Ketamine, a New (or Old) Kid on the Block: A Comprehensive Three-Year Spatio-Temporal Study in Belgium Through Wastewater-Based Epidemiology

IF 11.4 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Water Research Pub Date : 2025-02-10 DOI:10.1016/j.watres.2025.123269
Natan Van Wichelen, Tim Boogaerts, Maarten Quireyns, Rania Dermitzaki, Peter Delputte, Noor Ul Hudda, Naomi De Roeck, Bavo Verhaegen, Koenraad Van Hoorde, Hadrien Maloux, Veronik Hutse, Celine Gys, Adrian Covaci, Alexander L.N. van Nuijs
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Abstract

Based on reports of ketamine seizures, self-reported consumption and harmful associated health effects, there are signs of increased ketamine use. However, monitoring population-level consumption patterns remains difficult. This study employed wastewater-based epidemiology (WBE) to address this challenge by analysing influent wastewater (IWW) from Belgium for biomarkers of ketamine consumption to evaluate spatio-temporal trends.Daily 24-h composite IWW samples were collected from 26 locations across the northern part of Belgium (Flanders and Brussels region), every Monday and Wednesday in 2023 (n=716). Additionally, a temporal dataset from daily IWW samples from Leuven (n=399) and Brussels (n=285) in 2021 and 2022 was evaluated using time series analysis. Measured concentrations of ketamine, norketamine and dehydronorketamine in IWW were transformed to population-normalised mass loads (PNML, expressed in mg/day/1000 inhabitants) to assess ketamine consumption patterns.Ketamine, norketamine and dehydronorketamine were detected in respectively 98%, 96%, and 76% of all samples. Substantial consumption was observed in both urban and rural areas, with higher PNMLs in major cities and the east of Flanders. Temporal analysis showed no seasonal trends but an increase in weekend consumption, likely linked to recreational use. PNMLs increased 7- to 11-fold compared to available data in 2012. Actual consumption and direct disposal down the drain could be differentiated by the investigation of the ketamine to norketamine ratio.Ketamine use is widespread across the north of Belgium, encompassing a relatively stable, year-round consumption. In future WBE studies, it is recommended to measure both norketamine and ketamine to assess ketamine consumption and to rule out any dumping events.

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来源期刊
Water Research
Water Research 环境科学-工程:环境
CiteScore
20.80
自引率
9.40%
发文量
1307
审稿时长
38 days
期刊介绍: Water Research, along with its open access companion journal Water Research X, serves as a platform for publishing original research papers covering various aspects of the science and technology related to the anthropogenic water cycle, water quality, and its management worldwide. The audience targeted by the journal comprises biologists, chemical engineers, chemists, civil engineers, environmental engineers, limnologists, and microbiologists. The scope of the journal include: •Treatment processes for water and wastewaters (municipal, agricultural, industrial, and on-site treatment), including resource recovery and residuals management; •Urban hydrology including sewer systems, stormwater management, and green infrastructure; •Drinking water treatment and distribution; •Potable and non-potable water reuse; •Sanitation, public health, and risk assessment; •Anaerobic digestion, solid and hazardous waste management, including source characterization and the effects and control of leachates and gaseous emissions; •Contaminants (chemical, microbial, anthropogenic particles such as nanoparticles or microplastics) and related water quality sensing, monitoring, fate, and assessment; •Anthropogenic impacts on inland, tidal, coastal and urban waters, focusing on surface and ground waters, and point and non-point sources of pollution; •Environmental restoration, linked to surface water, groundwater and groundwater remediation; •Analysis of the interfaces between sediments and water, and between water and atmosphere, focusing specifically on anthropogenic impacts; •Mathematical modelling, systems analysis, machine learning, and beneficial use of big data related to the anthropogenic water cycle; •Socio-economic, policy, and regulations studies.
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