Tracing consumption patterns of stimulants, opioids, and ketamine in China by wastewater-based epidemiology

被引:36
作者
Liu, Si-Yu [1 ]
Yu, Wen-Jing [1 ]
Wang, Yi-Ru [1 ]
Shao, Xue-Ting [1 ]
Wang, De-Gao [1 ]
机构
[1] Dalian Maritime Univ, Coll Environm Sci & Engn, 1 Linghai Rd, Dalian, Peoples R China
基金
国家重点研发计划;
关键词
Drug analysis; Wastewater-based epidemiology; Meta-analysis; Comprehensive weights; Monte Carlo simulation; ILLICIT DRUG-USE; TREATMENT PLANTS; URINARY-EXCRETION; TEMPORAL TRENDS; RIVER WATERS; ABUSE; METABOLITES; EPHEDRINE; URBAN; METHAMPHETAMINE;
D O I
10.1007/s11356-020-12035-w
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Illicit drug use has long been a key issue of international concern, and the true situation is unknown to the relevant authorities. To develop a profile of comprehensive consumption patterns of illicit drugs in China, data from 34 wastewater treatment plants in 25 cities were collected to analyze four classes of drugs, including amphetamine-type stimulants, opioids, ketamine, and cocaine. They were identified and quantified in samples using methods based on gas chromatography coupled to mass spectrometry. According to the wastewater-based epidemiology (WBE) approach, an analysis of the consumption pattern was performed regarding per inhabitant consumption based on the revised metabolic rate. The consumption quantity of illicit drug and precursor was divided into four categories based on statistical difference analyses: methamphetamine and ephedrine (precursor) were the predominant drugs in the first category, followed by ketamine and heroin in the second category, methcathinone and 3,4-methylenedioxymethamphetamine (MDMA) in the third category, and cocaine and methadone in the fourth category. There were distinctive spatial patterns: heroin and cocaine consumption was higher in Southern China than in Northern China, heroin consumption was higher in Western China than in Eastern China, and the consumption of each drug differed across seven regions of China, especially with ephedrine and methcathinone consumption higher in North China; heroin consumption higher in Southwest, Central, and Northwest China; and ketamine and MDMA consumption higher in East, South, and Central China. Compared with findings in previous studies, there were temporal patterns, in which ketamine consumption presented a downward trend but heroin remained stable. Based on correlation analyses, there were the polydrug abuse patterns between heroin and cocaine, methcathinone and ketamine, and cocaine and MDMA. In general, this study based on WBE provides a comprehensive evaluation of drug consumption in China.
引用
收藏
页码:16754 / 16766
页数:13
相关论文
共 82 条
[1]   Wastewater-based epidemiology and enantiomeric profiling for drugs of abuse in South African wastewaters [J].
Archer, E. ;
Castrignano, E. ;
Kasprzyk-Hordern, B. ;
Wolfaardt, G. M. .
SCIENCE OF THE TOTAL ENVIRONMENT, 2018, 625 :792-800
[2]   Illicit and pharmaceutical drug consumption estimated via wastewater analysis. Part A: Chemical analysis and drug use estimates [J].
Baker, David R. ;
Barron, Leon ;
Kasprzyk-Hordern, Barbara .
SCIENCE OF THE TOTAL ENVIRONMENT, 2014, 487 :629-641
[3]  
鲍彦平, 2015, [中国药物依赖性杂志, Chinese Journal of Drug Dependence], V24, P85
[4]   ROUTINE DETECTION AND IDENTIFICATION IN URINE OF STIMULANTS AND OTHER DRUGS SOME OF WHICH MAY BE USED TO MODIFY PERFORMANCE IN SPORT [J].
BECKETT, AH ;
TUCKER, GT ;
MOFFAT, AC .
JOURNAL OF PHARMACY AND PHARMACOLOGY, 1967, 19 (05) :273-&
[5]   Data triangulation in the context of opioids monitoring via wastewater analyses [J].
Been, Frederic ;
Benaglia, Lisa ;
Lucia, Sonia ;
Gervasoni, Jean-Pierre ;
Esseiva, Pierre ;
Delemont, Olivier .
DRUG AND ALCOHOL DEPENDENCE, 2015, 151 :203-210
[6]   Population Normalization with Ammonium in Wastewater-Based Epidemiology: Application to Illicit Drug Monitoring [J].
Been, Frederic ;
Rossi, Luca ;
Ort, Christoph ;
Rudaz, Serge ;
Delemont, Olivier ;
Esseiva, Pierre .
ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2014, 48 (14) :8162-8169
[7]   Estimation of illicit drug use in the main cities of Colombia by means of urban wastewater analysis [J].
Bijlsma, Lubertus ;
Botero-Coy, Ana M. ;
Rincon, Rolando J. ;
Penuela, Gustavo A. ;
Hernandez, Felix .
SCIENCE OF THE TOTAL ENVIRONMENT, 2016, 565 :984-993
[8]   Use of drugs at 'raves' [J].
Brown, ERS ;
Jarvie, DR ;
Simpson, D .
SCOTTISH MEDICAL JOURNAL, 1995, 40 (06) :168-171
[9]   Nails Analysis for Drugs Used in the Context of Chemsex: A Pilot Study [J].
Busardo, Francesco Paolo ;
Gottardi, Massimo ;
Pacifici, Roberta ;
Vari, Maria Rosaria ;
Tini, Anastasio ;
Volpe, Anna Rita ;
Giorgetti, Raffaele ;
Pichini, Simona .
JOURNAL OF ANALYTICAL TOXICOLOGY, 2020, 44 (01) :69-74
[10]   Evaluation of Uncertainties Associated with the Determination of Community Drug Use through the Measurement of Sewage Drug Biomarkers [J].
Castiglioni, Sara ;
Bijlsma, Lubertus ;
Covaci, Adrian ;
Emke, Erik ;
Hernandez, Felix ;
Reid, Malcolm ;
Ort, Christoph ;
Thomas, Kevin V. ;
van Nuijs, Alexander L. N. ;
de Voogt, Pim ;
Zuccato, Ettore .
ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2013, 47 (03) :1452-1460