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Ting TT, Chen PC, Chang YC, Chiang PJ, Li HC, Chen SH, Chen PC, Chu HT, Chuang PY, Liu YH, Chen PS. Wastewater-based epidemiology to monitor 68 NPS/conventional drug use in Taipei metropolitan area in Taiwan during and after COVID-19 pandemic. JOURNAL OF HAZARDOUS MATERIALS 2024; 476:135020. [PMID: 38959832 DOI: 10.1016/j.jhazmat.2024.135020] [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: 09/20/2023] [Revised: 05/18/2024] [Accepted: 06/22/2024] [Indexed: 07/05/2024]
Abstract
Amidst far-reaching COVID-19 effects and social constraints, this study leveraged wastewater-based epidemiology to track 38 conventional drugs and 30 new psychoactive substances (NPS) in northern Taiwan. Analyzing daily samples from four Taipei wastewater plants between September 2021 and January 2024-encompassing club reopenings, holidays, Lunar New Year, an outbreak, and regular periods-thirty-one drugs were detected, including 5 NPS. Tramadol, zolpidem tartrate, CMA, and MDPV were newly detected in Taiwanese sewage with frequency of 1.4 %- 89.0 %. Conventional drug use typically increased post-pandemic, aside from benzodiazepines and methadone. Methamphetamine showed 100 % frequency, indicating ongoing daily consumption despite COVID-19 measures. Methamphetamine and morphine's consumption dipped then rose around club reopening, hinting at limited access. The consumption trend of methadone appeared to compensate for the use of morphine. Ketamine and NPS demonstrated similar patterns throughout the entire period. NPS as party drugs seemed influenced by an unstable supply chain and complexities in implementation. Benzodiazepines, commonly abused alongside synthetic cathinones in Taiwan exhibited an opposing trend to NPS while aligned with acetaminophen, suggesting elevated stress and anxiety levels during the pandemic. No significant differences were observed in drug consumption between weekdays and weekends, potentially indicating that COVID-19 measures blurred the traditional distinctions between these timeframes. ENVIRONMENTAL IMPLICATION: New psychoactive substances refer to chemically modified variants of controlled drugs designed to mimic the effects of the original drugs while evading modern detection methods, categorizing them as hazardous materials. The study presents a sewage monitoring project conducted from 2021 to 2024, collecting samples from four WWTPs to analyze NPS and conventional drug trends during and after the COVID-19 pandemic. The findings uncovered connections between drug consumption patterns and pandemic-related policies. In light of the persistent drug abuse and their environmental presence, the results bear critical importance for both environmental and public health. We provide a thorough assessment of these relationships and prioritize areas for future research.
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Affiliation(s)
- Te-Tien Ting
- Department of Data Science, School of Big Data Management, Soochow University, Taipei, Taiwan
| | - Pin-Chuan Chen
- Department of Mechanical Engineering, National Taiwan University of Science and Technology, Taipei, Taiwan
| | - Ya-Chi Chang
- Graduate Institute of Toxicology, National Taiwan University College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Pin-Ju Chiang
- Graduate Institute of Toxicology, National Taiwan University College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Hsu-Cheng Li
- Department of Chemistry, National Taiwan Normal University, Taipei, Taiwan
| | - Shih-Hsun Chen
- Graduate Institute of Toxicology, National Taiwan University College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Pei-Chieh Chen
- Graduate Institute of Toxicology, National Taiwan University College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Hai-Tien Chu
- Department of Chemistry, National Taiwan Normal University, Taipei, Taiwan
| | - Ping-Yu Chuang
- Department of Chemistry, National Taiwan Normal University, Taipei, Taiwan
| | - Yi-Hsin Liu
- Department of Chemistry, National Taiwan Normal University, Taipei, Taiwan.
| | - Pai-Shan Chen
- Graduate Institute of Toxicology, National Taiwan University College of Medicine, National Taiwan University, Taipei, Taiwan.
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Chen S, Bade R, Tscharke B, Hall W, Thai P, He C, Ahmed F, Zheng Q, Choi PM, O'Brien JW, Mueller JF. Assessing daily patterns in stimulant use during the COVID-19 pandemic in Melbourne, Australia using wastewater analysis. JOURNAL OF HAZARDOUS MATERIALS 2024; 476:135130. [PMID: 38991639 DOI: 10.1016/j.jhazmat.2024.135130] [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: 04/16/2024] [Revised: 06/16/2024] [Accepted: 07/05/2024] [Indexed: 07/13/2024]
Abstract
During the COVID-19 pandemic, one of Australia's biggest cities, Melbourne, experienced three major isolation ("lockdown") periods in 2020 (160 days) and in 2021 (111 days) which makes it one of the most locked down cities world-wide. This study assessed how the pandemic affected temporal trends in methamphetamine, MDMA and cocaine consumption using wastewater-based epidemiology. Daily samples were collected for most of 2020 and 2021 (n = 660 days). Concentrations were measured using direct-injection LC-MS/MS and back-calculated to consumption estimates. Results indicate that methamphetamine use was increasing before the first lockdown and decreased after the end of the first lockdown in 2020. Methamphetamine trends appeared to have remained steady throughout the second lockdown period before increasing steeply after it ended. For most of 2020, cocaine use remained steady, with an increase after the second lockdown. MDMA use decreased after the start of the first lockdown and remained steady throughout most of 2020 and 2021. In comparison to 2020, trends in 2021 were less variable and stimulant use did not appear to be as associated with COVID-19 restrictions. Overall, this study was able to show the impact of lockdown periods and the related social restrictions on illicit stimulant use. ENVIRONMENTAL IMPLICATION: Illicit drugs are hazardous chemicals, of concern both to humans and the environment. While studies have been undertaken to understand their temporal trends, this work utilizes wastewater-based epidemiology and daily sampling to provide a comprehensive understanding of the impact of the COVID-19 pandemic on the use of methamphetamine, MDMA and cocaine on one of the most locked-down cities in the world. Understanding the consequences of this significant intervention on illicit drug use could provide valuable insights into its potential environmental impact.
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Affiliation(s)
- Shuo Chen
- Queensland Alliance for Environmental Health Sciences (QAEHS), The University of Queensland, 20 Cornwall Street, Woolloongabba, QLD 4102, Australia
| | - Richard Bade
- Queensland Alliance for Environmental Health Sciences (QAEHS), The University of Queensland, 20 Cornwall Street, Woolloongabba, QLD 4102, Australia.
| | - Ben Tscharke
- Queensland Alliance for Environmental Health Sciences (QAEHS), The University of Queensland, 20 Cornwall Street, Woolloongabba, QLD 4102, Australia
| | - Wayne Hall
- Queensland Alliance for Environmental Health Sciences (QAEHS), The University of Queensland, 20 Cornwall Street, Woolloongabba, QLD 4102, Australia; National Centre for Youth Substance Use Research, The University of Queensland, St Lucia, QLD 4067, Australia
| | - Phong Thai
- Queensland Alliance for Environmental Health Sciences (QAEHS), The University of Queensland, 20 Cornwall Street, Woolloongabba, QLD 4102, Australia
| | - Chang He
- Queensland Alliance for Environmental Health Sciences (QAEHS), The University of Queensland, 20 Cornwall Street, Woolloongabba, QLD 4102, Australia
| | - Fahad Ahmed
- Queensland Alliance for Environmental Health Sciences (QAEHS), The University of Queensland, 20 Cornwall Street, Woolloongabba, QLD 4102, Australia
| | - Qiuda Zheng
- Queensland Alliance for Environmental Health Sciences (QAEHS), The University of Queensland, 20 Cornwall Street, Woolloongabba, QLD 4102, Australia
| | - Phil M Choi
- Water Unit, Health Protection and Regulation Branch, Queensland Public Health and Scientific Services, Queensland Health, Herston, QLD 4006, Australia
| | - Jake W O'Brien
- Queensland Alliance for Environmental Health Sciences (QAEHS), The University of Queensland, 20 Cornwall Street, Woolloongabba, QLD 4102, Australia; Van 't Hoff Institute for Molecular Sciences (HIMS), University of Amsterdam, Netherlands
| | - Jochen F Mueller
- Queensland Alliance for Environmental Health Sciences (QAEHS), The University of Queensland, 20 Cornwall Street, Woolloongabba, QLD 4102, Australia
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Bauer AE, Jakobsdottir MR, Olafsdottir K. Enantiomeric profile of amphetamines in seized drug samples and in blood of impaired drivers in Iceland: The rise of (R)-methamphetamine? J Anal Toxicol 2024; 48:456-462. [PMID: 38753345 DOI: 10.1093/jat/bkae039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Revised: 04/29/2024] [Accepted: 05/13/2024] [Indexed: 07/14/2024] Open
Abstract
Amphetamine (AMP) and methamphetamine (METH) use is increasing globally. Illegal AMP is generally a racemic mixture, whereas AMP-containing attention-deficit hyperactivity disorder drugs prescribed in Iceland consist of S-AMP. AMP is also a main metabolite of interest after METH intake. Distinguishing between legal and illegal AMP intake is vital in forensic toxicology. A chiral UPLC-MS-MS method was used to determine the enantiomeric profile of AMP and METH in circulation in Iceland by analysing blood samples from drivers suspected of driving under the influence of drugs (DUID) and seized drug samples from 2021 and 2022. All seized AMP samples (n = 48) were racemic, whereas all but one seized METH sample (n = 26) were enantiopure. Surprisingly, a large portion of the enantiopure METH samples was R-METH. DUID blood samples positive for AMP (n = 564) had a median blood concentration of 180 ng/mL (range 20-2770 ng/mL) and a median enantiomeric fraction (EFR) of 0.54 (range 0-0.73), whereas samples positive for METH (n = 236) had a median blood concentration of 185 ng/mL (range 20-2300 ng/mL) and a median EFR of 0.23 (range 0-1). The findings of this study show a significantly lower blood concentration in drivers with only S-AMP detected compared with when the R-isomer is also detected. No significant difference in blood concentration was detected between the sample groups containing S-METH, R-METH or both enantiomers. The occurrence of R-METH in both seized drug samples and DUID cases indicates a change in drug supply and a need for better scientific knowledge on R-METH abuse.
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Affiliation(s)
- Adam E Bauer
- Department of Pharmacology & Toxicology, University of Iceland, Hofsvallagata 53, Reykjavik 107, Iceland
| | - Margret R Jakobsdottir
- Department of Pharmacology & Toxicology, University of Iceland, Hofsvallagata 53, Reykjavik 107, Iceland
| | - Kristin Olafsdottir
- Department of Pharmacology & Toxicology, University of Iceland, Hofsvallagata 53, Reykjavik 107, Iceland
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Kim DH, Park GY, Kim D, Suh HS, Oh JE. Nationwide assessment of illicit drug consumption patterns in South Korea using wastewater-based epidemiology during the COVID-19 pandemic (2020-2022). JOURNAL OF HAZARDOUS MATERIALS 2024; 476:135090. [PMID: 39024765 DOI: 10.1016/j.jhazmat.2024.135090] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/28/2024] [Revised: 06/26/2024] [Accepted: 07/01/2024] [Indexed: 07/20/2024]
Abstract
Illicit drugs have become a crucial global social issue, with South Korea experiencing a continuous increase in the number of offenders and drug smuggling. This study employed wastewater-based epidemiology to investigate consumption patterns of 8 illicit drugs and their 7 metabolites during the COVID-19 pandemic (2020-2022) in South Korea. Ten compouds were detected in the wastewater influent. Methamphetamine (METH) was prevalent in samples, followed by amphetamine and ecstasy (MDMA). Interestingly, MDMA and ketamine (KET), which were not detected in previous Korean studies conducted before COVID-19 pandemic, were detected in this study. METH exhibited the highest consumption rates, decreasing from 16.6 to 12.4 mg/day/1000 people between 2020 and 2022, while MDMA increased over the three years (mean: 1.16, 1.24, and 1.62 mg/day/1000 people in 2020, 2021, and 2022, respectively) (p < 0.05). Significant correlations were identified between regional income levels and the consumption rates of METH (p < 0.01), MDMA (p < 0.01), and KET (p < 0.05). Furthermore, METH and MDMA consumption rates in cities were positively correlated with the number of drug offenders arrested and local clubs in those cities. The findings of this study provide valuable insights into shaping regulatory policies related to illicit drugs and future studies.
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Affiliation(s)
- Da-Hye Kim
- Institute for Environment and Energy, Pusan National University, Busan 46241, Republic of Korea
| | - Ga-Young Park
- Department of Civil and Environmental Engineering, Pusan National University, Busan 46241, Republic of Korea
| | - Donghyun Kim
- Department of Urban Planning and Engineering, Pusan National University, Busan 46241, Republic of Korea
| | - Hae Sun Suh
- College of Pharmacy, Kyung Hee University, Seoul 02447, Republic of Korea
| | - Jeong-Eun Oh
- Institute for Environment and Energy, Pusan National University, Busan 46241, Republic of Korea; Department of Civil and Environmental Engineering, Pusan National University, Busan 46241, Republic of Korea.
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Li X, Jiang L, Di B, Hu C. Preparation of amphiphilic poly(divinylbenzene- co-N-vinylpyrrolidone)-functionalized polydopamine magnetic nanoadsorbents for enrichment of synthetic cannabinoids in wastewater. ANALYTICAL METHODS : ADVANCING METHODS AND APPLICATIONS 2024; 16:3968-3982. [PMID: 38853581 DOI: 10.1039/d4ay00711e] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2024]
Abstract
Concerns have been raised about synthetic cannabinoids (SCs), which are among the most often trafficked and used illegal substances. An analytical method that holds promise for determining illicit drug use in the general population is wastewater-based epidemiology (WBE). Unfortunately, the concentration of SCs in wastewater is often extremely low on account of their hydrophobic nature, thus presenting a significant obstacle to the accurate detection and quantification of SCs using WBE. In this study, we present novel magnetic nanomaterials as amphiphilic adsorbents for pretreatment of wastewater using magnetic solid phase extraction (MSPE). Polydopamine-modified Fe3O4 nanoparticles were used as the magnetic core and further functionalized with poly(divinylbenzene-N-vinylpyrrolidone). Coupled with UHPLC-MS/MS analysis, an analytical method to simultaneously detect nine SCs at trace-levels in wastewater was developed and validated, enriching 50 mL wastewater to 100 μL with limits of detection (LOD) being 0.005-0.5 ng L-1, limits of quantification (LOQ) being 0.01-1.0 ng L-1, recoveries ranging from 73.99 to 110.72%, and the intra- and inter-day precision's relative standard deviations less than 15%. In comparison to the time-consuming conventional column-based solid phase extraction, the entire MSPE procedure from sample pre-treatment to data acquisition could be finished in one hour, thus largely facilitating the WBE method for drug surveillance and control.
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Affiliation(s)
- Xiuchen Li
- Department of Pharmacy, China Pharmaceutical University, No. 24 Tongjiaxiang Road, Nanjing 210009, PR China.
- China National Narcotics Control Commission-China Pharmaceutical University Joint Laboratory on Key Technologies of Narcotics Control, No. 24 Tongjiaxiang Road, Nanjing 210009, PR China
| | - Le Jiang
- Department of Pharmacy, China Pharmaceutical University, No. 24 Tongjiaxiang Road, Nanjing 210009, PR China.
- China National Narcotics Control Commission-China Pharmaceutical University Joint Laboratory on Key Technologies of Narcotics Control, No. 24 Tongjiaxiang Road, Nanjing 210009, PR China
| | - Bin Di
- Department of Pharmacy, China Pharmaceutical University, No. 24 Tongjiaxiang Road, Nanjing 210009, PR China.
- China National Narcotics Control Commission-China Pharmaceutical University Joint Laboratory on Key Technologies of Narcotics Control, No. 24 Tongjiaxiang Road, Nanjing 210009, PR China
| | - Chi Hu
- Department of Pharmaceutical Engineering, China Pharmaceutical University, No. 24 Tongjiaxiang Road, Nanjing 210009, PR China.
- China National Narcotics Control Commission-China Pharmaceutical University Joint Laboratory on Key Technologies of Narcotics Control, No. 24 Tongjiaxiang Road, Nanjing 210009, PR China
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Ceolotto N, Jagadeesan K, Xu L, Standerwick R, Robertson M, Barden R, Barnett J, Kasprzyk-Hordern B. Assessment of restriction measures implemented during COVID pandemics on community lifestyle choices via wastewater-based epidemiology. JOURNAL OF HAZARDOUS MATERIALS 2024; 471:134264. [PMID: 38640675 DOI: 10.1016/j.jhazmat.2024.134264] [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: 12/22/2023] [Revised: 04/04/2024] [Accepted: 04/08/2024] [Indexed: 04/21/2024]
Abstract
SARS-CoV-2 pandemic affected lifestyle habits, and the mental health and wellbeing of people around the world. In this manuscript, two towns (Paulton and Radstock) and two cities (Bath and Bristol) in Southwest England (> 1 million people) were monitored for two years using Wastewater-Based Epidemiology to assess impacts of COVID (including management measures such as lockdowns and movement restrictions) on community lifestyle choices: illicit drugs, legal stimulants, abused pharmaceuticals and pain pharma usage. Results were triangulated with key dates captured during the pandemic (national lockdowns, restrictions and social distancing measures, etc.). This highlighted a reduction in cocaine intake (as benzoylecgonine) (community average: -36 %) during the first lockdown and an increase in illicit drugs usage after the 3rd national lockdown (community averages for amphetamine: +8 %, cocaine/benzoylecgonine: +39 %, ketamine:+70 %) when restrictions were removed, and social interaction and recreational activities increased. There was a reduction in the intake of caffeine (as 1,7-dimethylxanthine) (community average:-39 %) after 3rd national lockdown coinciding with pubs reopening while nicotine intake (via cotinine) remained stable indicating lack of impact of COVID on smoking habits. Pain pharma often used in pain management resulting from injuries linked with sport activities (naproxen and diclofenac) showed decrease in usage due to lockdown restrictions in physical exercise and access to gyms/sport facilities.
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Affiliation(s)
- Nicola Ceolotto
- Department of Chemistry, University of Bath, Bath BA2 7AY, UK; Institute for Sustainability, University of Bath, Bath BA2 7AY, UK
| | | | - Like Xu
- Department of Chemistry, University of Bath, Bath BA2 7AY, UK
| | - Richard Standerwick
- Wessex Water, Bath BA2 7WW, UK; Environment Agency, Horizon House, Deanery Road, Bristol, UK
| | | | | | - Julie Barnett
- Department of Psychology, University of Bath, Bath BA2 7AY, UK
| | - Barbara Kasprzyk-Hordern
- Department of Chemistry, University of Bath, Bath BA2 7AY, UK; Institute for Sustainability, University of Bath, Bath BA2 7AY, UK.
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Kriikku P, Kankaanpää A, Gunnar T, Ojanperä I. Comparison of poisoning deaths with wastewater-based consumption estimates and assessment of fatal toxicity for amphetamine-type stimulant drugs. Drug Test Anal 2024; 16:641-649. [PMID: 37933709 DOI: 10.1002/dta.3599] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Revised: 10/19/2023] [Accepted: 10/21/2023] [Indexed: 11/08/2023]
Abstract
Among several established indicators that are used to monitor the illicit drug scene, drug-related deaths and wastewater-based epidemiology (WBE) stand out for population-level coverage. In this study, we aimed to compare temporal trends with respect to amphetamine, methamphetamine and methylenedioxymethamphetamine (MDMA) revealed by these indicators and explore the differences in fatal toxicity between the stimulants. All deaths in which poisoning caused by amphetamine, methamphetamine or MDMA was either the underlying or contributing cause of death in Finland in 2012, 2014, 2016, 2018 and 2020 were included in the study. Consumption of the studied drugs was measured by WBE in the same years. There was a significant correlation between poisoning and drug consumption for all three stimulants, and for amphetamine and MDMA, these figures increased over the study period. The highest fatal toxicity, as expressed by the number of deaths per million doses, was obtained for methamphetamine at an estimated dose of 50 mg, followed by MDMA (100 mg dose) and with amphetamine (50 mg dose). The fatal toxicity found here for the stimulants was close to that previously reported for many prescription opioids and tricyclic antidepressants. Our study is the first to quantitatively investigate the fatal toxicity of amphetamine-type stimulants by comparing deaths with consumption estimates derived from WBE. It shows that amphetamine, methamphetamine and MDMA possess a quite similar capacity to cause death. This new approach adds to the earlier methods of estimating drug-related harm.
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Affiliation(s)
- Pirkko Kriikku
- Forensic Chemistry Unit, Finnish Institute for Health and Welfare, Helsinki, Finland
- Department of Forensic Medicine, University of Helsinki, Helsinki, Finland
| | - Aino Kankaanpää
- Forensic Chemistry Unit, Finnish Institute for Health and Welfare, Helsinki, Finland
| | - Teemu Gunnar
- Forensic Chemistry Unit, Finnish Institute for Health and Welfare, Helsinki, Finland
| | - Ilkka Ojanperä
- Forensic Chemistry Unit, Finnish Institute for Health and Welfare, Helsinki, Finland
- Department of Forensic Medicine, University of Helsinki, Helsinki, Finland
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8
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Sharfudeen YA, Cha HJ, Oh JE. Tracking methamphetamine and amphetamine consumption patterns in South Korea via enantiomeric analysis of wastewater. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 905:166910. [PMID: 37689196 DOI: 10.1016/j.scitotenv.2023.166910] [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: 06/18/2023] [Revised: 09/06/2023] [Accepted: 09/06/2023] [Indexed: 09/11/2023]
Abstract
Wastewater-based epidemiology (WBE) has emerged as an effective method for monitoring a community's health status and lifestyle. In recent years, enantiomeric profiling has shown promise as a tool for tracing the sources of abused drugs through WBE. This study investigated amphetamine (AMP) and methamphetamine (METH) consumption in South Korea using enantiomeric analysis of untreated wastewater samples collected from 27 wastewater-treatment plants (WWTPs). Both AMP and METH were detected, with the predominant detection of S-(+)-METH indicating widespread illegal use of METH, which is primarily produced by a clandestine synthesis procedure that involves the reduction of ephedrine/pseudoephedrine. Most AMP/METH ratios in the samples were consistent with the expected METH excretion profile, indicating that the presence of AMP was primarily due to METH metabolism. However, R-(-) AMP was detected in 18.5 % and 25.9 % of wastewater samples in winter and spring, respectively, and the high AMP/METH ratio (>0.27) indicated potential AMP abuse. By differentiating between the sources of AMP and METH in wastewater, enantiomeric analysis could help authorities to target and address specific drug-abuse issues affecting the population more effectively.
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Affiliation(s)
- Yasar Arafath Sharfudeen
- Department of Civil and Environmental Engineering, Pusan National University, Busan 46241, Republic of Korea
| | - Hye Jin Cha
- College of Veterinary Medicine, Gyeongsang National University, Jinju-si, Gyeongsangnam-do 52828, Republic of Korea
| | - Jeong-Eun Oh
- Department of Civil and Environmental Engineering, Pusan National University, Busan 46241, Republic of Korea; Institute for Environment and Energy, Pusan National University, Busan 46241, Republic of Korea.
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Stipaničev D, Dragun Z, Repec S, Ivanković D, Barac F, Kiralj Z, Kralj T, Valić D. Dynamics of drug contamination of the river-water in the rural, semirural and urban areas of the Mrežnica River in Croatia during COVID-19 pandemic (2020-2021). ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2023; 30:93652-93666. [PMID: 37515617 DOI: 10.1007/s11356-023-28845-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Accepted: 07/14/2023] [Indexed: 07/31/2023]
Abstract
Increased contamination of aquatic ecosystems with pharmaceuticals could have been expected due to the COVID-19 pandemic. Surface water from three domains (rural, semirural, urban) of the Mrežnica River (Croatia) was screened for 253 pharmaceuticals by SPE-UHPLC-MS/MS. At the beginning of the pandemic, the highest concentration of drugs (excluding veterinary) was detected at urban site (291.4 ng/L), followed by semirural (186.5 ng/L) and rural (141.6 ng/L). With the progression of pandemic, contamination increase was observed at all sites, but it was the most obvious at semirural (approximately 400-700 ng/L). The most pronounced concentration increases were observed for non-opioid analgesics, especially ibuprofen. In September 2021, the first notable occurrence of opioid analgesics was recorded. The most represented group of pharmaceuticals at the start of the pandemic (May 2020) was generally stimulants (caffeine, cotinine). In September 2021, the predominant group was analgesics at all sites (45-84%), whereas stimulants decreased to undetectable levels. The results of this study indicated that the epidemiological measures and medical treatments that were widely imposed/applied caused notable increase of the surface water contamination with drugs of a small river with limited dilution capacity, indirectly pointing to the changes that occurred in the behaviour and habits of the inhabitants of the affected areas.
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Affiliation(s)
- Draženka Stipaničev
- Josip Juraj Strossmayer Water Institute, Central Water Laboratory, Ulica grada Vukovara 220, Zagreb, Croatia
| | - Zrinka Dragun
- Ruđer Bošković Institute, Division for Marine and Environmental Research, Bijenička cesta 54, Zagreb, Croatia.
| | - Siniša Repec
- Josip Juraj Strossmayer Water Institute, Central Water Laboratory, Ulica grada Vukovara 220, Zagreb, Croatia
| | - Dušica Ivanković
- Ruđer Bošković Institute, Division for Marine and Environmental Research, Bijenička cesta 54, Zagreb, Croatia
| | - Fran Barac
- Ruđer Bošković Institute, Division for Marine and Environmental Research, Bijenička cesta 54, Zagreb, Croatia
| | - Zoran Kiralj
- Ruđer Bošković Institute, Division for Marine and Environmental Research, Bijenička cesta 54, Zagreb, Croatia
| | - Tomislav Kralj
- Ruđer Bošković Institute, Division for Marine and Environmental Research, Bijenička cesta 54, Zagreb, Croatia
| | - Damir Valić
- Ruđer Bošković Institute, Division for Marine and Environmental Research, Bijenička cesta 54, Zagreb, Croatia
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Boogaerts T, Quireyns M, De Loof H, Bertels X, Van Wichelen N, Pussig B, Saevels J, Lahousse L, Bonmariage P, Hamelinck W, Aertgeerts B, Covaci A, van Nuijs ALN. Do the lockdown-imposed changes in a wastewater treatment plant catchment's socio-demographics impact longitudinal temporal trends in psychoactive pharmaceutical use? THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 876:162342. [PMID: 36842581 DOI: 10.1016/j.scitotenv.2023.162342] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Revised: 01/30/2023] [Accepted: 02/15/2023] [Indexed: 06/18/2023]
Abstract
Wastewater-based epidemiology (WBE) includes the analysis of human metabolic biomarkers of xenobiotics in influent wastewater. WBE complements existing drug utilization approaches and provides objective, spatio-temporal information on the consumption of pharmaceuticals in the general population. This approach was applied to 24-h composite influent wastewater samples from Leuven, Belgium. Daily samples were analysed from September 2019 to December 2019 (n = 76), and on three days of the week (Monday, Wednesday, Saturday) from January 2020 to April 2022 (n = 367). Sample analysis consisted of 96-well solid-phase extraction and liquid chromatography coupled to tandem mass spectrometry. Measured concentrations of 21 biomarkers for antidepressant and opioid use were converted to population-normalized mass loads (PNML) by considering the flow rate and catchment population. To capture population movements, mobile phone data was used. Amitriptyline, hydroxy-bupropion, norcitalopram, citalopram, normirtazapine, trazodone, O-desmethylvenlafaxine, codeine, 2-ethylidene-1,5-dimethyl-3,3-diphenylpyrrolidine (EDDP), methadone, morphine, O-desmethyltramadol, and tramadol were included in the temporal assessment since concentrations were above the lower limit of quantification. The PNML of most biomarkers increased (with 3-119 %) throughout the sampling period. The population disruption during the COVID-19 pandemic led to a major change in the socio-demographics of the catchment area, resulting in temporal differences in the PNML of the different biomarkers. As such, higher PNML were observed during the different lockdown phases, which were characterized by the outflow of university students and a decreasing commuting in and out the catchment area. The effects of the fluctuating socio-demographics of the catchment population were further evidenced by the different week-weekend pattern of PNMLs over the course of the sampling campaign. Mean parent/metabolite ratios (i.e., citalopram/norcitalopram, tramadol/O-desmethyltramadol, venlafaxine/O-desmethylvenlafaxine, and methadone/EDDP) remained relatively stable throughout the entire sampling campaign (RSD% below 25 % for all ratios, except for methadone/EDDP) and therefore were not affected by this population change.
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Affiliation(s)
- Tim Boogaerts
- Toxicological Centre, University of Antwerp, Universiteitsplein 1, 2610 Wilrijk, Belgium.
| | - Maarten Quireyns
- Toxicological Centre, University of Antwerp, Universiteitsplein 1, 2610 Wilrijk, Belgium
| | - Hans De Loof
- Laboratory of Physiopharmacology, University of Antwerp, Universiteitsplein 1, 2610 Wilrijk, Belgium
| | - Xander Bertels
- Department of Bioanalysis, Ghent University, Ottergemsesteenweg 460, 9000 Ghent, Belgium
| | - Natan Van Wichelen
- Toxicological Centre, University of Antwerp, Universiteitsplein 1, 2610 Wilrijk, Belgium
| | - Bram Pussig
- Academic Center for General Practice, Kapucijnenvoer 7, 3000 Leuven, Belgium
| | - Jan Saevels
- Association of Pharmacists in Belgium (APB), Rue Stevin 137, 1000 Brussels, Belgium
| | - Lies Lahousse
- Department of Bioanalysis, Ghent University, Ottergemsesteenweg 460, 9000 Ghent, Belgium
| | - Pauline Bonmariage
- Association of Pharmacists in Belgium (APB), Rue Stevin 137, 1000 Brussels, Belgium
| | - Wouter Hamelinck
- Association of Pharmacists in Belgium (APB), Rue Stevin 137, 1000 Brussels, Belgium
| | - Bert Aertgeerts
- Academic Center for General Practice, Kapucijnenvoer 7, 3000 Leuven, Belgium
| | - Adrian Covaci
- Toxicological Centre, University of Antwerp, Universiteitsplein 1, 2610 Wilrijk, Belgium
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11
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de Oliveira AFB, de Melo Vieira A, Santos JM. Trends and challenges in analytical chemistry for multi-analysis of illicit drugs employing wastewater-based epidemiology. Anal Bioanal Chem 2023:10.1007/s00216-023-04644-4. [PMID: 36952026 PMCID: PMC10034891 DOI: 10.1007/s00216-023-04644-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Revised: 03/04/2023] [Accepted: 03/08/2023] [Indexed: 03/24/2023]
Abstract
Wastewater-based epidemiology (WBE) for quantification of illicit drug biomarkers (IDBs) in wastewater samples is an effective tool that can provide information about drug consumption. The most commonly quantified IDBs belong to different chemical classes, including cocaine, amphetamine-type stimulants, opioids, and cannabinoids, so the different chemical properties of these molecules pose a challenge in the development of analytical methods for multi-analyte analysis. Recent workflows include the steps of sampling and storage, sample preparation using solid-phase extraction (SPE) or without extraction, and quantification of analytes employing gas or liquid chromatography coupled with mass spectrometry. The greatest difficulty is due to the fact that wastewater samples are complex chemical mixtures containing analytes with different chemical properties, often present at low concentrations. Therefore, in the development of analytical methods, there is the need to simplify and optimize the analytical workflows, reducing associated uncertainties, analysis times, and costs. The present work provides a critical bibliographic survey of studies published from the year 2020 until now, highlighting the challenges and trends of published analytical workflows for the multi-analysis of IDBs in wastewater samples, considering sampling and sample preparation, method validation, and analytical techniques.
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Affiliation(s)
- Ana Flávia Barbosa de Oliveira
- Petroleum, Energy and Mass Spectrometry Research Group (PEM), Chemistry Department, Federal Rural University of Pernambuco (UFRPE), Recife, PE, 52171-900, Brazil
| | - Aline de Melo Vieira
- Petroleum, Energy and Mass Spectrometry Research Group (PEM), Chemistry Department, Federal Rural University of Pernambuco (UFRPE), Recife, PE, 52171-900, Brazil
| | - Jandyson Machado Santos
- Petroleum, Energy and Mass Spectrometry Research Group (PEM), Chemistry Department, Federal Rural University of Pernambuco (UFRPE), Recife, PE, 52171-900, Brazil.
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12
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Bonnet U, Specka M, Roser P, Scherbaum N. Cannabis use, abuse and dependence during the COVID-19 pandemic: a scoping review. J Neural Transm (Vienna) 2023; 130:7-18. [PMID: 36346483 PMCID: PMC9641691 DOI: 10.1007/s00702-022-02564-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2022] [Accepted: 10/26/2022] [Indexed: 11/10/2022]
Abstract
The interaction between cannabis use or addiction and SARS-COV-2 infection rates and COVID-19 outcomes is obscure. As of 08/01/2022 among 57 evaluated epidemiological/clinical studies found in Pubmed-database, most evidence for how cannabis use patterns were influenced by the pandemic was given by two systematic reviews and 17 prospective studies, mostly involving adolescents. In this age group, cannabis use patterns have not changed markedly. For adults, several cross-sectional studies reported mixed results with cannabis use having increased, decreased or remained unchanged. Two cross-sectional studies demonstrated that the severity of adults´ cannabis dependence was either increased as a consequence of increasing cannabis use during the pandemic or not changed. Regarding the effect of cannabis use on COVID-19 outcomes, we found only five retrospective/cross-sectional studies. Accordingly, (i) cannabis use did not impact mild COVID-19 symptoms; (ii) cannabis using individuals experienced more COVID-19-related hospitalizations; (iii) cannabis using veterans were associated with reduced SARS-COV-2 infection rates; (iv) frequent cannabis use was significantly associated with COVID-19 mortality, and (v) cannabis dependents were at higher risk of COVID-19 breakthrough after vaccination. It should be outlined that the validity of these retrospective/cross-sectional studies (all self-reports or register/e-health-records) is rather low. Future prospective studies on the effects of cannabis use on SARS-COV-2 infection rates and COVID-19 outcomes are clearly required for conclusive risk-benefit assessments of the role of cannabis on users' health during the pandemic. Moreover, substance dependence (including cannabis) is associated with (often untreated) somatic comorbidity, which severity is a proven key risk factor for worse COVID-19 outcomes.
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Affiliation(s)
- Udo Bonnet
- Department of Psychiatry, Psychotherapy and Psychosomatic Medicine, Evangelisches Krankenhaus Castrop-Rauxel, Academic Teaching Hospital, University of Duisburg-Essen, Grutholzallee 21, 44577 Castrop-Rauxel, Germany ,Department of Psychiatry and Psychotherapy, Faculty of Medicine, LVR-Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Michael Specka
- Department of Psychiatry and Psychotherapy, Faculty of Medicine, LVR-Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Patrik Roser
- Department of Psychiatry and Psychotherapy, Faculty of Medicine, LVR-Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Norbert Scherbaum
- Department of Psychiatry and Psychotherapy, Faculty of Medicine, LVR-Hospital Essen, University of Duisburg-Essen, Essen, Germany
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13
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Krishnan RY, Manikandan S, Subbaiya R, Biruntha M, Balachandar R, Karmegam N. Origin, transport and ecological risk assessment of illicit drugs in the environment - A review. CHEMOSPHERE 2023; 311:137091. [PMID: 36356815 DOI: 10.1016/j.chemosphere.2022.137091] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/30/2022] [Revised: 10/16/2022] [Accepted: 10/30/2022] [Indexed: 06/16/2023]
Abstract
Illicit drugs are a novel group of emerging pollutants. A growing global environmental load and ecological risk is created by the ongoing release of these toxins into the environment. Conventional water processing plants fail to completely remove drugs of abuse from both surface water and wastewater. The origin, environmental fate and ecological repercussions of illicit drugs, despite their detection in surface waterways around the world, are not well understood. In this review, illicit drug detections in potable water, surface water and wastewater globally have been studied during the past 15 years in order to establish a baseline for future years. The most common drugs with abuse potential detected in different sources of potable and surface water were methadone (0.12-22.7 ng/L), cocaine (0.05-506.6 ng/L), benzoylecgonine (0.07-1019 ng/L), amphetamine (1.4-342.6 ng/L), and codeine (0.002-42 ng/L). The bulk of research only looked at a small number of drugs of abuse, indicating that despite widespread use, a large spectrum of these intoxicants has yet to be detected. This review focuses on the origin of illicit drug contaminants in water bodies, air, and soil, their persistence in the environment, and the typical concentrations at which they occur in the environment. The impact of these drugs on aquatic organisms like Elliptio complanata mussels, crayfish and zebrafish has also been reviewed.
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Affiliation(s)
- R Yedhu Krishnan
- Department of Food Technology, Amal Jyothi College of Engineering, Kanjirappally, Kottayam, 686 518, Kerala, India
| | - S Manikandan
- Department of Biotechnology, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences (SIMATS), Saveetha Nagar, Thandalam, Chennai - 602 105. Tamil Nadu, India.
| | - R Subbaiya
- Department of Biological Sciences, School of Mathematics and Natural Sciences, The Copperbelt University, Riverside, Jambo Drive, P O Box 21692, Kitwe, Zambia
| | - M Biruntha
- Department of Animal Health and Management, Alagappa University, Karaikudi, 630 003, Tamil Nadu, India
| | - R Balachandar
- Department of Biotechnology, Prathyusha Engineering College, Chennai, 602 025, Tamil Nadu, India
| | - N Karmegam
- PG and Research Department of Botany, Government Arts College (Autonomous), Salem, 636 007, Tamil Nadu, India.
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14
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Zhang M, Li J, Fan J, Feng D, Li Q, Tang S, Li J. Cross-border Activities Associated With Pattern of Amphetamine-type Stimulants Usage Among Drug Users in Southwest of China. INQUIRY : A JOURNAL OF MEDICAL CARE ORGANIZATION, PROVISION AND FINANCING 2023; 60:469580231206608. [PMID: 37902428 PMCID: PMC10617300 DOI: 10.1177/00469580231206608] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/03/2023] [Revised: 09/07/2023] [Accepted: 09/21/2023] [Indexed: 10/31/2023]
Abstract
Cross-border activities are possibly associated with the use of amphetamine-type stimulants (ATS), this study was to explore poly-substance of ATS use and influencing factors among ATS use populations in southwest China. A cross-sectional study was conducted by response driven and continuous samplings from January to July 2021. Descriptive, univariate and logistic regression were carried out. ATS users accounted for 95.6% of the target population, of whom one-third had cross-border experiences with 4.1% of the cross-border purchase of drugs. ATS users were mainly over 31 years old (53.9%), male (98.7%), minority (79.1%), and unmarried (72.7%). Cross-border users consumed more ketamine (8%) and methamphetamine (40%) (P < .05). After adjusting for socioeconomic-demographic factors, cross-border activity [OR: 0.336 (0.141, 0.799)], occupation [OR: 0.273 (0.080, 0.929)], injecting drug behavior [OR: 6.239 (1. 087, 35.811)], frequency [OR: 0.251 (0.073, 0.859)], and ATS use location [OR: 2.915 (1.040, 8.168)] were possible factors influencing ATS use patterns (P < .05). Cross-border activity may be associated with polydrug use, especially predominantly methamphetamine use, among ATS users along the Southwest border. It implied that the focus of drug prevention and control in border areas should be on cross-border populations.
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Affiliation(s)
- Mingmei Zhang
- School of Public Health, Kunming Medical University, Kunming, Yunnan, China
- NHC Key Laboratory of Drug Addiction Medicine, Kunming Medical University, Kunming, Yunnan, China
| | - Jiashuang Li
- School of Public Health, Kunming Medical University, Kunming, Yunnan, China
| | - Jianhua Fan
- Centre for Disease Control and Prevention, Xishuangbanna Dai Autonomous Prefecture, Jinghong, Yunnan, China
| | - Dongli Feng
- The Centre for Disease Control and Prevention in Jinghong, Jinghong, Yunnan, China
| | - Qun Li
- Department of Clinical Skills Centre, Kunming Medical University, Kunming, Yunnan, China
| | - Songyuan Tang
- School of Public Health, Kunming Medical University, Kunming, Yunnan, China
| | - Jing Li
- School of Public Health, Kunming Medical University, Kunming, Yunnan, China
- NHC Key Laboratory of Drug Addiction Medicine, Kunming Medical University, Kunming, Yunnan, China
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15
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Wang H, Xu B, Yang L, Huo T, Bai D, An Q, Li X. Consumption of common illicit drugs in twenty-one cities in southwest China through wastewater analysis. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 851:158105. [PMID: 35987225 DOI: 10.1016/j.scitotenv.2022.158105] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Revised: 08/13/2022] [Accepted: 08/14/2022] [Indexed: 06/15/2023]
Abstract
Wastewater-based epidemiology (WBE) was applied to estimate illicit drugs consumption at a provincial scale in southwest China. A large-scale wastewater sampling campaign was carried out from October to November in 2021 in 156 different wastewater treatment plants (WWTPs). Two 24-h composite influent wastewater samples were collected in each WWTP. Concentrations of 11 illicit drugs or their metabolites were determined using liquid chromatography coupled with tandem mass spectrometry (LC-MS/MS). Benzoylecgonine, cocaine, 6-monoacetylmorphine, norketamine, 3,4-methylenedioxymethamphetamine (MDMA), and MDA were not detected in any of the wastewater samples. Methamphetamine and morphine were detected in >84% of samples, while ketamine was found in about 6% of the samples. The city-specific population-weighted consumption of methamphetamine and ketamine were in the range of 0.6-49.7 and N.D.-7.0 mg 1000 inh-1 day-1, respectively, with provincial population-weighted values of 22.6 and 2.4 mg 1000 inh-1 day-1 in southwest China. The city-specific load of morphine varied from 3.2 to 10.2 mg 1000 inh-1 day-1, with provincial population-weighted load of 6.7 mg 1000 inh-1 day-1. Taking into account therapeutic use of morphine and codeine, the provincial heroin consumption was estimated to be 10.3 mg 1000 inh-1 day-1, ranging from 1.7 to 18.5 mg 1000 inh-1 day-1 in 21 cities. Overall, the patterns of illicit drugs use were similar across southwest China, with high prevalence of methamphetamine and heroin, but relatively low use of ketamine. These findings could provide accurate drugs consumption information for timely identifying potential hotspots of illicit drugs use in southwest China.
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Affiliation(s)
- Huanbo Wang
- School of Environment and Resource, Southwest University of Science and Technology, Mianyang, China
| | - Buyi Xu
- National Anti-Drug Laboratory Sichuan Regional Center, Chengdu, China; Sichuan Police College, Luzhou, China.
| | - Li Yang
- National Anti-Drug Laboratory Sichuan Regional Center, Chengdu, China
| | - Tingting Huo
- School of Environment and Resource, Southwest University of Science and Technology, Mianyang, China
| | - Dengwen Bai
- National Anti-Drug Laboratory Sichuan Regional Center, Chengdu, China
| | - Qi An
- School of Environment and Resource, Southwest University of Science and Technology, Mianyang, China
| | - Xiran Li
- School of Environment and Resource, Southwest University of Science and Technology, Mianyang, China
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16
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Boni M, Gorgé O, Mullot JU, Wurtzer S, Moulin L, Maday Y, Obépine G, Canini F, Chantre M, Teyssou R, Maréchal V, Janvier F, Tournier JN. [The French Armed Forces Biomedical Research Institute (IRBA) and wastewater-based epidemiology: Applicability and relevance in armed forces]. BULLETIN DE L'ACADEMIE NATIONALE DE MEDECINE 2022; 206:1011-1021. [PMID: 36778592 PMCID: PMC9906811 DOI: 10.1016/j.banm.2022.04.025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/04/2022] [Accepted: 04/29/2022] [Indexed: 11/19/2022]
Abstract
The French Armed Forces Biomedical Research Institute (IRBA) deeply involved in research on SARS-COV-2, participated in the creation of the Obépine sentinel network in charge of detecting, qualifying and quantifying the virus genome in wastewater in France. During this pandemic, wastewater-based epidemiology has proven to be a first class public health tool for assessing viral dynamics in populations and environment. Obépine has also conducted research demonstrating the low infectivity of faeces and wastewater and allowed for early detection of epidemic waves linked to new variants. The IRBA has adapted this powerful tool to the monitoring of viral infections on board the aircraft carrier Charles-de-Gaulle in order to get an operational system for anticipation after the first local outbreak in 2020. The presence of this surveillance and anticipation tool has allowed a better management of SARS-CoV-2 contingent introductions on board during stopovers or crewmembers entries. The combination of a mandatory vaccination protocol and the surveillance of viral circulation in black waters has made it possible to identify and locate cases, and thus to continue the operational mission in the COVID-19 environment while limiting the spread and preserving the health of the crew. This innovative tool can easily be redirected to the search for any other pathogens in blackwater or even, in the long term, to ensure health surveillance of any military establishment, at sea or on land, in France or on overseas bases.
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Affiliation(s)
- M Boni
- Institut de recherche biomédicale des armées, 1, place Valérie-André, 91220 Brétigny-sur-Orge, France
- Groupement d'intérêt scientifique Obépine, France
| | - O Gorgé
- Institut de recherche biomédicale des armées, 1, place Valérie-André, 91220 Brétigny-sur-Orge, France
| | - J-U Mullot
- Laboratoire d'analyses de surveillance et d'expertise de la Marine, 83000 Toulon, France
- Laboratoire d'analyses de surveillance et d'expertise de la Marine, 83000 Toulon, France
| | - S Wurtzer
- Eau de Paris, département de recherche, développement et qualité de l'eau, 33, avenue Jean-Jaurès, 94200 Ivry-sur-Seine, France
- Groupement d'intérêt scientifique Obépine, France
| | - L Moulin
- Eau de Paris, département de recherche, développement et qualité de l'eau, 33, avenue Jean-Jaurès, 94200 Ivry-sur-Seine, France
- Groupement d'intérêt scientifique Obépine, France
| | - Y Maday
- Sorbonne Université, CNRS, Université de Paris, Laboratoire Jacques-Louis Lions (LJLL), Institut universitaire de France, 75005 Paris, France
- Groupement d'intérêt scientifique Obépine, France
| | - Gis Obépine
- Groupement d'intérêt scientifique Obépine, France
| | - F Canini
- Institut de recherche biomédicale des armées, 1, place Valérie-André, 91220 Brétigny-sur-Orge, France
- École du Val-de-Grâce, 75005 Paris, France
| | - M Chantre
- Institut de recherche biomédicale des armées, 1, place Valérie-André, 91220 Brétigny-sur-Orge, France
| | - R Teyssou
- Institut de recherche biomédicale des armées, 1, place Valérie-André, 91220 Brétigny-sur-Orge, France
- École du Val-de-Grâce, 75005 Paris, France
- Groupement d'intérêt scientifique Obépine, France
| | - V Maréchal
- Sorbonne Université, Inserm, Centre de recherche Saint-Antoine, 75012 Paris, France
- Groupement d'intérêt scientifique Obépine, France
| | - F Janvier
- Hôpital d'instruction des armées Sainte-Anne, service de microbiologie et hygiène hospitalière, 83000 Toulon, France
| | - J-N Tournier
- Institut de recherche biomédicale des armées, 1, place Valérie-André, 91220 Brétigny-sur-Orge, France
- École du Val-de-Grâce, 75005 Paris, France
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