Evidence map›Paper›PMID 41882623›Full record

ArticleBMC public health2026

Enhancing identification of suspected unregulated drug toxicity deaths in administrative health records: a case study among people with HIV in British Columbia, Canada.

Ly Nguyen, Paul Sereda, Michelle Lu, Katherine W Kooij, Megan E Marziali, Kate A Salters, Lu Wang, Julio S G Montaner, Junine Toy, Scott D Emerson

Abstract read
In one paragraph

Article in BMC public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

10 authors.

Ly NguyenBritish Columbia Centre for Excellence in HIV/AIDS, 608-1081 Burrard Street, Vancouver, BC, V6Z 1Y6, Canada.
Paul SeredaBritish Columbia Centre for Excellence in HIV/AIDS, 608-1081 Burrard Street, Vancouver, BC, V6Z 1Y6, Canada.
Michelle LuBritish Columbia Centre for Excellence in HIV/AIDS, 608-1081 Burrard Street, Vancouver, BC, V6Z 1Y6, Canada.
Katherine W KooijBritish Columbia Centre for Excellence in HIV/AIDS, 608-1081 Burrard Street, Vancouver, BC, V6Z 1Y6, Canada.
Megan E MarzialiDepartment of Epidemiology, Mailman School of Public Health, Columbia University, 722 West 168Th Street, New York, NY, 10032, US.
Kate A SaltersBritish Columbia Centre for Excellence in HIV/AIDS, 608-1081 Burrard Street, Vancouver, BC, V6Z 1Y6, Canada.
Lu WangBritish Columbia Centre for Excellence in HIV/AIDS, 608-1081 Burrard Street, Vancouver, BC, V6Z 1Y6, Canada.
Julio S G MontanerBritish Columbia Centre for Excellence in HIV/AIDS, 608-1081 Burrard Street, Vancouver, BC, V6Z 1Y6, Canada.
Junine ToyBritish Columbia Centre for Excellence in HIV/AIDS, 608-1081 Burrard Street, Vancouver, BC, V6Z 1Y6, Canada.
Scott D EmersonBritish Columbia Centre for Excellence in HIV/AIDS, 608-1081 Burrard Street, Vancouver, BC, V6Z 1Y6, Canada. semerson@bccfe.ca.

Funding

Dissecting the role of loneliness on substance use- and HIV-related outcomes among sexual minority men in the United States and CanadaR36DA061635 · NIDA · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI MARZIALI, MEGAN ELYSSA · 2024 to 2025
$103k
NIDA NIH HHS R36 DA061635
6 · The paper itself

Abstract

backgroundAccurate and timely cause of death information is important for public health monitoring. In recent years, deaths with an unknown/ill-defined underlying cause have increased markedly in Canada, particularly in British Columbia (BC), among people living with HIV (PWH) in concert with the 2016 unregulated drug toxicity crisis. Using a case study of PWH in BC, who are disproportionately affected, we examined all deaths occurring between 2015 – 2020 and adapted a published method to classify unknown-cause deaths as likely drug-related.

methodsFrom the STOP HIV/AIDS cohort (a linkage of administrative healthcare and clinical data for PWH in BC), we categorized all deaths in the cohort between 2015 – 2020 into three cause of death groupings: unknown-cause (ICD-10 coded “R99”), drug- related (X41-X42; X44; Y11-Y12; Y14), and non-drug related causes (all other deaths). We described and compared decedents’ demographics, residence and clinical characteristics including lifetime drug use history and drug-related healthcare contact occurring 12 and 24 months preceding death. We estimated the percentage of unknown-cause deaths that met the following criteria for likely drug-related death classification: a) aged 20–64 at death, b) a “pending”, “accident”, or “undetermined” manner of death; and c) a history of unregulated drug use (drug-related healthcare contact or clinical data).

resultsOf 849 deaths among PWH in BC between 2015 – 2020, 79 were unknown-cause (9%), 155 drug-related (18%), and 615 non-drug-related (72%). The unknown-cause deaths closely resembled confirmed drug-related deaths regarding several sociodemographic characteristics (sex, age, residence, location of death) and drug-related healthcare contact in the 12 months preceding death (75% of unknown-cause and 72% of drug-related deaths, respectively). Applying the classification criteria, 86% of unknown-cause deaths were classified as likely drug-related, increasing the estimated number of drug-related deaths from 155 to 223 (by 44%).

conclusionsOur findings indicate many deaths of unknown cause among PWH in BC between 2015 – 2020 were likely drug-related, suggesting an underestimation of the true burden of the unregulated drug toxicity crisis in this population based on standard mortality records. This approach may be further examined in non-PWH cohorts and validated using updated mortality data.

Indexed as

Drug OverdoseDrug-Related Side Effects and Adverse ReactionsHIV InfectionsAdultBritish ColumbiaCause of DeathCohort StudiesFemaleHumansMaleMiddle AgedYoung AdultAdministrative dataCanadaCause of deathDrug toxicityHIVMortalityOverdose

Identifiers

PMID41882623
PMCPMC13141403

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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.