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Yang J, Jung M, Picco L, Grist E, Lloyd-Jones M, Giummarra M, Nielsen S. Pain in people seeking and receiving opioid agonist treatment: A systematic review and meta-analysis of prevalence and correlates. Addiction 2024. [PMID: 38886901 DOI: 10.1111/add.16574] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Accepted: 04/22/2024] [Indexed: 06/20/2024]
Abstract
BACKGROUND AND AIMS People with opioid use disorder (OUD) commonly experience pain including chronic pain. Despite the high prevalence, few studies have systematically examined the prevalence and correlates of pain among people seeking or receiving opioid agonist treatment (OAT) for OUD. This review aimed to determine the prevalence of pain in this population globally, and estimate the association between chronic pain and other demographic and clinical characteristics. METHODS Electronic searches were conducted in three databases (Medline, Embase and PsycINFO) from the inception until October 2022. Eligible studies reported prevalence rates of current and/or chronic pain. Meta-analyses examining the main prevalence estimates were conducted by Stata SE 18.0, and comorbid clinical conditions were analysed by Review Manager 5.4. RESULTS Fifty-six studies (n participants = 35 267) from sixty-seven publications were included. Prevalence estimates of current and chronic pain were reported in 27 (48.2%) and 40 studies (71.4%), respectively. Most studies were conducted in North America (71.4%, n = 40) and used cross-sectional designs (64.3%, n = 36). Meta-analyses revealed a pooled prevalence of 60.0% (95% confidence interval [CI]: 52.0-68.0) for current pain and 44.0% [95% CI: 40.0-49.0] for chronic pain. Chronic pain was positively associated with older age (mean deviation of mean age: 2.39 years, 95% CI: 1.40-3.37; I2 = 43%), unemployment (odds ratio [OR] = 0.57, 95% CI: 0.42-0.76; I2 = 78%), more severe mental health symptoms (e.g. more severe depression (standardised mean difference [SMD] of mean scores: 0.45, 95% CI: 0.20-0.70; I2 = 48%) and anxiety symptoms (SMD: 0.52, 95% CI: 0.17-0.88; I2 = 67%), and hepatitis C (OR = 1.41, 95% CI: 1.03-1.94; I2 = 0%). No association was observed between chronic pain and the onset and type of OAT, geographic location, study design, survey year, participant age or use of specific pain assessment tools. CONCLUSIONS There appears to be a high prevalence of pain among people seeking or receiving opioid agonist treatment for opioid use disorder compared with the general population, with positive associations for older age, unemployment, hepatitis C and the severity of some mental health symptoms.
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Affiliation(s)
- Jie Yang
- Monash Addiction Research Centre, Eastern Health Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Victoria, Australia
| | - Monica Jung
- Monash Addiction Research Centre, Eastern Health Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Victoria, Australia
| | - Louisa Picco
- Monash Addiction Research Centre, Eastern Health Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Victoria, Australia
| | - Elizabeth Grist
- Monash Addiction Research Centre, Eastern Health Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Victoria, Australia
| | | | - Melita Giummarra
- Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Victoria, Australia
| | - Suzanne Nielsen
- Monash Addiction Research Centre, Eastern Health Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Victoria, Australia
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Rossi R, Cutter CJ, Beitel M, Covelli M, Fiellin DA, Kerns RD, Vassilieva S, Olabisi D, Barry DT. Stepped Care for Patients to Optimize Whole Recovery (SC-POWR): An Effectiveness Trial Evaluating a Stepped Care Model for Individuals With Opioid Use Disorder and Chronic Pain. SUBSTANCE USE & ADDICTION JOURNAL 2024:29767342241245095. [PMID: 38606900 DOI: 10.1177/29767342241245095] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/13/2024]
Abstract
Many patients who receive treatment for opioid use disorder (OUD) report experiencing chronic pain (CP), which is associated with high levels of ongoing nonmedical opioid use and low retention in OUD treatment. In pilot studies of patients with OUD receiving buprenorphine or methadone who had CP, cognitive behavioral therapy (CBT) attenuated nonmedical opioid use compared with treatment-as-usual (TAU), but patients in both treatment arms exhibited similar pain improvements. Adding exercise and stress reduction to this model may augment pain-related outcomes. With funding from National Institutes of Health, we plan to conduct a randomized clinical trial of 316 patients with OUD and CP to test the effectiveness of TAU compared with Stepped Care for Patients to Optimize Whole Recovery (SC-POWR) to reduce nonmedical opioid use and pain (primary outcomes) (Aim 1) and decrease pain intensity and interference, alcohol use, anxiety, depression and stress, and improve sleep (secondary outcomes) (Aim 2). Eligible participants will be randomized to receive TAU (buprenorphine or methadone and at least once a month individual or group counseling) or SC-POWR (ie, TAU and up to 12 CBT sessions) for 24 weeks. Based on prespecified nonresponse criteria, SC-POWR may be stepped up at week 6 to receive onsite weekly group sessions of exercise (Wii Fit, Tai Chi) and "stepped up" again at week 15 to receive weekly group sessions of stress reduction (relaxation training, auricular acupuncture). They will be followed for another 24 weeks to evaluate durability of treatment response for illicit opioid use, alcohol use, pain, anxiety, depression, stress, sleep, and retention in medications for OUD (Aim 3).
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Affiliation(s)
- Raiza Rossi
- Internal Medicine, Yale School of Medicine, New Haven, CT, USA
| | - Christopher J Cutter
- Yale Child Study Center, New Haven, CT, USA
- Yale Program in Addiction Medicine, Yale School of Medicine, New Haven, CT, USA
| | | | | | - David A Fiellin
- Internal Medicine, Yale School of Medicine, New Haven, CT, USA
- Yale Program in Addiction Medicine, Yale School of Medicine, New Haven, CT, USA
- Department of Emergency Medicine, Yale School of Medicine, New Haven, CT, USA
- Department of Health Policy and Management, Yale School of Public Health, New Haven, CT, USA
| | - Robert D Kerns
- Yale Program in Addiction Medicine, Yale School of Medicine, New Haven, CT, USA
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
| | - Svetlana Vassilieva
- Internal Medicine, Yale School of Medicine, New Haven, CT, USA
- Yale Program in Addiction Medicine, Yale School of Medicine, New Haven, CT, USA
| | | | - Declan T Barry
- Yale Child Study Center, New Haven, CT, USA
- Yale Program in Addiction Medicine, Yale School of Medicine, New Haven, CT, USA
- APT Foundation, New Haven, CT, USA
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
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Nunes JC, Costa GPA, Weleff J, Rogan M, Compton P, De Aquino JP. Assessing pain in persons with opioid use disorder: Approaches, techniques and special considerations. Br J Clin Pharmacol 2024. [PMID: 38556851 DOI: 10.1111/bcp.16055] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2023] [Revised: 01/30/2024] [Accepted: 02/29/2024] [Indexed: 04/02/2024] Open
Abstract
Pain and opioid use disorder (OUD) are inextricably linked, as the former can be a risk factor for the development of the latter, and over a third of persons with OUD suffer concomitant chronic pain. Assessing pain among people with OUD is challenging, because ongoing opioid use brings changes in pain responses and most pain assessment tools have not been validated for this population. In this narrative review, we discuss the fundamentals of pain assessment for populations with OUD. First, we describe the biological, psychological and social aspects of the pain experience among people with OUD, as well as how opioid-related phenomena may contribute to the pain experience in this population. We then review methods to assess pain, including (1) traditional self-reported methods, such visual analogue scales and structured questionnaires; (2) behavioural observations and physiological indicators; (3) and laboratory-based approaches, such as quantitative sensory testing. These methods are considered from a perspective that encompasses both pain and OUD. Finally, we discuss strategies for improving pain assessment in persons with OUD and implications for future research, including educational strategies for multidisciplinary teams. We highlight the substantial gaps that persist in this literature, particularly regarding the applicability of current pain assessment methods to persons with OUD, as well as the generalizability of the existing results from adjacent populations on chronic opioid therapy but without OUD. As research linking pain and OUD evolves, considering the needs of diverse populations with complex psychosocial backgrounds, clinicians will be better equipped to reduce these gaps.
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Affiliation(s)
- Julio C Nunes
- Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Gabriel P A Costa
- Faculty of Medicine, University of Ribeirão Preto, Ribeirão Preto, SP, Brazil
| | - Jeremy Weleff
- Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Michael Rogan
- Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Peggy Compton
- Department of Family and Community Health, School of Nursing, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Joao P De Aquino
- Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut, USA
- VA Connecticut Healthcare System, West Haven, Connecticut, USA
- Clinical Neuroscience Research Unit, Connecticut Mental Health Center, New Haven, Connecticut, USA
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Nwanaji-Enwerem U, Beitel M, Oberleitner DE, Gaeta Gazzola M, Eggert KF, Oberleitner LMS, Jegede O, Zheng X, Redeker NS, Madden LM, Barry DT. Correlates of Perceived Discrimination Related to Substance Use Disorders Among Patients in Methadone Maintenance Treatment. J Psychoactive Drugs 2023:1-11. [PMID: 37399330 PMCID: PMC10761588 DOI: 10.1080/02791072.2023.2230571] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2022] [Revised: 05/01/2023] [Accepted: 05/08/2023] [Indexed: 07/05/2023]
Abstract
This study sought to examine demographic, treatment-related, and diagnosis-related correlates of substance use disorder (SUD)-related perceived discrimination among patients receiving methadone maintenance treatment (MMT). Participants were 164 patients at nonprofit, low-barrier-to-treatment-access MMT programs. Participants completed measures of demographics, diagnosis-related characteristics (Brief Symptom Inventory (BSI-18) and Depressive Experiences Questionnaire (DEQ)), and treatment-related characteristics. Perceived discrimination was measured on a seven-point Likert-type scale ranging from 1 ("Not at all") to 7 ("Extremely") in response to the item: "I often feel discriminated against because of my substance abuse." Given the variable's distribution, a median split was used to categorize participants into "high" and "low" discrimination groups. Correlates of high and low discrimination were analyzed with bivariate and logistic regression models. Ninety-four participants (57%) reported high SUD-related perceived discrimination. Bivariate analyses identified six statistically significant correlates of SUD-related perceived discrimination (P < .05): age, race, age of onset of opioid use disorder, BSI-18 Depression, DEQ Dependency, and DEQ Self-Criticism. In the final logistic regression model, those with high (versus low) SUD-related perceived discrimination were more likely to report depressive symptoms and be self-critical. Patients in MMT with high compared to low SUD-related perceived discrimination may be more likely to report being depressed and self-critical.
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Affiliation(s)
| | - Mark Beitel
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
- Department of Research, APT Foundation, New Haven, CT, USA
| | - David E Oberleitner
- Department of Research, APT Foundation, New Haven, CT, USA
- Psychology Department, University of Bridgeport, Bridgeport, CT, USA
| | - Marina Gaeta Gazzola
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
- Department of Research, APT Foundation, New Haven, CT, USA
| | | | - Lindsay M S Oberleitner
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
- Department of Research, APT Foundation, New Haven, CT, USA
- Department of Foundational Medical Studies, Oakland University William Beaumont School of Medicine, Rochester, MI, USA
| | - Oluwole Jegede
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
- Department of Research, APT Foundation, New Haven, CT, USA
| | - Xiaoying Zheng
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
- Department of Research, APT Foundation, New Haven, CT, USA
| | | | - Lynn M Madden
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
- Department of Research, APT Foundation, New Haven, CT, USA
| | - Declan T Barry
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
- Department of Research, APT Foundation, New Haven, CT, USA
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