ArticleJournal of medical toxicology : official journal of the American College of Medical Toxicology2020
Rapid Assessment of Opioid Exposure and Treatment in Cities Through Robotic Collection and Chemical Analysis of Wastewater.
Article in Journal of medical toxicology : official journal of the American College of Medical Toxicology, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
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Who cites it
19 citing papers in PubMed, 31 citations in OpenAlex.
- A nationwide wastewater monitoring pilot to identify legal and illegal substances and enable future substance use research.Nature water · 2026Article
- Public Trust, Private Data: Four Considerations for the Future of Health.American journal of public health · 2026Article
- Review
- Barriers to translating continuous monitoring technologies for preventative medicine.Nature biomedical engineering · 2025Review
- Advancing health equity in wastewater-based epidemiology: A global critical review and conceptual framework.SSM - population health · 2025Review
- Groundbreaking Research from NIDA Addressing the Challenges of the Opioid Epidemic.Journal of medical toxicology : official journal of the American College of Medical Toxicology · 2025Article
- Wastewater analysis of chemical markers of public health concern at small spatial scales: A scoping review.PLOS global public health · 2025Article
- Near-source wastewater surveillance of SARS-CoV-2, norovirus, influenza virus and RSV across five different sites in the UK.PLOS global public health · 2025Article
- Wastewater Surveillance for Xylazine in Kentucky.AJPM focus · 2024Article
- Utilizing a National Wastewater Monitoring Program to Address the U.S. Opioid Epidemic: A Focus on Metro Atlanta, Georgia.International journal of environmental research and public health · 2023Review
- Adaptive interventions for opioid prescription management and consumption monitoring.Journal of the American Medical Informatics Association : JAMIA · 2023Article
- "Waste Not, Want Not" - Leveraging Sewer Systems and Wastewater-Based Epidemiology for Drug Use Trends and Pharmaceutical Monitoring.Journal of medical toxicology : official journal of the American College of Medical Toxicology · 2021Article
- Methodological approaches for the prediction of opioid use-related epidemics in the United States: a narrative review and cross-disciplinary call to action.Translational research : the journal of laboratory and clinical medicine · 2021Review
- Analysis of 39 drugs and metabolites, including 8 glucuronide conjugates, in an upstream wastewater network via HPLC-MS/MS.Journal of chromatography. B, Analytical technologies in the biomedical and life sciences · 2021Article
- Wastewater network infrastructure in public health: Applications and learnings from the COVID-19 pandemic.PLOS global public health · 2021Article
- Steep increases in fentanyl-related mortality west of the Mississippi River: Recent evidence from county and state surveillance.Drug and alcohol dependence · 2020Article
- Making waves: Wastewater surveillance of SARS-CoV-2 for population-based health management.Water research · 2020Article
- Mapping Community Opioid Exposure Through Wastewater-Based Epidemiology as a Means to Engage Pharmacies in Harm Reduction Efforts.Preventing chronic disease · 2020Article
- SARS-CoV-2 Titers in Wastewater Are Higher than Expected from Clinically Confirmed Cases.mSystems · 2020Article
Corrections and comments
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Authors and funding
7 authors at 1 institution in 2 countries.
Funding
Abstract
introductionAccurate data regarding opioid use, overdose, and treatment is important in guiding community efforts at combating the opioid epidemic. Wastewater-based epidemiology (WBE) is a potential method to quantify community-level trends of opioid exposure beyond overdose data, which is the basis of most existing response efforts. However, most WBE efforts collect parent opioid compounds (e.g., morphine) at wastewater treatment facilities, measuring opioid concentrations across large catchment zones which typically represent an entire municipality. We sought to deploy a robotic sampling device at targeted manholes within a city to semi-quantitatively detect opioid metabolites (e.g., morphine glucuronide) at a sub-city community resolution.
methodsWe deployed a robotic wastewater sampling platform at ten residential manholes in an urban municipality in North Carolina, accounting for 44.5% of the total municipal population. Sampling devices comprised a robotic sampling arm with in situ solid phase extraction, and collected hourly samples over 24-hour periods. We used targeted mass spectrometry to detect the presence of a custom panel of opioids, naloxone, and buprenorphine.
resultsTen sampling sites were selected to be a representative survey of the entire municipality by integrating sewer network and demographic GIS data. All eleven metabolites targeted were detected during the program. The average morphine milligram equivalent (MME) across the nine illicit and prescription opioids, as excreted and detected in wastewater, was 49.1 (standard deviation of 31.9) MME/day/1000-people. Codeine was detected most frequently (detection rate of 100%), and buprenorphine was detected least frequently (12%). The presence of naloxone correlated with city data of known overdoses reversed by emergency medical services in the prehospital setting.
conclusionWastewater-based epidemiology with smart sewer selection and robotic wastewater collection is feasible to detect the presence of specific opioids, naloxone, methadone, and buprenorphine within a city. These results suggest that wastewater epidemiology could be used to detect patterns of opioid exposure and may ultimately provide information for opioid use disorder (OUD) treatment and harm reduction programs.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.