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Gueguen MCM, Anlló H, Bonagura D, Kong J, Hafezi S, Palminteri S, Konova AB. Recent Opioid Use Impedes Range Adaptation in Reinforcement Learning in Human Addiction. Biol Psychiatry 2024; 95:974-984. [PMID: 38101503 PMCID: PMC11065633 DOI: 10.1016/j.biopsych.2023.12.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/16/2022] [Revised: 11/22/2023] [Accepted: 12/08/2023] [Indexed: 12/17/2023]
Abstract
BACKGROUND Drugs like opioids are potent reinforcers thought to co-opt value-based decisions by overshadowing other rewarding outcomes, but how this happens at a neurocomputational level remains elusive. Range adaptation is a canonical process of fine-tuning representations of value based on reward context. Here, we tested whether recent opioid exposure impacts range adaptation in opioid use disorder, potentially explaining why shifting decision making away from drug taking during this vulnerable period is so difficult. METHODS Participants who had recently (<90 days) used opioids (n = 34) or who had abstained from opioid use for ≥ 90 days (n = 20) and comparison control participants (n = 44) completed a reinforcement learning task designed to induce robust contextual modulation of value. Two models were used to assess the latent process that participants engaged while making their decisions: 1) a Range model that dynamically tracks context and 2) a standard Absolute model that assumes stationary, objective encoding of value. RESULTS Control participants and ≥90-days-abstinent participants with opioid use disorder exhibited choice patterns consistent with range-adapted valuation. In contrast, participants with recent opioid use were more prone to learn and encode value on an absolute scale. Computational modeling confirmed the behavior of most control participants and ≥90-days-abstinent participants with opioid use disorder (75%), but a minority in the recent use group (38%), was better fit by the Range model than the Absolute model. Furthermore, the degree to which participants relied on range adaptation correlated with duration of continuous abstinence and subjective craving/withdrawal. CONCLUSIONS Reduced context adaptation to available rewards could explain difficulty deciding about smaller (typically nondrug) rewards in the aftermath of drug exposure.
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Affiliation(s)
- Maëlle C M Gueguen
- Department of Psychiatry, Brain Health Institute and University Behavioral Health Care, Rutgers University-New Brunswick, Piscataway, New Jersey; Intercultural Cognitive Network, Tokyo, Japan
| | - Hernán Anlló
- Intercultural Cognitive Network, Tokyo, Japan; Watanabe Laboratory, School of Fundamental Science and Engineering, Waseda University, Tokyo, Japan; Laboratoire de Neurosciences Cognitives et Computationnelles, Institut National de la Santé et de la Recherche Médicale U960, École Normale Supérieure-Université de Recherche Paris Science et Lettres, Paris, France
| | - Darla Bonagura
- Department of Psychiatry, Brain Health Institute and University Behavioral Health Care, Rutgers University-New Brunswick, Piscataway, New Jersey; Intercultural Cognitive Network, Tokyo, Japan
| | - Julia Kong
- Department of Psychiatry, Brain Health Institute and University Behavioral Health Care, Rutgers University-New Brunswick, Piscataway, New Jersey
| | - Sahar Hafezi
- Department of Psychiatry, Brain Health Institute and University Behavioral Health Care, Rutgers University-New Brunswick, Piscataway, New Jersey
| | - Stefano Palminteri
- Intercultural Cognitive Network, Tokyo, Japan; Laboratoire de Neurosciences Cognitives et Computationnelles, Institut National de la Santé et de la Recherche Médicale U960, École Normale Supérieure-Université de Recherche Paris Science et Lettres, Paris, France
| | - Anna B Konova
- Department of Psychiatry, Brain Health Institute and University Behavioral Health Care, Rutgers University-New Brunswick, Piscataway, New Jersey; Intercultural Cognitive Network, Tokyo, Japan.
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Wyllie TJS, Brown JL, Meisman A, Bayyari N, Mangeot C, Sun Q, Mullins TLK. Attitudes and Intentions toward Use of HIV Pre-Exposure Prophylaxis (PrEP) among Adults Receiving Treatment for Opioid Use. Subst Use Misuse 2024; 59:369-379. [PMID: 37917069 DOI: 10.1080/10826084.2023.2275556] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/03/2023]
Abstract
Background: Although pre-exposure prophylaxis (PrEP) prevents HIV, little is known about PrEP awareness and factors associated with intention to take PrEP among people with opioid use disorder (OUD). Methods: HIV-negative adults recruited from an outpatient treatment program in Cincinnati, Ohio completed self-administered surveys. Items derived from literature and health behavioral theory included demographics, sexual and drug use behaviors, HIV prevention practices, PrEP knowledge, and attitudes toward PrEP. Primary outcomes were 1) intention to ask a clinician about PrEP and 2) intention to accept PrEP if recommended by a clinician. Outcomes were dichotomized into higher vs. lower intention for analyses in logistic regression models. Results: Among 198 participants, 60.3% reported past injection drug use. Among 58 participants (29.3%) meeting criteria for PrEP, 24% were aware of PrEP, 15.5% had discussed it with a clinician, and 5% had taken it. Factors associated with intention to ask a clinician about PrEP included being somewhat confident about consistent condom use (p < 0.01), motivation to comply with normative beliefs (p < 0.01), and reporting that PrEP fits very well (p < 0.01) and is easy to fit (p < 0.01) into current prevention practices. Factors associated with intention to accept PrEP if recommended by a clinician included motivation to comply with normative beliefs (p < 0.01) and PrEP being easy to fit into current prevention practices (p < 0.01). Conclusion: Among participants meeting indications for PrEP, only 24% were aware of it and few had taken it. Interventions that normalize PrEP and target incorporating PrEP into current prevention practices may improve uptake among individuals with OUD.
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Affiliation(s)
- Tornia J S Wyllie
- Division of Adolescent and Transition Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
- Cleveland Clinic Children's Hospital, Cleveland, Ohio, USA
| | - Jennifer L Brown
- Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati, Cincinnati, Ohio, USA
- Department of Psychology, University of Cincinnati, Cincinnati, Ohio, USA
- Department of Psychological Sciences, College of Health and Human Sciences, Purdue University, West Lafayette, Indiana, USA
| | - Andrea Meisman
- Division of Adolescent and Transition Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
| | - Nadia Bayyari
- Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati, Cincinnati, Ohio, USA
- College of Allied Health Sciences - School of Social Work, University of Cincinnati, Cincinnati, Ohio, USA
| | - Colleen Mangeot
- Division of Biostatistics and Epidemiology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
| | - Qin Sun
- Division of Biostatistics and Epidemiology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
| | - Tanya L Kowalczyk Mullins
- Division of Adolescent and Transition Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
- College of Medicine, University of Cincinnati, Cincinnati, Ohio, USA
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Gopaldas M, Wenzel K, Campbell ANC, Jalali A, Fishman M, Rotrosen J, Nunes EV, Murphy SM. Impact of Medication-Based Treatment on Health Care Utilization Among Individuals With Opioid Use Disorder. Psychiatr Serv 2023; 74:1227-1233. [PMID: 37337675 PMCID: PMC10730760 DOI: 10.1176/appi.ps.20220549] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/21/2023]
Abstract
OBJECTIVE This study evaluated the association between medication for opioid use disorder (MOUD) and health care utilization over time among a sample of treatment-seeking individuals with opioid use disorder. In contrast to previous studies, this study used a novel measure of MOUD adherence, more comprehensive utilization data, and analyses that controlled for detailed individual and social determinants of health. METHODS This study was a secondary analysis of a comparative effectiveness trial (N=570) of extended-release naltrexone versus buprenorphine-naloxone. The outcome of interest was usage of nonstudy acute care, inpatient and outpatient addiction services, and other outpatient services across 36 weeks of assessment. Adherence (percentage of days taking MOUD) was defined as low (<20%), medium (≥20% but <80%), or high (≥80%). A two-part model evaluated the probability of utilizing a resource and the quantity (utilization days) of the resource consumed. A time-varying approach was used to examine the effect of adherence in a given month on utilization in the same month, with analyses controlling for a wide range of person-level characteristics. RESULTS Participants with high adherence (vs. low) were significantly less likely to use inpatient addiction (p<0.001) and acute care (p<0.001) services and significantly more likely to engage in outpatient addiction (p=0.045) and other outpatient (p=0.042) services. CONCLUSIONS These findings reinforce the understanding that greater MOUD adherence is associated with reduced usage of high-cost health services and increased usage of outpatient care. The results further suggest the need for enhanced access to MOUD and for interventions that improve adherence.
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Affiliation(s)
- Manesh Gopaldas
- New York State Psychiatric Institute and Columbia University Irving Medical Center, New York City (Gopaldas, Campbell, Nunes); Maryland Treatment Centers, Baltimore (Wenzel, Fishman); Department of Population Health Sciences, Weill Cornell Medical College, New York City (Jalali, Murphy); Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore (Fishman); Department of Psychiatry, New York University Grossman School of Medicine, New York City (Rotrosen)
| | - Kevin Wenzel
- New York State Psychiatric Institute and Columbia University Irving Medical Center, New York City (Gopaldas, Campbell, Nunes); Maryland Treatment Centers, Baltimore (Wenzel, Fishman); Department of Population Health Sciences, Weill Cornell Medical College, New York City (Jalali, Murphy); Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore (Fishman); Department of Psychiatry, New York University Grossman School of Medicine, New York City (Rotrosen)
| | - Aimee N C Campbell
- New York State Psychiatric Institute and Columbia University Irving Medical Center, New York City (Gopaldas, Campbell, Nunes); Maryland Treatment Centers, Baltimore (Wenzel, Fishman); Department of Population Health Sciences, Weill Cornell Medical College, New York City (Jalali, Murphy); Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore (Fishman); Department of Psychiatry, New York University Grossman School of Medicine, New York City (Rotrosen)
| | - Ali Jalali
- New York State Psychiatric Institute and Columbia University Irving Medical Center, New York City (Gopaldas, Campbell, Nunes); Maryland Treatment Centers, Baltimore (Wenzel, Fishman); Department of Population Health Sciences, Weill Cornell Medical College, New York City (Jalali, Murphy); Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore (Fishman); Department of Psychiatry, New York University Grossman School of Medicine, New York City (Rotrosen)
| | - Marc Fishman
- New York State Psychiatric Institute and Columbia University Irving Medical Center, New York City (Gopaldas, Campbell, Nunes); Maryland Treatment Centers, Baltimore (Wenzel, Fishman); Department of Population Health Sciences, Weill Cornell Medical College, New York City (Jalali, Murphy); Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore (Fishman); Department of Psychiatry, New York University Grossman School of Medicine, New York City (Rotrosen)
| | - John Rotrosen
- New York State Psychiatric Institute and Columbia University Irving Medical Center, New York City (Gopaldas, Campbell, Nunes); Maryland Treatment Centers, Baltimore (Wenzel, Fishman); Department of Population Health Sciences, Weill Cornell Medical College, New York City (Jalali, Murphy); Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore (Fishman); Department of Psychiatry, New York University Grossman School of Medicine, New York City (Rotrosen)
| | - Edward V Nunes
- New York State Psychiatric Institute and Columbia University Irving Medical Center, New York City (Gopaldas, Campbell, Nunes); Maryland Treatment Centers, Baltimore (Wenzel, Fishman); Department of Population Health Sciences, Weill Cornell Medical College, New York City (Jalali, Murphy); Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore (Fishman); Department of Psychiatry, New York University Grossman School of Medicine, New York City (Rotrosen)
| | - Sean M Murphy
- New York State Psychiatric Institute and Columbia University Irving Medical Center, New York City (Gopaldas, Campbell, Nunes); Maryland Treatment Centers, Baltimore (Wenzel, Fishman); Department of Population Health Sciences, Weill Cornell Medical College, New York City (Jalali, Murphy); Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore (Fishman); Department of Psychiatry, New York University Grossman School of Medicine, New York City (Rotrosen)
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SCHERZ CHINA, BURRAWAY JOSHUA. Keeping it in the family. American Ethnologist 2022. [DOI: 10.1111/amet.13105] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- CHINA SCHERZ
- Department of Anthropology University of Virginia
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Harris RA, Campbell K, Calderbank T, Dooley P, Aspero H, Maginnis J, O’Donnell N, Coviello D, French R, Bao Y, Mandell DS, Bogner HR, Lowenstein M. Integrating peer support services into primary care-based OUD treatment: Lessons from the Penn integrated model. Healthc (Amst) 2022; 10:100641. [PMID: 35785613 PMCID: PMC9933784 DOI: 10.1016/j.hjdsi.2022.100641] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Revised: 06/22/2022] [Accepted: 06/23/2022] [Indexed: 11/04/2022]
Abstract
Opioid use disorder (OUD) is a major public health emergency in the United States. In 2020, 2.7 million individuals had an OUD. Medication for opioid use disorder is the evidence-based, standard of care for treating OUD in outpatient settings, especially buprenorphine because it is effective and has low toxicity. Buprenorphine is increasingly prescribed in primary care, a setting that provides greater anonymity and convenience than substance use disorder treatment centers. Yet two-thirds of people who begin buprenorphine treatment discontinue within the first six months. Treatment dropout elevates the risks of return to use, infections, higher levels of medical care and related costs, justice system involvement, and death. One promising form of retention support is peer service programs. Peers combine their lived experience of substance use and recovery with formal training to help patients engage and persist in OUD treatment. They provide a range of services, including health education, encouragement and empathy, coping skills, recovery modeling, and concrete assistance in overcoming the situational barriers to retention. However, guidance is needed to define the peer role in primary care, the specific tasks peers should perform, the competencies those tasks require, training and professional development needs, and peer performance standards. Guidance also is needed to integrate peers into the care team, allocate and coordinate responsibilities among care team members, manage peer operations and workflow, and facilitate effective team communication. Here we describe a peer support program in the University of Pennsylvania Health System (UPHS or Penn Medicine) network of primary care practices. This paper details the program's core components, values, and activities. We also report the organizational challenges, unresolved questions, and lessons for the field in administering a peer support program to meet the needs of patients served by a large, urban medical system with an extensive suburban and rural catchment area. CLINICAL TRIALS REGISTRATION: www.clinicaltrials.gov registration: NCT04245423.
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Affiliation(s)
- Rebecca Arden Harris
- Department of Family Medicine and Community Health, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA; Leonard Davis Institute for Health Economics, University of Pennsylvania, Philadelphia, PA, 19104, USA.
| | - Kristen Campbell
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Tara Calderbank
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Patrick Dooley
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Heather Aspero
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Jessica Maginnis
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Nicole O’Donnell
- Center for Addiction Medicine and Policy, University of Pennsylvania, Philadelphia, PA, USA
| | - Donna Coviello
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Rachel French
- Leonard Davis Institute for Health Economics, University of Pennsylvania, Philadelphia, PA, 19104, USA,School of Nursing, University of Pennsylvania, Philadelphia, PA, 19104, USA,National Clinician Scholars Program, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Yuhua Bao
- Department of Population Health Sciences, Weill Cornell Medicine, New York, NY, 10065, USA
| | - David S. Mandell
- Leonard Davis Institute for Health Economics, University of Pennsylvania, Philadelphia, PA, 19104, USA,Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Hillary R. Bogner
- Department of Family Medicine and Community Health, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Margaret Lowenstein
- Leonard Davis Institute for Health Economics, University of Pennsylvania, Philadelphia, PA, 19104, USA,Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
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Abstract
Background: News coverage has both negatively and positively influenced public awareness and perceptions surrounding the opioid crisis. This study aimed to describe and analyze national network television news framing of the scope and impact of the opioid crisis in the United States. Methods: We performed a retrospective content analysis on national network television evening news segments covering the opioid crisis from 1/2000 to 8/2020, which were obtained from the Vanderbilt Television News Archive. The database was queried for: opioid epidemic, oxycontin, heroin, fentanyl, and naloxone. Two independent reviewers quantitatively coded segment characteristics, including theme, geographic location, opioids mentioned, strategies for combatting the epidemic discussed, interviews conducted, and patient demographics. Changes in segment characteristics over time were analyzed using chi-square analyses and Fisher's exact tests. Results: News segments (N = 191) most commonly provided an overview of the epidemic (55.5%) and/or conveyed personal stories (40.3%). Prescription opioids (59.7%) and heroin (62.8%) were more often referenced than fentanyl (17.8%); the focus on heroin peaked in 2011-2015 (84.8%), while references to fentanyl significantly increased over time (p = 0.021). The most frequently interviewed people included patients with opioid use disorder (OUD) (47.1%), healthcare providers (36.7%), family members/friends (31.9%), and law enforcement (30.9%). Most of the featured patients with OUD were male (63.0%), white (88.4%), and young (< 40 years) adults (77.9%). Coverage of the crisis peaked in 2016. Conclusions: Evening news segments' emphasis on personal stories, while emotionally compelling, came at the cost of thematically-framed coverage that may improve public understanding of the complexities of the epidemic. The depiction of primarily white, young adult patients with OUD revealed a need for a greater emphasis in the news on underrepresented minorities and older adults, as these populations face additional stigma and disparities in OUD treatment initiation and retention.
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Affiliation(s)
- Jessica Jay
- Virginia Commonwealth University School of Pharmacy, Richmond, VA, USA
| | - Amy Chan
- Virginia Commonwealth University School of Pharmacy, Richmond, VA, USA
| | - George Gayed
- Virginia Commonwealth University School of Pharmacy, Richmond, VA, USA
| | - Julie Patterson
- Virginia Commonwealth University School of Pharmacy, Richmond, VA, USA
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Lee JD, Nunes EV, Novo P, May J, Matthews A, Van Veldhuisen P, Lindblad R, Liu D, Rotrosen J. Commentary on Ajazi et al (2021) Re-analysis of the X:BOT Trial. J Addict Med 2022; 16:382-385. [PMID: 35960212 PMCID: PMC9375053 DOI: 10.1097/adm.0000000000000930] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Affiliation(s)
- Joshua D Lee
- From the New York University Grossman School of Medicine, New York (JDL, PN, JR); New York State Psychiatric Institute and Columbia University Irving Medical Center, New York (EVN); EMMES Inc, Bethesda, MD (JM, AM, PVV, RL); and National Institute on Drug Abuse (DL)
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8
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Greiner MG, Shulman M, Scodes J, Choo TH, Pavlicova M, Opara O, Campbell ANC, Novo P, Fishman M, Lee JD, Rotrosen J, Nunes EV. Patient Characteristics Associated with Opioid Abstinence after Participation in a Trial of Buprenorphine versus Injectable Naltrexone. Subst Use Misuse 2022; 57:1732-1742. [PMID: 35975917 PMCID: PMC10044490 DOI: 10.1080/10826084.2022.2112230] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/15/2022]
Abstract
Background and Objectives: Better understanding of predictors of opioid abstinence among patients with opioid use disorder (OUD) may help to inform interventions and personalize treatment plans. This analysis examined patient characteristics associated with opioid abstinence in the X:BOT (Extended-Release Naltrexone versus Buprenorphine for Opioid Treatment) trial. Methods: This post-hoc analysis examined factors associated with past-month opioid abstinence at the 36-week follow-up visit among participants in the X:BOT study. 428 participants (75% of original sample) attended the visit at 36 weeks. Logistic regression models were used to estimate the probability of opioid abstinence across various baseline sociodemographics, clinical characteristics, and treatment variables. Results: Of the 428 participants, 143 (33%) reported abstinence from non-prescribed opioids at the 36-week follow-up. Participants were more likely to be opioid abstinent if randomized to XR-NTX (compared to BUP-NX), were on XR-NTX at week 36 (compared to those off OUD pharmacotherapy), successfully inducted onto either study medication, had longer time on study medication, reported a greater number of abstinent weeks, or had longer time to relapse during the 24-week treatment trial. Participants were less likely to be abstinent if Hispanic, had a severe baseline Hamilton Depression Rating (HAM-D) score, or had baseline sedative use. Conclusions: A substantial proportion of participants was available at follow-up (75%), was on OUD pharmacotherapy (53%), and reported past-month opioid abstinence (33%) at 36 weeks. A minority of patients off medication for OUD reported abstinence and additional research is needed exploring patient characteristics that may be associated with successful treatment outcomes.
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Affiliation(s)
- Miranda G Greiner
- Department of Psychiatry, New York State Psychiatric Institute and Columbia University Irving Medical Center, New York, New York, USA
| | - Matisyahu Shulman
- Department of Psychiatry, New York State Psychiatric Institute and Columbia University Irving Medical Center, New York, New York, USA
| | - Jennifer Scodes
- Department of Psychiatry, New York State Psychiatric Institute and Columbia University Irving Medical Center, New York, New York, USA
| | - Tse-Hwei Choo
- Department of Psychiatry, New York State Psychiatric Institute and Columbia University Irving Medical Center, New York, New York, USA
| | - Martina Pavlicova
- Department of Biostatistics, Columbia University Mailman School of Public Health, New York, New York, USA
| | - Onumara Opara
- Department of Psychiatry, New York State Psychiatric Institute and Columbia University Irving Medical Center, New York, New York, USA
| | - Aimee N C Campbell
- Department of Psychiatry, New York State Psychiatric Institute and Columbia University Irving Medical Center, New York, New York, USA
| | - Patricia Novo
- Departments of Population Health and Psychiatry, New York University Grossman School of Medicine, New York, New York, USA
| | - Marc Fishman
- Department of Psychiatry, Johns Hopkins University School of Medicine and Maryland Treatment Centers, Baltimore, Maryland, USA
| | - Joshua D Lee
- Departments of Population Health and Psychiatry, New York University Grossman School of Medicine, New York, New York, USA
| | - John Rotrosen
- Departments of Population Health and Psychiatry, New York University Grossman School of Medicine, New York, New York, USA
| | - Edward V Nunes
- Department of Psychiatry, New York State Psychiatric Institute and Columbia University Irving Medical Center, New York, New York, USA
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Stein MD, VanNoppen D, Herman DS, Anderson BJ, Conti M, Bailey GL. Retention in care for persons with opioid use disorder transitioning from sublingual to injectable buprenorphine. J Subst Abuse Treat 2021; 136:108661. [PMID: 34801283 DOI: 10.1016/j.jsat.2021.108661] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2021] [Revised: 09/25/2021] [Accepted: 11/10/2021] [Indexed: 10/19/2022]
Abstract
INTRODUCTION In the current overdose epidemic, effective treatments for opioid use disorders (OUD), including innovations in medication delivery such as extended-release formulations, have the potential to improve treatment access and reduce treatment discontinuation. This study assessed treatment retention in a primary care-based, extended-release buprenorphine program. METHODS The study recruited individuals (n = 92) who transitioned from sublingual buprenorphine to extended-release buprenorphine (BUP-XR) in 2018-2019. The study defined the primary outcome, treatment retention, as three or more consecutive, monthly BUP-XR injections following the transition to BUP-XR in this retrospective chart review. RESULTS Participants' mean age was 38 years old and 67% were male. The average duration of sublingual buprenorphine prior to transition was 17.1 (±28.1) months. Three months after transition, 48% of extended-release buprenorphine patients had discontinued BUP-XR treatment. Persons with chronic pain were more likely, and those who had used heroin in the past month less likely to continue BUP-XR. Mean months on sublingual buprenorphine prior to BUP-XR initiation was 24.3 (±32.5) months for people who received 3+ post-induction injections compared to only 8.9 (±19.5) months for those who did not (p = .009). CONCLUSIONS Extended-release buprenorphine discontinuation was high in a real-world setting. Retention continues to represent a major obstacle to treatment effectiveness, and programs need interventions with even newer MOUD formulations.
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Affiliation(s)
- Michael D Stein
- Boston University School of Public Health, Boston, MA 02118, United States of America; Behavioral Medicine and Addictions Research, Butler Hospital, Providence, RI 02906, United States of America.
| | - Donnell VanNoppen
- Behavioral Medicine and Addictions Research, Butler Hospital, Providence, RI 02906, United States of America
| | - Debra S Herman
- Behavioral Medicine and Addictions Research, Butler Hospital, Providence, RI 02906, United States of America; Warren Alpert Medical School of Brown University, Providence, RI 02912, United States of America
| | - Bradley J Anderson
- Behavioral Medicine and Addictions Research, Butler Hospital, Providence, RI 02906, United States of America
| | - Micah Conti
- Behavioral Medicine and Addictions Research, Butler Hospital, Providence, RI 02906, United States of America
| | - Genie L Bailey
- Warren Alpert Medical School of Brown University, Providence, RI 02912, United States of America; Stanley Street Treatment and Resources, Fall River, MA, 02720, United States of America
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