonine methyl ester, and the pharmaceutical levamisole in wastewater. Samples were solid-phase extracted and extracts analyzed by liquid chromatography-tandem mass spectrometry using, for the first time in the illicit drug field, a stationary phase that combines reversed-phase and weak cation-exchange functionalities. The overall method performance was satisfactory, with limits of detection below 1 ng/L, relative standard deviations below 21%, and percentages of recovery between 93% and 121%. Analysis of 24-hour composite raw wastewater samples collected in Santiago de Compostela (Spain) and Brasilia (Brazil) highlighted benzoylecgonine as the compound showing the highest population-normalized mass loads (300-1000 mg/day/1000 inhabitants). In Brasilia, cocaine and levamisole loads underwent an upsurge on Sunday, indicating a high consumption, and likely a direct disposal, of cocaine powder on this day. Conversely, the pyrolytic product resulting from the smoke of crack, anhydroecgonine methyl ester, and its metabolite anhydroecgonine were relatively stable over the four days, agreeing with a non-recreational-associated use of crack.
Collapse
Affiliation(s)
- Iria González-Mariño
- Department of Analytical Chemistry, Nutrition and Food Sciences, IIAA - Institute for Food Analysis and Research, Universidade de Santiago de Compostela, Santiago de Compostela, Spain
| | - Andrea Estévez-Danta
- Department of Analytical Chemistry, Nutrition and Food Sciences, IIAA - Institute for Food Analysis and Research, Universidade de Santiago de Compostela, Santiago de Compostela, Spain
| | - Rosario Rodil
- Department of Analytical Chemistry, Nutrition and Food Sciences, IIAA - Institute for Food Analysis and Research, Universidade de Santiago de Compostela, Santiago de Compostela, Spain
| | | | | | - Rafael Cela
- Department of Analytical Chemistry, Nutrition and Food Sciences, IIAA - Institute for Food Analysis and Research, Universidade de Santiago de Compostela, Santiago de Compostela, Spain
| | - José Benito Quintana
- Department of Analytical Chemistry, Nutrition and Food Sciences, IIAA - Institute for Food Analysis and Research, Universidade de Santiago de Compostela, Santiago de Compostela, Spain
| |
Collapse
|
3
|
Fiorentin TR, Scherer JN, Marcelo MCA, Sousa TRV, Pechansky F, Ferrão MF, Limberger RP. Comparison of Cocaine/Crack Biomarkers Concentrations in Oral Fluid, Urine and Plasma Simultaneously Collected From Drug Users. J Anal Toxicol 2018; 42:69-76. [PMID: 29140478 DOI: 10.1093/jat/bkx085] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2017] [Accepted: 10/23/2017] [Indexed: 11/14/2022] Open
Abstract
The use of oral fluid (OF) as an alternative specimen for drug analysis has become very popular in forensic toxicology. Many clinical studies have evaluated the correlations between concentrations of cocaine and its metabolites in OF and other matrices, but results have shown high variability. In addition, there are no data available regarding the correlations between biomarkers of crack-cocaine use in different matrices. This study evaluated the relationship between concentrations of cocaine/crack-cocaine biomarkers in OF, urine and plasma samples collected from cocaine users. All samples were analyzed for the presence of cocaine (COC), benzoylecgonine (BZE) and anhydroecgonine (AEC) by a validated liquid chromatography-mass spectrometry method. Median COC, BZE and AEC concentrations ranged from 4.20 to 33.26 ng/mL, from 13.03 to 3,615.86 ng/mL and from 7.40 to 1,892.5 ng/mL across matrices, respectively. The relationship between drug concentrations in OF versus plasma (OF/P) and OF versus urine (OF/U) was evaluated by their coefficients of determination (R2). Least-squares regression analyses demonstrated significant correlations between OF/P and OF/U for cocaine and BE (P < 0.05), with R2 = 0.17, 0.07 for cocaine and R2 = 0.73, 0.45 for BE, respectively. The correlation coefficients (r) found for BZE, COC and AEC in OF/P and OF/U were 0.85 and 0.67 (P < 0.05); 0.41 and 0.26 (P < 0.05); and 0.30 and -0.37 (P > 0.05), respectively. Many factors contribute to the variability of drug correlation ratios in studies involving random samples, including uncertainty about the time of last administration and dosage. Overall, we found significant R2 values for COC and BZE in OF/P and OF/U, but not for AEC. Despite the good correlations found in some cases, especially for BZE, the large variation in drug concentrations seen in this work suggests that OF concentrations should not be used to estimate concentrations of COC, BZE or AEC in plasma and/or urine.
Collapse
Affiliation(s)
- Taís Regina Fiorentin
- Graduate Program in Pharmaceutical Sciences, Federal University of Rio Grande do Sul, Av. Ipiranga, 2752, 90610-000 Porto Alegre, RS, Brazil
| | - Juliana Nichterwitz Scherer
- Center for Drug and Alcohol Research, Collaborating Center on Alcohol and Drugs-HCPA/SENAD, Hospital de Clínicas de Porto Alegre, Federal University of Rio Grande do Sul, Rua Professor Álvaro Alvim, 400, 90420-020 Porto Alegre, RS, Brazil
| | - Marcelo Caetano Alexandre Marcelo
- Graduate Program in Chemistry, Federal University of Rio Grande do Sul, Av. Bento Gonçalves, 9500, 90650-001 Porto Alegre, RS, Brazil
| | - Tanara Rosângela Vieira Sousa
- Center for Drug and Alcohol Research, Collaborating Center on Alcohol and Drugs-HCPA/SENAD, Hospital de Clínicas de Porto Alegre, Federal University of Rio Grande do Sul, Rua Professor Álvaro Alvim, 400, 90420-020 Porto Alegre, RS, Brazil
| | - Flavio Pechansky
- Center for Drug and Alcohol Research, Collaborating Center on Alcohol and Drugs-HCPA/SENAD, Hospital de Clínicas de Porto Alegre, Federal University of Rio Grande do Sul, Rua Professor Álvaro Alvim, 400, 90420-020 Porto Alegre, RS, Brazil
| | - Marco Flôres Ferrão
- Graduate Program in Chemistry, Federal University of Rio Grande do Sul, Av. Bento Gonçalves, 9500, 90650-001 Porto Alegre, RS, Brazil
| | - Renata Pereira Limberger
- Graduate Program in Pharmaceutical Sciences, Federal University of Rio Grande do Sul, Av. Ipiranga, 2752, 90610-000 Porto Alegre, RS, Brazil
| |
Collapse
|
4
|
Smith J, Qvist CC, Jacobsen KK, Larsen JM. Medical laboratory scientist: a new partner in biomarker research. Per Med 2018; 14:285-291. [PMID: 29749831 DOI: 10.2217/pme-2017-0031] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Affiliation(s)
- Julie Smith
- Department of Technology, Faculty of Health & Technology, Metropolitan University College, 26 Sigurdsgade, DK-2200 Copenhagen, Denmark
| | - Camilla Christine Qvist
- Department of Pathology, Rigshospitalet, University of Copenhagen, Blegdamsvej 9, DK-2100 Copenhagen, Denmark
| | - Katja Kemp Jacobsen
- Department of Technology, Faculty of Health & Technology, Metropolitan University College, 26 Sigurdsgade, DK-2200 Copenhagen, Denmark
| | - Jeppe Madura Larsen
- Department of Technology, Faculty of Health & Technology, Metropolitan University College, 26 Sigurdsgade, DK-2200 Copenhagen, Denmark
| |
Collapse
|
5
|
Fiorentin TR, D'Avila FB, Comiran E, Zamboni A, Scherer JN, Pechansky F, Borges PEM, Fröehlich PE, Limberger RP. Simultaneous determination of cocaine/crack and its metabolites in oral fluid, urine and plasma by liquid chromatography-mass spectrometry and its application in drug users. J Pharmacol Toxicol Methods 2017; 86:60-66. [PMID: 28395991 DOI: 10.1016/j.vascn.2017.04.003] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2016] [Revised: 04/04/2017] [Accepted: 04/06/2017] [Indexed: 11/26/2022]
Abstract
INTRODUCTION A single LC-MS equipment was used to validate three methods for simultaneously analyzing cocaine (COC), benzoylecgonine (BZE), cocaethylene (CE), anhydroecgonine methyl ester (AEME) and anhydroecgonine (AEC) in oral fluid (OF), urine and plasma. METHODS The methods were carried out using a Kinetex HILIC column for polar compounds at 30°C. Mobile phase with isocratic condition of acetonitrile: 13mM ammonium acetate pH 6.0: methanol (55:35:10 v/v/v) at 0.8mL/min flow rate was used. RESULTS After buffer dilution (OF) and protein precipitation (urine and plasma), calibration curve ranges were 4.25-544ng/mL for oral fluid and 5-320ng/mL for urine and plasma with correlation coefficients (r) between 0.9947 and 0.9992. The lowest concentration of the calibration curves were the lower limit of quantification. No major matrix effect could be noted, demonstrating the efficiency of the cleaning procedure. DISCUSSION The methods were fully validated and proved to be suitable for analysis of 124 cocaine and/or crack cocaine users. Among the subjects, 56.5% reported daily use of cocaine in the previous three months. Results show a high prevalence of the analytes, with BZE as the most prevalent (94 cases), followed by COC (93 cases), AEC (70 cases), CE (33 cases) and AEME (13 cases). In addition, the concentration of BZE in urine was higher compared to OF and plasma found in the real samples, showing the facility of accumulation in chronic users in matrices with a large detection window.
Collapse
Affiliation(s)
- Taís Regina Fiorentin
- Postgraduate Program in Pharmaceutical Sciences, Federal University of Rio Grande do Sul, Av. Ipiranga, 2752, 90610-000 Porto Alegre, RS, Brazil.
| | - Felipe Bianchini D'Avila
- Postgraduate Program in Pharmaceutical Sciences, Federal University of Rio Grande do Sul, Av. Ipiranga, 2752, 90610-000 Porto Alegre, RS, Brazil
| | - Eloisa Comiran
- Postgraduate Program in Pharmaceutical Sciences, Federal University of Rio Grande do Sul, Av. Ipiranga, 2752, 90610-000 Porto Alegre, RS, Brazil
| | - Amanda Zamboni
- Postgraduate Program in Pharmaceutical Sciences, Federal University of Rio Grande do Sul, Av. Ipiranga, 2752, 90610-000 Porto Alegre, RS, Brazil
| | - Juliana Nichterwitz Scherer
- Center for Drug and Alcohol Research, Collaborating Center on Alcohol and Drugs - HCPA/SENAD, Hospital de Clínicas de Porto Alegre, Federal University of Rio Grande do Sul, Rua Professor Álvaro Alvim, 400, 90420-020 Porto Alegre, RS, Brazil
| | - Flavio Pechansky
- Center for Drug and Alcohol Research, Collaborating Center on Alcohol and Drugs - HCPA/SENAD, Hospital de Clínicas de Porto Alegre, Federal University of Rio Grande do Sul, Rua Professor Álvaro Alvim, 400, 90420-020 Porto Alegre, RS, Brazil
| | - Paulo Eduardo Mayorga Borges
- Pharmaceutical Laboratory of the State of Rio Grande do Sul, State Foundation for Production and Research in Health, Av. Ipiranga, 5400, 90610-000 Porto Alegre, Brazil
| | - Pedro Eduardo Fröehlich
- Postgraduate Program in Pharmaceutical Sciences, Federal University of Rio Grande do Sul, Av. Ipiranga, 2752, 90610-000 Porto Alegre, RS, Brazil
| | - Renata Pereira Limberger
- Postgraduate Program in Pharmaceutical Sciences, Federal University of Rio Grande do Sul, Av. Ipiranga, 2752, 90610-000 Porto Alegre, RS, Brazil
| |
Collapse
|