Non-medical use of prescription opioids is associated with heroin initiation among US veterans: a prospective cohort study
- PMID: 27552496
- PMCID: PMC5056813
- DOI: 10.1111/add.13491
Non-medical use of prescription opioids is associated with heroin initiation among US veterans: a prospective cohort study
Abstract
Aims: To estimate the influence of non-medical use of prescription opioids (NMUPO) on heroin initiation among US veterans receiving medical care.
Design: Using a multivariable Cox regression model, we analyzed data from a prospective, multi-site, observational study of HIV-infected and an age/race/site-matched control group of HIV-uninfected veterans in care in the United States. Approximately annual behavioral assessments were conducted and contained self-reported measures of NMUPO and heroin use.
Setting: Veterans Health Administration (VHA) infectious disease and primary care clinics in Atlanta, Baltimore, New York, Houston, Los Angeles, Pittsburgh and Washington, DC.
Participants: A total of 3396 HIV-infected and uninfected patients enrolled into the Veterans Aging Cohort Study who reported no life-time NMUPO or heroin use, had no opioid use disorder diagnoses at baseline and who were followed between 2002 and 2012.
Measurements: The primary outcome measure was self-reported incident heroin use and the primary exposure of interest was new-onset NMUPO. Our final model was adjusted for socio-demographics, pain interference, prior diagnoses of post-traumatic stress disorder and/or depression and self-reported other substance use.
Findings: Using a multivariable Cox regression model, we found that non-medical use of prescription opioids NMUPO was associated positively and independently with heroin initiation [adjusted hazard ratio (AHR) = 5.43, 95% confidence interval (CI) = 4.01, 7.35].
Conclusions: New-onset non-medical use of prescription opioids (NMUPO) is a strong risk factor for heroin initiation among HIV-infected and uninfected veterans in the United States who reported no previous history of NMUPO or illicit opioid use.
Keywords: Heroin; longitudinal study; non-medical prescription drug use; opioid-related disorders; polysubstance use; veterans.
© 2016 Society for the Study of Addiction.
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Comment in
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Non-medical use of prescription opioids is associated with heroin initiation among US veterans.Addiction. 2017 Apr;112(4):727-728. doi: 10.1111/add.13639. Epub 2017 Jan 25. Addiction. 2017. PMID: 28120357 No abstract available.
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Reply to Ruan et al. (2017): Non-medical use of prescription opioids is associated with heroin initiation among US veterans.Addiction. 2017 Apr;112(4):728-729. doi: 10.1111/add.13710. Epub 2017 Jan 25. Addiction. 2017. PMID: 28120531 No abstract available.
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Potential impact of exposure definition when examining non-medical use of prescription opioids among US veterans.Addiction. 2017 Aug;112(8):1509-1510. doi: 10.1111/add.13858. Epub 2017 Jun 12. Addiction. 2017. PMID: 28608368 No abstract available.
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Reply to Osborne & Serdarevic (2017): Potential impact of exposure definition when examining non-medical use of prescription opioids among US veterans.Addiction. 2017 Aug;112(8):1510-1511. doi: 10.1111/add.13864. Epub 2017 Jun 12. Addiction. 2017. PMID: 28608455 No abstract available.
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References
-
- Volkow ND. Testimony before House Committee on Energy and Commerce, Subcommittee on Oversight and Investigations: National Institute on Drug Abuse. 2015. What science tells us about opioid abuse and addiction.
-
- Hedegaard H, Chen L-H, Warner M. Drug-poisoning deaths involving heroin: United States, 2000–2013. Hyattsville, MD: 2015. - PubMed
-
- Manchikanti L, Fellow B, Ailinani H, Pampati V. Therapeutic use, abuse, and nonmedical use of opioids: a ten-year perspective. Pain Physician. 2010;13:401–35. - PubMed
-
- Fischer B, Keates A, Buhringer G, Reimer J, Rehm J. Non-medical use of prescription opioids and prescription opioid-related harms: why so markedly higher in North America compared to the rest of the world? Addiction. 2014;109(2):177–81. - PubMed
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