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Garrison-Desany HM, Meyers JL, Linnstaedt SD, House SL, Beaudoin FL, An X, Zeng D, Neylan TC, Clifford GD, Jovanovic T, Germine LT, Bollen KA, Rauch SL, Haran JP, Storrow AB, Lewandowski C, Musey PI, Hendry PL, Sheikh S, Jones CW, Punches BE, Swor RA, Gentile NT, Hudak LA, Pascual JL, Seamon MJ, Harris E, Pearson C, Peak DA, Domeier RM, Rathlev NK, O’Neil BJ, Sergot P, Sanchez LD, Bruce SE, Joormann J, Harte SE, McLean SA, Koenen KC, Denckla CA. Post-traumatic stress and future substance use outcomes: leveraging antecedent factors to stratify risk. Front Psychiatry 2024; 15:1249382. [PMID: 38525258 PMCID: PMC10957776 DOI: 10.3389/fpsyt.2024.1249382] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Accepted: 01/10/2024] [Indexed: 03/26/2024] Open
Abstract
Background Post-traumatic stress disorder (PTSD) and substance use (tobacco, alcohol, and cannabis) are highly comorbid. Many factors affect this relationship, including sociodemographic and psychosocial characteristics, other prior traumas, and physical health. However, few prior studies have investigated this prospectively, examining new substance use and the extent to which a wide range of factors may modify the relationship to PTSD. Methods The Advancing Understanding of RecOvery afteR traumA (AURORA) study is a prospective cohort of adults presenting at emergency departments (N = 2,943). Participants self-reported PTSD symptoms and the frequency and quantity of tobacco, alcohol, and cannabis use at six total timepoints. We assessed the associations of PTSD and future substance use, lagged by one timepoint, using the Poisson generalized estimating equations. We also stratified by incident and prevalent substance use and generated causal forests to identify the most important effect modifiers of this relationship out of 128 potential variables. Results At baseline, 37.3% (N = 1,099) of participants reported likely PTSD. PTSD was associated with tobacco frequency (incidence rate ratio (IRR): 1.003, 95% CI: 1.00, 1.01, p = 0.02) and quantity (IRR: 1.01, 95% CI: 1.001, 1.01, p = 0.01), and alcohol frequency (IRR: 1.002, 95% CI: 1.00, 1.004, p = 0.03) and quantity (IRR: 1.003, 95% CI: 1.001, 1.01, p = 0.001), but not with cannabis use. There were slight differences in incident compared to prevalent tobacco frequency and quantity of use; prevalent tobacco frequency and quantity were associated with PTSD symptoms, while incident tobacco frequency and quantity were not. Using causal forests, lifetime worst use of cigarettes, overall self-rated physical health, and prior childhood trauma were major moderators of the relationship between PTSD symptoms and the three substances investigated. Conclusion PTSD symptoms were highly associated with tobacco and alcohol use, while the association with prospective cannabis use is not clear. Findings suggest that understanding the different risk stratification that occurs can aid in tailoring interventions to populations at greatest risk to best mitigate the comorbidity between PTSD symptoms and future substance use outcomes. We demonstrate that this is particularly salient for tobacco use and, to some extent, alcohol use, while cannabis is less likely to be impacted by PTSD symptoms across the strata.
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Affiliation(s)
- Henri M. Garrison-Desany
- Department of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health, Boston, MA, United States
| | - Jacquelyn L. Meyers
- Department of Psychiatry and Behavioral Sciences, State University of New York Downstate Medical Center, New York City, NY, United States
| | - Sarah D. Linnstaedt
- Department of Anesthesiology, Institute for Trauma Recovery, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Stacey L. House
- Department of Emergency Medicine, Washington University School of Medicine, St. Louis, MO, United States
| | - Francesca L. Beaudoin
- Department of Epidemiology, Brown University, Providence, RI, United States
- Department of Emergency Medicine, Brown University, Providence, RI, United States
| | - Xinming An
- Department of Anesthesiology, Institute for Trauma Recovery, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Donglin Zeng
- Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, United States
| | - Thomas C. Neylan
- Departments of Psychiatry and Neurology, University of California San Francisco, San Francisco, CA, United States
| | - Gari D. Clifford
- Department of Biomedical Informatics, Emory University School of Medicine, Atlanta, GA, United States
- Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, United States
| | - Tanja Jovanovic
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit, MI, United States
| | - Laura T. Germine
- Institute for Technology in Psychiatry, McLean Hospital, Belmont, MA, United States
- The Many Brains Project, Belmont, MA, United States
- Department of Psychiatry, Harvard Medical School, Boston, MA, United States
| | - Kenneth A. Bollen
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
- Department of Sociology, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Scott L. Rauch
- Institute for Technology in Psychiatry, McLean Hospital, Belmont, MA, United States
- Department of Psychiatry, Harvard Medical School, Boston, MA, United States
- Department of Psychiatry, McLean Hospital, Belmont, MA, United States
| | - John P. Haran
- Department of Emergency Medicine, University of Massachusetts Chan Medical School, Worcester, MA, United States
| | - Alan B. Storrow
- Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, TN, United States
| | | | - Paul I. Musey
- Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Phyllis L. Hendry
- Department of Emergency Medicine, University of Florida College of Medicine -Jacksonville, Jacksonville, FL, United States
| | - Sophia Sheikh
- Department of Emergency Medicine, University of Florida College of Medicine -Jacksonville, Jacksonville, FL, United States
| | - Christopher W. Jones
- Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, NJ, United States
| | - Brittany E. Punches
- Department of Emergency Medicine, Ohio State University College of Medicine, Columbus, OH, United States
| | - Robert A. Swor
- Department of Emergency Medicine, Oakland University William Beaumont School of Medicine, Rochester, MI, United States
| | - Nina T. Gentile
- Department of Emergency Medicine, Lewis Katz School of Medicine, Temple University, Philadelphia, PA, United States
| | - Lauren A. Hudak
- Department of Emergency Medicine, Emory University School of Medicine, Atlanta, GA, United States
| | - Jose L. Pascual
- Department of Surgery, University of Pennsylvania, Philadelphia, PA, United States
- Department of Neurosurgery, University of Pennsylvania, Philadelphia, PA, United States
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
| | - Mark J. Seamon
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
- Department of Surgery, Division of Traumatology, Surgical Critical Care and Emergency Surgery, University of Pennsylvania, Philadelphia, PA, United States
| | - Erica Harris
- Department of Emergency Medicine, Einstein Medical Center, Philadelphia, PA, United States
| | - Claire Pearson
- Department of Emergency Medicine, Wayne State University, Ascension St. John Hospital, Detroit, MI, United States
| | - David A. Peak
- Department of Emergency Medicine, Massachusetts General Hospital, Boston, MA, United States
| | - Robert M. Domeier
- Department of Emergency Medicine, Trinity Health-Ann Arbor, Ypsilanti, MI, United States
| | - Niels K. Rathlev
- Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield, MA, United States
| | - Brian J. O’Neil
- Department of Emergency Medicine, Wayne State University, Detroit Receiving Hospital, Detroit, MI, United States
| | - Paulina Sergot
- Department of Emergency Medicine, McGovern Medical School at The University of Texas Health Science Center, Houston, TX, United States
| | - Leon D. Sanchez
- Department of Emergency Medicine, Massachusetts General Hospital, Boston, MA, United States
- Department of Emergency Medicine, Harvard Medical School, Boston, MA, United States
| | - Steven E. Bruce
- Department of Psychological Sciences, University of Missouri - St. Louis, St. Louis, MO, United States
| | - Jutta Joormann
- Department of Psychology, Yale University, New Haven, CT, United States
| | - Steven E. Harte
- Department of Anesthesiology, University of Michigan Medical School, Ann Arbor, MI, United States
- Department of Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor, MI, United States
| | - Samuel A. McLean
- Department of Emergency Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
- Department of Psychiatry, Institute for Trauma Recovery, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Karestan C. Koenen
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, United States
| | - Christy A. Denckla
- Department of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health, Boston, MA, United States
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Jensen CL, Rodriguez KE, MacLean EL, Abdul Wahab AH, Sabbaghi A, O’Haire ME. Characterizing veteran and PTSD service dog teams: Exploring potential mechanisms of symptom change and canine predictors of efficacy. PLoS One 2022; 17:e0269186. [PMID: 35895599 PMCID: PMC9328544 DOI: 10.1371/journal.pone.0269186] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2021] [Accepted: 05/16/2022] [Indexed: 11/29/2022] Open
Abstract
Psychiatric service dogs are an emerging complementary intervention for posttraumatic stress disorder (PTSD). Initial evidence suggests that partnership with a service dog may be related to less PTSD symptom severity. However, it remains unclear how or why this might occur. To address this gap, we conducted a longitudinal investigation of 82 post-9/11 military members or veterans and their PTSD service dogs to (1) evaluate service dog characteristics as potential predictors of efficacy, (2) assess dog and human characteristics as potential predictors of veteran-dog bond, and (3) explore potential mechanisms for mental health outcomes. Aim 1 results demonstrated that most service dog characteristics did not predict veterans' mental health outcomes, but lower service dog excitability was associated with less PTSD symptom severity at follow-up. Aim 2 results showed that closer dog-veteran relationships were associated with less excitable dog temperament. Aim 3 results indicated that worse mental health at follow-up was associated with greater use of the specifically trained PTSD service dog task to initiate a social greeting ("make a friend"), whereas better mental health was related to less use of dominance-based training methods, lower perceived emotional/logistical costs of service dog partnership, and closer veteran-dog relationships. More frequent use of the trained service dog task to signal when someone approaches from behind (cover/watch back) was associated with greater anxiety, but less PTSD symptom severity. Overall, veterans spent an average of 82% of their time with service dogs (assessed via Bluetooth proximity between dog collar and veteran smartphone), and most frequently asked their service dogs to perform the trained task for calming their anxiety (calm/comfort anxiety). The present study provides subjective and objective metrics of the heterogeneity among veteran-service dog dyads while also suggesting which of the assessed metrics might be potential mechanisms involved in the intervention.
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Affiliation(s)
- Clare L. Jensen
- Center for the Human-Animal Bond, College of Veterinary Medicine, Purdue University, West Lafayette, Indiana, United States of America
| | - Kerri E. Rodriguez
- Center for the Human-Animal Bond, College of Veterinary Medicine, Purdue University, West Lafayette, Indiana, United States of America
- Human-Animal Bond in Colorado, School of Social Work, Colorado State University, Fort Collins, Colorado, United States of America
| | - Evan L. MacLean
- Arizona Canine Cognition Center, School of Anthropology, University of Arizona, Tucson, Arizona, United States of America
| | - Ahmad Hakeem Abdul Wahab
- Janssen Pharmaceuticals, Titusville, New Jersey, United States of America
- Department of Statistics, Purdue University, West Lafayette, Indiana, United States of America
| | - Arman Sabbaghi
- Department of Statistics, Purdue University, West Lafayette, Indiana, United States of America
| | - Marguerite E. O’Haire
- Center for the Human-Animal Bond, College of Veterinary Medicine, Purdue University, West Lafayette, Indiana, United States of America
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