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Association of Mental Health Disorders With Prescription Opioids and High-Risk Opioid Use in US Veterans of Iraq and Afghanistan
Abstract
CONTEXT: Record numbers of Iraq and Afghanistan veterans survive their war injuries and yet continue to experience pain and mental health problems, particularly posttraumatic stress disorder (PTSD). Little is known about the association of mental health disorders and prescription opioid use. OBJECTIVE: To investigate the effect of mental health disorders, particularly PTSD, on risks and adverse clinical outcomes associated with prescription opioid use. DESIGN: Retrospective cohort study involving 141,029 Iraq and Afghanistan veterans who received at least 1 non-cancer-related pain diagnosis within 1 year of entering the Department of Veterans Affairs (VA) health care system from October 1, 2005, through December 31, 2010. MAIN OUTCOME MEASURES: Independent association of mental health disorders and the prescription of opioids, higher risk opioid use, and adverse clinical outcomes (eg, accidents and overdose) within 1 year of receiving a pain-related diagnosis. RESULTS: A total of 15,676 veterans were prescribed opioids within 1 year of their initial pain diagnosis. Compared with 6.5% of veterans without mental health disorders, 17.8% (adjusted relative risk [RR], 2.58; 95% CI, 2.49-2.67) of veterans with PTSD and 11.7% (adjusted RR, 1.74; 95% CI, 1.67-1.82) with other mental health diagnoses but without PTSD were significantly more likely to receive opioids for pain diagnoses. Of those who were prescribed pain medication, veterans with PTSD were more likely than those without mental health disorders to receive higher-dose opioids (22.7% vs 15.9%, adjusted RR, 1.42; 95% CI, 1.31-1.54), receive 2 or more opioids concurrently (19.8% vs 10.7%, adjusted RR, 1.87; 95% CI, 1.70-2.06), receive sedative hypnotics concurrently (40.7% vs 7.6%, adjusted RR, 5.46; 95% CI, 4.91-6.07), or obtain early opioid refills (33.8% vs 20.4%; adjusted RR, 1.64; 95% CI, 1.53-1.75). Receiving prescription opioids (vs not) was associated with an increased risk of adverse clinical outcomes for all veterans (9.5% vs 4.1%; RR, 2.33; 95% CI, 2.20-2.46), which was most pronounced in veterans with PTSD. CONCLUSION: Among US veterans of Iraq and Afghanistan, mental health diagnoses, especially PTSD, were associated with an increased risk of receiving opioids for pain, high-risk opioid use, and adverse clinical outcomes.
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“Over reliance on the use of prescription opioids as a frontline treatment for chronic pain contributed to a national epidemic including increased rates of opioid addiction, accidental overdose, and even mortality [16–20].”
From Benchmark findings from a veteran electronic patient-reported outcomes evaluation from a chronic pain management telehealth program (2024) · cites this paper as [19]
Citations
Cites
Diagnostic and Statistical Manual of Mental Disorders
Williams, J. B. W., & First, M. B. (2013) · Oxford University Press eBooks · doi:10.1093/acrefore/9780199975839.013.104 · Cited by 109,845
Kessler, R. C., Berglund, P., Demler, O., Jin, R., Merikangas, K. R., & Walters, E. E. (2005) · Archives of General Psychiatry · doi:10.1001/archpsyc.62.6.593 · Cited by 20,391
Combat Duty in Iraq and Afghanistan, Mental Health Problems, and Barriers to Care
Hoge, C. W., Castro, C. A., Messer, S. C., McGurk, D., Cotting, D. I., & Koffman, R. L. (2004) · New England Journal of Medicine · doi:10.1056/nejmoa040603 · Cited by 4,778
Milliken, C. S., Auchterlonie, J. L., & Hoge, C. W. (2007) · JAMA · doi:10.1001/jama.298.18.2141 · Cited by 1,640
Opioid Prescriptions for Chronic Pain and Overdose
Dunn, K. M., Saunders, K. W., Rutter, C. M., Banta‐Green, C. J., Merrill, J. O., Sullivan, M. D., Weisner, C. M., Silverberg, M. J., Campbell, C. I., Psaty, B. M., et al. (2010) · Annals of Internal Medicine · doi:10.7326/0003-4819-152-2-201001190-00006 · Cited by 1,265
Opioids in chronic non-cancer pain: systematic review of efficacy and safety
Kalso, E., Edwards, J. E., Moore, A. R., & McQuay, H. J. (2004) · Pain · doi:10.1016/j.pain.2004.09.019 · Cited by 1,216
Seal (2007) · doi:10.1001/archinte.167.5.476 · Cited by 936
Self-citationOpioids for chronic noncancer pain: A meta-analysis of effectiveness and side effects
Furlan, A. D. (2006) · Canadian Medical Association Journal · doi:10.1503/cmaj.051528 · Cited by 873
Seal, K. H., Metzler, T. J., Gima, K. S., Bertenthal, D., Maguen, S., & Marmar, C. R. (2009) · American Journal of Public Health · doi:10.2105/ajph.2008.150284 · Cited by 859
Self-citationA Flood of Opioids, a Rising Tide of Deaths
Okie, S. (2010) · New England Journal of Medicine · doi:10.1056/nejmp1011512 · Cited by 832
Hoge, C. W., Terhakopian, A., Castro, C. A., Messer, S. C., & Engel, C. C. (2007) · American Journal of Psychiatry · doi:10.1176/ajp.2007.164.1.150 · Cited by 818
Characteristics of Opioid Prescriptions in 2009
Volkow, N. D. (2011) · JAMA · doi:10.1001/jama.2011.401 · Cited by 813
Martell, B. A., O’Connor, P. G., Kerns, R. D., Becker, W. C., Morales, K. H., Kosten, T. R., & Fiellin, D. A. (2007) · Annals of Internal Medicine · doi:10.7326/0003-4819-146-2-200701160-00006 · Cited by 773
De Facto Long-term Opioid Therapy for Noncancer Pain
Korff, M. V., Saunders, K. W., Ray, G. T., Boudreau, D. M., Campbell, C. I., Merrill, J. O., Sullivan, M. D., Rutter, C. M., Silverberg, M. J., Banta‐Green, C. J., et al. (2008) · Clinical Journal of Pain · doi:10.1097/ajp.0b013e318169d03b · Cited by 663
Lew, H. L., Otis, J. D., Tun, C., Kerns, R. D., Clark, M. E., & Cifu, D. X. (2009) · The Journal of Rehabilitation Research and Development · doi:10.1682/jrrd.2009.01.0006 · Cited by 655
Casualties of War — Military Care for the Wounded from Iraq and Afghanistan
Gawande, A. A. (2004) · New England Journal of Medicine · doi:10.1056/nejmp048317 · Cited by 556
Chronic PTSD in Vietnam combat veterans: course of illness and substance abuse.
Bremner, J., Southwick, S., Darnell, A., & Charney, D. (1996) · American Journal of Psychiatry · doi:10.1176/ajp.153.3.369 · Cited by 554
Seal, K. H., Cohen, G. H., Waldrop, A. E., Cohen, B. E., Maguen, S., & Ren, L. (2011) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2010.11.027 · Cited by 510
Self-citationKroenke, K., Bair, M. J., Damush, T. M., Wu, J., Hoke, S., Sutherland, J., & Tu, W. (2009) · JAMA · doi:10.1001/jama.2009.723 · Cited by 447
Association Between Mental Health Disorders, Problem Drug Use, and Regular Prescription Opioid Use
Sullivan, M. D., Edlund, M. J., Zhang, L., Unützer, J., & Wells, K. B. (2006) · Archives of Internal Medicine · doi:10.1001/archinte.166.19.2087 · Cited by 436
An examination of the relationship between chronic pain and post-traumatic stress disorder
Otis, J. D., Keane, T. M., & Kerns, R. D. (2003) · The Journal of Rehabilitation Research and Development · doi:10.1682/jrrd.2003.09.0397 · Cited by 431
Increase in Fatal Poisonings Involving Opioid Analgesics in the United States, 1999-2006
Warner, M., Chen, L. H., & Makuc, D. M. (2009) · PsycEXTRA Dataset · doi:10.1037/e665272010-001 · Cited by 345
Trajectories of PTSD: A 20-Year Longitudinal Study
Solomon, Z., & Mikulincer, M. (2006) · American Journal of Psychiatry · doi:10.1176/appi.ajp.163.4.659 · Cited by 340
Collaborative Care for Chronic Pain in Primary Care: A Cluster Randomized Trial
Dobscha, S. K., Corson, K., Perrin, N. A., Hanson, G. C., Leibowitz, R. Q., Doak, M. N., Dickinson, K. C., Sullivan, M. D., & Gerrity, M. S. (2009) · JAMA · doi:10.1001/jama.2009.377 · Cited by 330
A qualitative study of determinants of PTSD treatment initiation in veterans
Sayer, N. A., Friedemann-Sanchez, G., Spoont, M., Murdoch, M., Parker, L. E., Chiros, C., & Rosenheck, R. (2009) · Psychiatry: Interpersonal and Biological Processes · doi:10.1521/psyc.2009.72.3.238 · Cited by 288
Beckham, J. C., Moore, S. D., Feldman, M. E., Hertzberg, M. A., Kirby, A. C., & Fairbank, J. A. (1998) · American Journal of Psychiatry · doi:10.1176/ajp.155.11.1565 · Cited by 269
Cohen, B. E., Gima, K. S., Bertenthal, D., Kim, S., Marmar, C. R., & Seal, K. H. (2009) · Journal of General Internal Medicine · doi:10.1007/s11606-009-1117-3 · Cited by 240
Self-citationEmergency Department Visits Among Recipients of Chronic Opioid Therapy
Braden, J. B., Russo, J. E., Fan, M.-Y., Edlund, M. J., Martin, B. C., DEVRIES, A. R., & Sullivan, M. D. (2010) · Archives of Internal Medicine · doi:10.1001/archinternmed.2010.273 · Cited by 232
Veterans seeking treatment for posttraumatic stress disorder: What about comorbid chronic pain?
Shipherd, J. C., Keyes, M., Jovanovic, T., Ready, D. J., Baltzell, D., Worley, V., Gordon-Brown, V., Hayslett, C., & Duncan, E. (2007) · The Journal of Rehabilitation Research and Development · doi:10.1682/jrrd.2006.06.0065 · Cited by 230
Pain among Veterans of Operations Enduring Freedom and Iraqi Freedom: Table 1
Gironda, R. J., Clark, M. E., Massengale, J., & Walker, R. L. (2006) · Pain Medicine · doi:10.1111/j.1526-4637.2006.00146.x · Cited by 226
(1990) · PubMed · Cited by 222
Clark, M. E., Bair, M. J., Buckenmaier, C. C., Gironda, R. J., & Walker, R. L. (2007) · The Journal of Rehabilitation Research and Development · doi:10.1682/jrrd.2006.05.0057 · Cited by 204
Self‐Medication of Mental Health Problems: New Evidence from a National Survey
Harris, K. M., & Edlund, M. J. (2005) · Health Services Research · doi:10.1111/j.1475-6773.2005.00345.x · Cited by 181
Otis, J. D., Keane, T. M., Kerns, R. D., Monson, C., & Scioli, E. (2009) · Pain Medicine · doi:10.1111/j.1526-4637.2009.00715.x · Cited by 178
Morasco, B. J., Duckart, J. P., Carr, T. P., Deyo, R. A., & Dobscha, S. K. (2010) · Pain · doi:10.1016/j.pain.2010.08.002 · Cited by 176
Interventions for War-Related Posttraumatic Stress Disorder
Hoge, C. W. (2011) · JAMA · doi:10.1001/jama.2011.1096 · Cited by 153
Becker, W. C., Fiellin, D. A., & Desai, R. A. (2007) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2007.04.009 · Cited by 120
Morasco, B. J., & Dobscha, S. K. (2008) · General Hospital Psychiatry · doi:10.1016/j.genhosppsych.2007.12.004 · Cited by 114
Assessment and Treatment of Pain Associated with Combat-Related Polytrauma
Clark, M. E., Scholten, J. D., Walker, R. L., & Gironda, R. J. (2009) · Pain Medicine · doi:10.1111/j.1526-4637.2009.00589.x · Cited by 112
Pain symptomatology and pain medication use in civilian PTSD
Phifer, J. E., Skelton, K. H., Weiss, T., Schwartz, A. C., Wingo, A. P., Gillespie, C. F., Sands, L. A., Sayyar, S., Bradley, B., Jovanović, T., et al. (2011) · Pain · doi:10.1016/j.pain.2011.04.019 · Cited by 93
Pain Medication Use Among Patients With Posttraumatic Stress Disorder
Schwartz, A. C., Bradley, R. G., Penza, K. M., Sexton, M., Jay, D., Haggard, P. J., Garlow, S. J., & Ressler, K. J. (2006) · Psychosomatics · doi:10.1176/appi.psy.47.2.136 · Cited by 90
Andersen, J. P., Wade, M. J., Possemato, K., & Ouimette, P. C. (2010) · Psychosomatic Medicine · doi:10.1097/psy.0b013e3181d969a1 · Cited by 89
Stecker, T. A., Fortney, J. C., Owen, R. R., McGovern, M. P., & Williams, S. (2010) · Psychosomatics · doi:10.1176/appi.psy.51.6.503 · Cited by 83
Friedman, M. J. (2000) · PubMed · Cited by 78
Mills, K. L., Teesson, M., Ross, J. E., Darke, S. G., & Shanahan, M. (2005) · Psychiatric Services · doi:10.1176/appi.ps.56.8.940 · Cited by 65
Benzodiazepines Predict Use of Opioids—A Follow-Up Study of 17,074 Men and Women
Skurtveit, S. O., Furu, K., Bramness, J. G., Selmer, R. M., & Tverdal, A. (2010) · Pain Medicine · doi:10.1111/j.1526-4637.2010.00870.x · Cited by 59
Who gets high-dose opioid therapy for chronic non-cancer pain?
Sullivan, M. D. (2010) · Pain · doi:10.1016/j.pain.2010.08.036 · Cited by 57
Wu, P. C., Courtney Lang, P., Hasson, N. K., Linder, S. H., & Clark, J. D. (2011) · Journal of Opioid Management · doi:10.5055/jom.2010.0013 · Cited by 40
Fibromyalgia, borderline personality, and opioid prescription
Sansone, R. A., & Hawkins, R. A. (2004) · General Hospital Psychiatry · doi:10.1016/j.genhosppsych.2004.07.003 · Cited by 8
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Davis, M. A., Lin, L. A., Liu, H., & Sites, B. D. (2017) · The Journal of the American Board of Family Medicine · doi:10.3122/jabfm.2017.04.170112 · Cited by 270
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Bateman, B. T., Franklin, J. M., Bykov, K., Avorn, J., Shrank, W. H., Brennan, T. A., Landon, J. E., Rathmell, J. P., Huybrechts, K. F., Fischer, M. A., et al. (2016) · American Journal of Obstetrics and Gynecology · doi:10.1016/j.ajog.2016.03.016 · Cited by 287
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Metadata
- Authors
- Seal, K. H., Shi, Y., Cohen, G., Cohen, B. E., Maguen, S., Krebs, E. E., & Neylan, T. C.
- Affiliations
- San Francisco VA Medical Center (US)
- University of California, San Francisco (US)
- Indiana University (US)
- Corresponding author
- Seal, Karen H.
- ORCID
- Venue
- JAMA
- Publisher
- American Medical Association (AMA)
- Published
- 2012-03-07
- Volume
- 307
- Issue
- 9
- Pages
- 940-7
- ISSN
- 0002-9955 (ISSN-L)
- 0098-7484
- OpenAlex
- W1972850166
- Cited by
- 515
- References
- 49
- Citations by year
- 2026: 7 · 2025: 17 · 2024: 19 · 2023: 33 · 2022: 31 · 2021: 36 · 2020: 42 · 2019: 52 · 2018: 59 · 2017: 47 · 2016: 44 · 2015: 37 · 2014: 34 · 2013: 38 · 2012: 16
- FWCI
- 38.64
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- JAMA (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Heart, Lung, and Blood Institute (K23HL094765)
- Topics
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Opioid Use Disorder Treatment
- Health Sciences › Medicine › Anesthesiology and Pain Medicine › Pain Management and Opioid Use
- Health Sciences › Medicine › Epidemiology › Substance Abuse Treatment and Outcomes
- Keywords
- opioid use, post-traumatic stress disorder, mental illness, Iraq and Afghanistan veterans, opioid overdose, opioid refills, sedative-hypnotic drugs, adverse clinical outcomes, veterans' health care, pain management, opioid prescribing practices, opioid-related deaths, opioid-related hospitalizations, opioid-related emergency department visits
- MeSH terms
- Adult, Analgesics, Opioid, Mental Disorders, Female, Humans, Male, Opioid-Related Disorders, Pain, Retrospective Studies, Risk, Stress Disorders, Post-Traumatic, United States, Veterans, Cohort Studies, Iraq War, 2003-2011, Prescription Drugs, Afghan Campaign 2001-, Drug Overdose
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