Evidence map›Paper›PMID 36243065›Full record

ArticleThe Science of the total environment2023

Occurrence of Z-drugs, benzodiazepines, and ketamine in wastewater in the United States and Mexico during the Covid-19 pandemic.

Sangeet Adhikari, Rahul Kumar, Erin M Driver, Devin A Bowes, Keng Tiong Ng, Juan Eduardo Sosa-Hernandez, Mariel Araceli Oyervides-Muñoz, Elda M Melchor-Martínez, Manuel Martínez-Ruiz, Karina G Coronado-Apodaca and 7 more

Open access · greenAbstract read
In one paragraph

Article in The Science of the total environment, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
19citing papers in PubMed, 1 pooled it
4.6field-weighted citation impact, top 4% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

19 citing papers in PubMed, 1 synthesis or guideline pooled it, 48 citations in OpenAlex.

  1. Pooled it
  2. Interpol review of forensic drug chemistry, 2022-2025.Forensic science international. Synergy · 2026
    Review
  3. Article
  4. Article
  5. Article
  6. Article
  7. Recent Advances in Adsorption-Photocatalytic Removal of Pharmaceuticals From Water Using Hybrid Ion-Adsorbent Photocatalyst.Water environment research : a research publication of the Water Environment Federation · 2026
    Review
  8. Z-Drugs in the Environment: A Review.Molecules (Basel, Switzerland) · 2026
    Review
  9. Article
  10. Targeted LC-MS/MS method for quantifying respiratory pharmaceuticals in wastewater.Environmental science : water research & technology · 2026
    Article
  11. Article
  12. Review
  13. Article
  14. Article
  15. Article
  16. Review
  17. Review
  18. Article
  19. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

17 authors at 6 institutions in 3 countries.

Sangeet AdhikariSchool of Sustainable Engineering and the Built Environment, Arizona State University, Tempe 85281, AZ, USA; Biodesign Center for the Environmental Health Engineering, Biodesign Institute, Arizona State University, Tempe 85281, AZ, USA.
Rahul KumarBiodesign Center for the Environmental Health Engineering, Biodesign Institute, Arizona State University, Tempe 85281, AZ, USA.
Erin M DriverBiodesign Center for the Environmental Health Engineering, Biodesign Institute, Arizona State University, Tempe 85281, AZ, USA.
Devin A BowesBiodesign Center for the Environmental Health Engineering, Biodesign Institute, Arizona State University, Tempe 85281, AZ, USA.
Keng Tiong NgEnvironmental Research Group, School of Public Health, Faculty of Medicine, Imperial College London, London, United Kingdom.
Juan Eduardo Sosa-HernandezTecnologico de Monterrey, School of Engineering and Sciences, Monterrey 64849, Mexico; Tecnologico de Monterrey, Institute of Advanced Materials for Sustainable Manufacturing, Monterrey 64849, Mexico.
Mariel Araceli Oyervides-MuñozTecnologico de Monterrey, School of Engineering and Sciences, Monterrey 64849, Mexico; Tecnologico de Monterrey, Institute of Advanced Materials for Sustainable Manufacturing, Monterrey 64849, Mexico; MARTEC, Tecnológico de Monterrey, School of Engineering and Sciences, Monterrey 64849, Mexico.
Elda M Melchor-MartínezTecnologico de Monterrey, School of Engineering and Sciences, Monterrey 64849, Mexico; Tecnologico de Monterrey, Institute of Advanced Materials for Sustainable Manufacturing, Monterrey 64849, Mexico; MARTEC, Tecnológico de Monterrey, School of Engineering and Sciences, Monterrey 64849, Mexico.
Manuel Martínez-RuizTecnologico de Monterrey, School of Engineering and Sciences, Monterrey 64849, Mexico; Tecnologico de Monterrey, Institute of Advanced Materials for Sustainable Manufacturing, Monterrey 64849, Mexico; MARTEC, Tecnológico de Monterrey, School of Engineering and Sciences, Monterrey 64849, Mexico.
Karina G Coronado-ApodacaTecnologico de Monterrey, School of Engineering and Sciences, Monterrey 64849, Mexico; Tecnologico de Monterrey, Institute of Advanced Materials for Sustainable Manufacturing, Monterrey 64849, Mexico; MARTEC, Tecnológico de Monterrey, School of Engineering and Sciences, Monterrey 64849, Mexico.
Ted SmithChristina Lee Brown Envirome Institute, School of Medicine, University of Louisville, KY 40202, USA.
Aruni BhatnagarChristina Lee Brown Envirome Institute, School of Medicine, University of Louisville, KY 40202, USA.
Brian J PiperGeisinger Commonwealth School of Medicine, Scranton, PA 18509, USA; Center for Pharmacy Innovation and Outcomes, Forty Fort, PA 18704, USA.
Kenneth L McCallBinghamton University, Johnson City, NY 13790, USA.
Roberto Parra-SaldivarTecnologico de Monterrey, School of Engineering and Sciences, Monterrey 64849, Mexico; Tecnologico de Monterrey, Institute of Advanced Materials for Sustainable Manufacturing, Monterrey 64849, Mexico; MARTEC, Tecnológico de Monterrey, School of Engineering and Sciences, Monterrey 64849, Mexico.
Leon P BarronEnvironmental Research Group, School of Public Health, Faculty of Medicine, Imperial College London, London, United Kingdom.
Rolf U HaldenSchool of Sustainable Engineering and the Built Environment, Arizona State University, Tempe 85281, AZ, USA; Biodesign Center for the Environmental Health Engineering, Biodesign Institute, Arizona State University, Tempe 85281, AZ, USA; OneWaterOneHealth, Nonprofit Project of the Arizona State University Foundation, Tempe, AZ 85287, USA; Global Futures Laboratory, Arizona State University, 800 S. Cady Mall, Tempe, AZ 85281, USA. Electronic address: rolf.halden@asu.edu.
Tecnológico de Monterrey · MXArizona State University · USImperial College London · GBUniversity of Louisville · USBinghamton University · USCommonwealth Medical College · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Z-drugs, benzodiazepines and ketamine are classes of psychotropic drugs prescribed for treating anxiety, sleep disorders and depression with known side effects including an elevated risk of addiction and substance misuse. These drugs have a strong potential for misuse, which has escalated over the years and was hypothesized here to have been exacerbated during the COVID-19 pandemic. Wastewater-based epidemiology (WBE) constitutes a fast, easy, and relatively inexpensive approach to epidemiological surveys for understanding the incidence and frequency of uses of these drugs. In this study, we analyzed wastewater (n = 376) from 50 cities across the United States and Mexico from July to October 2020 to estimate drug use rates during a pandemic event. Both time and flow proportional composite and grab samples of untreated municipal wastewater were analyzed using solid-phase extraction followed by liquid chromatography-tandem mass spectrometry to determine loadings of alprazolam, clonazepam, diazepam, ketamine, lorazepam, nordiazepam, temazepam, zolpidem, and zaleplon in raw wastewater. Simultaneously, prescription data of the aforementioned drugs were extracted from the Medicaid database from 2019 to 2021. Results showed high detection frequencies of ketamine (90 %), lorazepam (87 %), clonazepam (76 %) and temazepam (73 %) across both Mexico and United States and comparatively lower detection frequencies for zaleplon (22 %), zolpidem (9 %), nordiazepam (<1 %), diazepam (<1 %), and alprazolam (<1 %) during the pandemic. Average mass consumption rates, estimated using WBE and reported in units of mg/day/1000 persons, ranged between 62 (temazepam) and 1100 (clonazepam) in the United States. Results obtained from the Medicaid database also showed a significant change (p < 0.05) in the prescription volume between the first quarter of 2019 (before the pandemic) and the first quarter of 2021 (pandemic event) for alprazolam, clonazepam and lorazepam. Study results include the first detections of zaleplon and zolpidem in wastewater from North America.

Indexed as

COVID-19KetamineAcetamidesAlprazolamBenzodiazepinesClonazepamDiazepamHumansLorazepamMexicoNordazepamPandemicsPyrimidinesTandem Mass SpectrometryTemazepamUnited StatesAcetamidesAlprazolamBenzodiazepinesClonazepamDiazepamKetamineLorazepamNordazepamPyrimidinesTemazepamWastewaterzaleplonZolpidem

Identifiers

PMID36243065
PMCPMC9595400
OpenAlexW4304689974

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.