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Stringfellow EJ, Dong H, Khatami SN, Lee H, Jalali MS. The association between buprenorphine doses above 16 milligrams and treatment retention in a multi-payer national sample in the United States, 2014 to 2021. Addiction 2025; 120:1198-1206. [PMID: 39994821 DOI: 10.1111/add.70002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/04/2024] [Accepted: 01/11/2025] [Indexed: 02/26/2025]
Abstract
BACKGROUND AND AIMS Buprenorphine-naloxone reduces overdose deaths in people with opioid use disorder (OUD). Treatment retention increases with higher daily doses. No national studies exist on retention's association with 24, 32 and 40 mg. This study aimed to: (1) estimate the effect on treatment retention of buprenorphine-naloxone doses between 4 and 40 mg compared with 16; and (2) compare the effect on treatment retention of 24, 32 and 40 mg doses. DESIGN Observational cohort study in a national, multi-payer sample of prescription claims (IQVIA) of episodes involving buprenorphine-naloxone for OUD. Incident episodes started between 1 January 2014 and 31 March 2020, with a washout of 180 days. New episodes started with a 14+ day gap between prescriptions. SETTING United States of America. PARTICIPANTS The sample involved 620 229 episodes across 498 879 patients [42.3% female; mean age 37.9 (standard deviaion: 11.9)] who were dispensed prescriptions of buprenorphine-naloxone for OUD. MEASUREMENTS The exposure was the maximum daily dose of buprenorphine-naloxone reached in the first 30 days of an episode, ranging from 4 to 40 mg. The outcome, treatment retention, was defined as having an active prescription at 1, 3, 6, 12, or 18 months. Covariates were age, sex, race and ethnicity, primary payer, and year of episode initiation. FINDINGS Daily doses of 24, 32 and 40 mg increased retention compared with 16 mg at 1-18 months [adjusted odds ratio (aOR) range = 1.17; 95% confidence interval (CI) = 1.14, 1.20 at 18 months to 1.52 (CI = 1.49, 1.54) at 1 month, both for 24 mg]. In pairwise comparisons, 32 mg was favorable to 24 mg at 6, 12 and 18 months [aOR = 1.06 (95% CI = 1.02, 1.10) at 6 months; aOR = 1.09 (95% CI = 1.04, 1.14) at 12 months; aOR = 1.12 (95% CI = 1.06, 1.19) at 18 months], and 40 mg was favorable to 24 mg at 12 and 18 months [aOR = 1.10 (95% CI = 1.01, 1.21) at 12 months; aOR = 1.18 (95% CI = 1.06, 1.30) at 18 months]. CONCLUSIONS Daily buprenorphine-naloxone doses of 24 mg appear to be associated with increased treatment retention compared with 16 mg and, for 6+ month episodes, 32 and 40 mg appear to be associated with increased retention compared with 24 mg.
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Affiliation(s)
- Erin J Stringfellow
- Massachusetts General Hospital Institute for Technology Assessment, Harvard Medical School, Boston, MA, USA
| | - Huiru Dong
- Massachusetts General Hospital Institute for Technology Assessment, Harvard Medical School, Boston, MA, USA
| | - Seyedeh Nazanin Khatami
- Massachusetts General Hospital Institute for Technology Assessment, Harvard Medical School, Boston, MA, USA
| | - Hannah Lee
- Massachusetts General Hospital Institute for Technology Assessment, Harvard Medical School, Boston, MA, USA
| | - Mohammad S Jalali
- Massachusetts General Hospital Institute for Technology Assessment, Harvard Medical School, Boston, MA, USA
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Henry BF, Krawczyk N, Jordan AE, Cunningham CO, Lincourt P, Hussain S, Fotinos C, Williams AR. Opioid use disorder Cascade of care: defining a taxonomy for measurement. THE AMERICAN JOURNAL OF DRUG AND ALCOHOL ABUSE 2025:1-14. [PMID: 40294037 DOI: 10.1080/00952990.2025.2494106] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/22/2024] [Revised: 04/08/2025] [Accepted: 04/12/2025] [Indexed: 04/30/2025]
Abstract
Background: The opioid use disorder Cascade of care (OUD Cascade) is a public health framework used by federal/state/other agencies and researchers to facilitate monitoring and evaluating responses to the opioid epidemic, including surveillance and performance evaluation. As the use of the framework proliferates, there is an urgent need to standardize stage definitions to accurately monitor and improve patient outcomes and to align interpretation of findings across settings.Objectives: Define a taxonomy to uniformly apply the OUD Cascade to improve delivery of OUD services and better compare patient outcomes across settings and populations.Methods: We conducted a narrative review and synthesis focused on research and guidelines defining and measuring four key OUD Cascade stages: OUD identification, service engagement, medication initiation, and retention. Included articles come from peer-reviewed literature and define and/or operationalize OUD Cascade stages and associated measures across six characteristics based on an adaptation of the Consolidated Health Economic Evaluation Reporting Standards (CHEERS) checklist including: 1) settings, 2) specific population, 3) perspective, 4) time horizon, 5) assumptions, and 6) analytic method.Results: Our review (n = 27 articles) and synthesis provide an overview of how OUD Cascade definitions and framework designs have been variously applied. We found considerable heterogeneity in study approaches for all four OUD Cascade stages. We define a taxonomy to guide future research emphasizing standardized definitions to harmonize efforts across settings. In particular, we emphasize the need for clarity in defining criteria for sample construction (i.e. Identification), clear distinctions between receipt of care services generally (i.e. Engagement) from MOUD Initiation specifically, and Retention definitions that use a 30+ day gap in treatment to define discontinuation.Conclusion: Establishing a shared taxonomy for key terms specifying OUD Cascade stages will help the field advance, compare approaches and results across settings, and improve population-level patient outcomes.
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Affiliation(s)
- Brandy F Henry
- Department of Educational Psychology, Counseling, and Special Education, College of Education, Pennsylvania State University, University Park, PA, USA
- Social Science Research Institute, Consortium on Substance Use and Addiction, Pennsylvania State University, University Park, PA, USA
| | - Noa Krawczyk
- Department of Population Health, NYU Grossman School of Medicine, New York, NY, USA
| | - Ashly E Jordan
- New York State Office of Addiction Services and Supports, Albany, NY, USA
| | | | - Pat Lincourt
- New York State Office of Addiction Services and Supports, Albany, NY, USA
| | - Shazia Hussain
- New York State Office of Addiction Services and Supports, Albany, NY, USA
| | | | - Arthur Robin Williams
- Department of Psychiatry, Columbia University, New York, NY, USA
- New York State Psychiatric Institute, New York, NY, USA
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Dong H, Stringfellow EJ, Jalali MS. State-level racial and ethnic disparities in buprenorphine treatment duration in the United States. Am J Addict 2025; 34:69-74. [PMID: 39107678 PMCID: PMC11673446 DOI: 10.1111/ajad.13638] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2024] [Revised: 07/02/2024] [Accepted: 07/27/2024] [Indexed: 12/28/2024] Open
Abstract
BACKGROUND AND OBJECTIVES National trends reveal a concerning escalation in racial and ethnic disparities in buprenorphine treatment duration for opioid use disorder. However, the extent of such disparities at the state level remains largely unexplored. This study aims to examine such disparities at the state level. METHODS We analyzed 9,040,620 buprenorphine prescriptions dispensed between January 2011 and December 2020 from IQVIA Longitudinal Prescription data. The primary outcome was the difference in median treatment duration between White people and racial and ethnic minorities. We also included a second outcome measurement to quantify the difference in median treatment duration among episodes lasting ≥180 days. Using quantile regressions, we examined racial and ethnic disparities in treatment duration, adjusting for the patient's age, sex, payment type, and calendar year of the treatment episode. All analyses were conducted at the state level. RESULTS Our study revealed substantial statewide variations in racial and ethnic disparities. Specifically, 21 states showed longer treatment durations for White people across all episodes, and eight states displayed similar trends among episodes lasting ≥180 days. Five states exhibited longer treatment durations for White people in both overall and long-term episodes. Fifteen states showed no racial and ethnic disparities. CONCLUSION AND SCIENTIFIC SIGNIFICANCE These results are among the first to indicate substantial statewide variations in racial and ethnic disparities in buprenorphine treatment episode duration, providing a critical foundation for targeted interventions to enhance buprenorphine treatment, especially in states confronting such pronounced racial and ethnic disparities.
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Affiliation(s)
- Huiru Dong
- Harvard Medical School, MGH Institute for Technology Assessment, Boston, Massachusetts, USA
| | - Erin J Stringfellow
- Harvard Medical School, MGH Institute for Technology Assessment, Boston, Massachusetts, USA
| | - Mohammad S Jalali
- Harvard Medical School, MGH Institute for Technology Assessment, Boston, Massachusetts, USA
- Sloan School of Management, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
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Xu KY, Berkel TDM, Martin CE, Jones HE, Carter EB, Kelly JC, Mintz CM, Levin FR, Grucza RA. Prescription psychostimulant use, admissions and treatment initiation and retention in pregnant people with opioid use disorder. NATURE. MENTAL HEALTH 2024; 2:801-808. [PMID: 39726823 PMCID: PMC11671152 DOI: 10.1038/s44220-024-00270-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Accepted: 05/16/2024] [Indexed: 12/28/2024]
Abstract
While attention deficit hyperactivity disorder is common among people with addiction, the risks and benefits of attention deficit hyperactivity disorder medication in pregnant people with opioid use disorder are poorly understood. Here, using US multistate administrative data, we examined 3,247 pregnant people initiating opioid use disorder treatment, of whom 5% received psychostimulants. Compared to peers not receiving psychostimulants, the psychostimulant cohort had greater buprenorphine (adjusted relative risk 1.81 (1.50-2.18)) but lower methadone initiation (adjusted relative risk 0.39 (0.19-0.78)). Among psychostimulant recipients who initiated buprenorphine, we observed lower buprenorphine discontinuation associated with the psychostimulant cohort compared to nonrecipients (adjusted hazard ratio 0.77 (0.67-0.88)). In within-person case-crossover analyses, person-days defined by psychostimulant fills were associated with fewer substance use disorder-related admissions compared to days without fills (odds ratio 0.50 (0.33-0.76)). Overall, our data suggest that psychostimulant use in pregnancy may be associated with increased buprenorphine initiation, decreased methadone initiation and improved buprenorphine retention. Decreased substance use disorder-related admissions were associated with person-days of psychostimulant receipt, although other risks of psychostimulant use in pregnancy warrant further investigation.
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Affiliation(s)
- Kevin Y. Xu
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA
- These authors contributed equally: Kevin Y. Xu, Tiffani D. M. Berkel
| | - Tiffani D. M. Berkel
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA
- These authors contributed equally: Kevin Y. Xu, Tiffani D. M. Berkel
| | - Caitlin E. Martin
- Department of Obstetrics and Gynecology, Virginia Commonwealth University School of Medicine, Richmond, VA, USA
| | - Hendrée E. Jones
- Department of Obstetrics and Gynecology, University of North Carolina School of Medicine, Chapel Hill, NC, USA
| | - Ebony B. Carter
- Department of Obstetrics and Gynecology, Washington University School of Medicine, St. Louis, MO, USA
| | - Jeannie C. Kelly
- Department of Obstetrics and Gynecology, Washington University School of Medicine, St. Louis, MO, USA
| | - Carrie M. Mintz
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA
| | - Frances R. Levin
- Department of Psychiatry, College of Physicians and Surgeons of Columbia University, New York, NY, USA
- Division of Substance Use Disorders, New York State Psychiatric Institute, New York, NY, USA
| | - Richard A. Grucza
- Department of Family/Community Medicine and Health and Outcomes Research, Saint Louis University School of Medicine, St. Louis, MO, USA
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Kimmel SD, Walley AY, White LF, Yan S, Grella C, Majeski A, Stein MD, Bettano A, Bernson D, Drainoni ML, Samet JH, Larochelle MR. Medication for Opioid Use Disorder After Serious Injection-Related Infections in Massachusetts. JAMA Netw Open 2024; 7:e2421740. [PMID: 39046742 PMCID: PMC11270137 DOI: 10.1001/jamanetworkopen.2024.21740] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/08/2024] [Accepted: 05/10/2024] [Indexed: 07/25/2024] Open
Abstract
Importance Serious injection-related infections (SIRIs) cause significant morbidity and mortality. Medication for opioid use disorder (MOUD) improves outcomes but is underused. Understanding MOUD treatment after SIRIs could inform interventions to close this gap. Objectives To examine rehospitalization, death rates, and MOUD receipt for individuals with SIRIs and to assess characteristics associated with MOUD receipt. Design, Setting, and Participants This retrospective cohort study used the Massachusetts Public Health Data Warehouse, which included all individuals with a claim in the All-Payer Claims Database and is linked to individual-level data from multiple government agencies, to assess individuals aged 18 to 64 years with opioid use disorder and hospitalization for endocarditis, osteomyelitis, epidural abscess, septic arthritis, or bloodstream infection (ie, SIRI) between July 1, 2014, and December 31, 2019. Data analysis was performed from November 2021 to May 2023. Exposure Demographic and clinical factors potentially associated with posthospitalization MOUD receipt. Main Outcomes and Measures The main outcome was MOUD receipt measured weekly in the 12 months after hospitalization. We used zero-inflated negative binomial regression to examine characteristics associated with any MOUD receipt and rates of treatment in the 12 months after hospitalization. Secondary outcomes were receipt of any buprenorphine formulation, methadone, and extended-release naltrexone examined individually. Results Among 8769 individuals (mean [SD] age, 43.2 [12.0] years; 5066 [57.8%] male) who survived a SIRI hospitalization, 4305 (49.1%) received MOUD, 5919 (67.5%) were rehospitalized, and 973 (11.1%) died within 12 months. Of those treated with MOUD in the 12 months after hospitalization, the mean (SD) number of MOUD initiations during follow-up was 3.0 (1.7), with 956 of 4305 individuals (22.2%) receiving treatment at least 80% of the time. MOUD treatment after SIRI hospitalization was significantly associated with MOUD in the prior 6 months (buprenorphine: adjusted odds ratio [AOR], 16.51; 95% CI, 13.81-19.74; methadone: AOR, 28.46; 95% CI, 22.41-36.14; or naltrexone: AOR, 2.05; 95% CI, 1.56-2.69). Prior buprenorphine (incident rate ratio [IRR], 1.17; 95% CI, 1.11-1.24) or methadone (IRR, 1.89; 95% CI, 1.79-2.01) use was associated with higher treatment rates after hospitalization, and prior naltrexone use (IRR, 0.86; 95% CI, 0.77-0.95) was associated with lower rates. Conclusions and Relevance This study found that in the year after a SIRI hospitalization in Massachusetts, mortality and rehospitalization were common, and only half of patients received MOUD. Treatment with MOUD before a SIRI was associated with posthospitalization MOUD initiation and time receiving MOUD. Efforts are needed to initiate MOUD treatment during SIRI hospitalizations and subsequently retain patients in treatment.
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Affiliation(s)
- Simeon D. Kimmel
- Section of General Internal Medicine, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, Boston, Massachusetts
- Section of Infectious Diseases, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, Boston, Massachusetts
| | - Alexander Y. Walley
- Section of General Internal Medicine, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, Boston, Massachusetts
| | - Laura F. White
- Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts
| | - Shapei Yan
- Section of General Internal Medicine, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, Boston, Massachusetts
| | - Christine Grella
- Semel Institute of Neuroscience and Human Behavior, David Geffen School of Medicine, University of California, Los Angeles
- Lighthouse Institute, Chestnut Health Systems, Chicago, Illinois
| | - Adam Majeski
- Section of General Internal Medicine, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, Boston, Massachusetts
| | - Michael D. Stein
- Department of Health, Law and Policy, Boston University School of Public Health, Boston, Massachusetts
| | - Amy Bettano
- Office of Population Health, Department of Public Health, Commonwealth of Massachusetts, Boston
| | - Dana Bernson
- Office of Population Health, Department of Public Health, Commonwealth of Massachusetts, Boston
| | - Mari-Lynn Drainoni
- Section of Infectious Diseases, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, Boston, Massachusetts
- Department of Health, Law and Policy, Boston University School of Public Health, Boston, Massachusetts
- Evans Center for Implementation and Improvement Sciences, Boston University, Boston, Massachusetts
| | - Jeffrey H. Samet
- Section of General Internal Medicine, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, Boston, Massachusetts
| | - Marc R. Larochelle
- Section of General Internal Medicine, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, Boston, Massachusetts
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Xu KY, Gertner AK, Greenfield SF, Williams AR, Grucza RA. Treatment setting and buprenorphine discontinuation: an analysis of multi-state insurance claims. Addict Sci Clin Pract 2024; 19:17. [PMID: 38493109 PMCID: PMC10943881 DOI: 10.1186/s13722-024-00450-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2023] [Accepted: 03/07/2024] [Indexed: 03/18/2024] Open
Abstract
BACKGROUND Potential differences in buprenorphine treatment outcomes across various treatment settings are poorly characterized in multi-state administrative data. We thus evaluated the association of opioid use disorder (OUD) treatment setting and insurance type with risk of buprenorphine discontinuation among commercial insurance and Medicaid enrollees initiated on buprenorphine. METHODS In this observational, retrospective cohort study using the Merative MarketScan databases (2006-2016), we analyzed buprenorphine retention in 58,200 US adults with OUD. Predictor variables included insurance status (Medicaid vs commercial) and treatment setting, operationalized as substance use disorder (SUD) specialty treatment facility versus outpatient primary care physicians (PCPs) versus outpatient psychiatry, ascertained by linking physician visit codes to buprenorphine prescriptions. Treatment setting was inferred based on timing of prescriber visit claims preceding prescription fills. We estimated time to buprenorphine discontinuation using multivariable cox regression. RESULTS Among enrollees with OUD receiving buprenorphine, 26,168 (45.0%) had prescriptions from SUD facilities without outpatient buprenorphine treatment, with the remaining treated by outpatient PCPs (n = 23,899, 41.1%) and psychiatrists (n = 8133, 13.9%). Overall, 50.6% and 73.3% discontinued treatment at 180 and 365 days respectively. Buprenorphine discontinuation was higher among enrollees receiving prescriptions from SUD facilities (aHR = 1.03[1.01-1.06]) and PCPs (aHR = 1.07[1.05-1.10]). Medicaid enrollees had lower buprenorphine retention than those with commercial insurance, particularly those receiving buprenorphine from SUD facilities and PCPs (aHR = 1.24[1.20-1.29] and aHR = 1.39[1.34-1.45] respectively, relative to comparator group of commercial insurance enrollees receiving buprenorphine from outpatient psychiatry). CONCLUSION Buprenorphine discontinuation is high across outpatient PCP, psychiatry, and SUD treatment facility settings, with potentially lower treatment retention among Medicaid enrollees receiving care from SUD facilities and PCPs.
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Affiliation(s)
- Kevin Y Xu
- Department of Psychiatry, Health and Behavior Research Center, Washington University School of Medicine, Renard Hospital 3007A, 4940 Children's Place, Saint Louis, MO, 63110, USA.
| | - Alex K Gertner
- University of North Carolina Hospitals, Chapel Hill, NC, USA
| | - Shelly F Greenfield
- Division of Women's Mental Health and Division of Alcohol, Drugs, and Addiction, McLean Hospital, Belmont, MA, USA
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Arthur Robin Williams
- Department of Psychiatry, College of Physicians and Surgeons, Columbia University, New York, NY, USA
- Division of Substance Use Disorders, New York State Psychiatric Institute, New York, NY, USA
| | - Richard A Grucza
- Advanced Health Data Institute, Department of Health and Outcomes Research, Department of Family/Community Medicine, Saint Louis University School of Medicine, St. Louis, MO, USA
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Carter E, Schatz D, Isaacs N, Garcia J, Henry B, Krawczyk N, Williams AR. Application of an opioid use disorder cascade of care in a large public health system. THE AMERICAN JOURNAL OF DRUG AND ALCOHOL ABUSE 2024; 50:181-190. [PMID: 38386810 PMCID: PMC11744717 DOI: 10.1080/00952990.2024.2302500] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/08/2023] [Revised: 12/20/2023] [Accepted: 01/01/2024] [Indexed: 02/24/2024]
Abstract
Background: Over the past decade, hospitals and health systems have increasingly adopted interventions to address the needs of patients with substance use disorders. The Opioid Use Disorder (OUD) Cascade of Care provides a framework for organizing and tracking patient health milestones over time and can assist health systems in identifying areas of intervention to maximize the impact of evidence-based services. However, detailed protocols are needed to guide health systems in how to operationalize the OUD Cascade and track outcomes using electronic health records.Objective: In this paper, we describe the process of operationalizing and applying the OUD Cascade in a large, urban, public hospital system.Methods: Through this case example, we describe the technical processes around data mining, as well as the decision-making processes, challenges encountered, lessons learned from compiling preliminary patient data and defining stages and outcome measures for the OUD Cascade of Care, and preliminary dataResults: We identified 33,616 (26.17% female) individuals with an OUD diagnosis. Almost half (48%) engaged with addiction services, while only 10.7% initiated medication-based treatment in an outpatient setting, 6.7% had timely follow-up, and 3.5% were retained for a minimum of 6 months.Conclusion: The current paper serves as a primer for other health systems seeking to implement data-informed approaches to guide more efficient care and improved substance use-related outcomes. An OUD Cascade of Care must be tailored to local systems based on inherent data limitations and services design with an emphasis on early stages wherein drop-off is the greatest.
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Affiliation(s)
- Emily Carter
- NYC Health + Hospitals Office of Behavioral Health, New York, NY, USA
| | - Daniel Schatz
- NYC Health + Hospitals Office of Behavioral Health, New York, NY, USA
| | - Noah Isaacs
- NYC Health + Hospitals Office of Behavioral Health, New York, NY, USA
| | - Juan Garcia
- NYC Health + Hospitals Office of Behavioral Health, New York, NY, USA
| | - Brandy Henry
- College of Education, Consortium on Substance Use and Addiction, Social Science Research Institute, Pennsylvania State University, University Park, PA, USA
| | - Noa Krawczyk
- Department of Population Health, New York University, New York, NY, USA
| | - Arthur Robin Williams
- Department of Psychiatry, Columbia University, New York, NY, USA
- Division on Substance Use Disorders, New York State Psychiatric Institute, New York, NY, USA
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Xu KY, Huang V, Williams AR, Martin CE, Bazazi AR, Grucza RA. Co-occurring psychiatric disorders and disparities in buprenorphine utilization in opioid use disorder: An analysis of insurance claims. DRUG AND ALCOHOL DEPENDENCE REPORTS 2023; 9:100195. [PMID: 38023343 PMCID: PMC10630609 DOI: 10.1016/j.dadr.2023.100195] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Revised: 10/18/2023] [Accepted: 10/18/2023] [Indexed: 12/01/2023]
Abstract
Background As the overdose crisis continues in the U.S. and Canada, opioid use disorder (OUD) treatment outcomes for people with co-occurring psychiatric disorders are not well characterized. Our objective was to examine the influence of co-occurring psychiatric disorders on buprenorphine initiation and discontinuation. Methods This retrospective cohort study used multi-state administrative claims data in the U.S. to evaluate rates of buprenorphine initiation (relative to psychosocial treatment without medication) in a cohort of 236,198 people with OUD entering treatment, both with and without co-occurring psychiatric disorders, grouping by psychiatric disorder subtype (mood, psychotic, and anxiety-and-related disorders). Among people initiating buprenorphine, we assessed the influence of co-occurring psychiatric disorders on buprenorphine retention. We used multivariable Poisson regression to estimate buprenorphine initiation and Cox regression to estimate time to discontinuation, adjusting for all 3 classes of co-occurring disorders simultaneously and adjusting for baseline demographic and clinical characteristics. Results Buprenorphine initiation occurred in 29.3 % of those with co-occurring anxiety-and-related disorders, compared to 25.9 % and 17.5 % in people with mood and psychotic disorders. Mood (adjusted-risk-ratio[aRR] = 0.82[95 % CI = 0.82-0.83]) and psychotic disorders (aRR = 0.95[0.94-0.96]) were associated with decreased initiation (versus psychosocial treatment), in contrast to greater initiation in the anxiety disorders cohort (aRR = 1.06[1.05-1.06]). We observed an increase in buprenorphine discontinuation associated with mood (adjusted-hazard-ratio[aHR] = 1.20[1.17-1.24]) and anxiety disorders (aHR = 1.12[1.09-1.14]), in contrast to no association between psychotic disorders and buprenorphine discontinuation. Conclusions We observed underutilization of buprenorphine among people with co-occurring mood and psychotic disorders, as well as high buprenorphine discontinuation across anxiety, mood, and psychotic disorders.
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Affiliation(s)
- Kevin Y Xu
- Health and Behavior Research Center, Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA
| | - Vivien Huang
- Health and Behavior Research Center, Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA
| | - Arthur Robin Williams
- Department of Psychiatry, College of Physicians and Surgeons of Columbia University, New York, New York, USA
- Division of Substance Use Disorders, New York State Psychiatric Institute, New York, New York, USA
| | - Caitlin E Martin
- Department of Obstetrics and Gynecology and the VCU Institute for Drug and Alcohol Studies, Virginia Commonwealth University School of Medicine, Richmond, Virginia, USA
| | - Alexander R. Bazazi
- Department of Psychiatry and Behavioral Sciences, University of California, San Francisco, San Francisco, California, USA
| | - Richard A. Grucza
- Department of Family and Community Medicine, St. Louis University, St. Louis, Missouri, USA
- Department of Health and Clinical Outcomes Research, St. Louis University, St Louis, Missouri, USA
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Ellis MS, Xu KY, Tardelli VS, Fidalgo TM, Buttram ME, Grucza RA. Gabapentin Use Among Individuals Initiating Buprenorphine Treatment for Opioid Use Disorder. JAMA Psychiatry 2023; 80:1269-1276. [PMID: 37672238 PMCID: PMC10483381 DOI: 10.1001/jamapsychiatry.2023.3145] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Accepted: 07/05/2023] [Indexed: 09/07/2023]
Abstract
Importance Gabapentin prescriptions have drastically increased in the US due to off-label prescribing in settings such as opioid use disorder (OUD) treatment to manage a range of comorbid conditions and withdrawal symptoms, despite a lack of evidence. Objective To assess the purpose and associated risks of off-label gabapentin use in OUD treatment. Design, Setting, and Participants This retrospective recurrent-event case-control study with a crossover design used administrative claims data from MarketScan Commercial and Multi-State Medicaid databases from January 1, 2006, to December 31, 2016. Individuals aged 12 to 64 years with an OUD diagnosis and filling buprenorphine prescriptions were included in the primary analysis conducted from July 1, 2022, through June 1, 2023. Unit of observation was the person-day. Exposures Days covered by filled gabapentin prescriptions. Main Outcomes and Measures Primary outcomes were receipt of gabapentin in the 90 days after initiation of buprenorphine treatment and drug-related poisoning. Drug-related poisonings were defined using codes from International Classification of Diseases, Ninth Revision, and International Statistical Classification of Diseases and Related Health Problems, Tenth Revision. Results A total of 109 407 patients were included in the analysis (mean [SD] age, 34.0 [11.2] years; 60 112 [54.9%] male). Among the 29 967 patients with Medicaid coverage, 299 (1.0%) were Hispanic, 1330 (4.4%) were non-Hispanic Black, 23 112 (77.1%) were non-Hispanic White, and 3399 (11.3%) were other. Gabapentin was significantly less likely to be prescribed to Black or Hispanic patients, and more likely to be prescribed to female patients, those with co-occurring substance use or mood disorders, and those with comorbid physical conditions such as neuropathic pain. Nearly one-third of persons who received gabapentin (4336 [31.1%]) had at least 1 drug-related poisoning after initiating buprenorphine treatment, compared with 13 856 (14.5%) among persons who did not receive gabapentin. Adjusted analyses showed that days of gabapentin use were not associated with hospitalization for drug-related poisoning (odds ratio, 0.98 [95% CI, 0.85-1.13]). Drug-related poisoning risks did not vary based on dosage. Conclusions and Relevance Gabapentin is prescribed in the context of a myriad of comorbid conditions. Even though persons receiving gabapentin are more likely to have admissions for drug-related poisoning, these data suggest that gabapentin is not associated with an increased risk of drug-related poisoning alongside buprenorphine in adjusted analyses. More data on the safety profile of gabapentin in OUD settings are needed.
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Affiliation(s)
- Matthew S. Ellis
- Department of Psychiatry, Washington University in St Louis, School of Medicine, St Louis, Missouri
| | - Kevin Y. Xu
- Department of Psychiatry, Washington University in St Louis, School of Medicine, St Louis, Missouri
| | - Vitor S. Tardelli
- Department of Psychiatry, Universidade Federal de São Paulo, São Paulo, Brazil
- Translational Addictions Research Laboratory, Centre for Addictions and Mental Health, University of Toronto, Toronto, Ontario, Canada
| | - Thiago M. Fidalgo
- Department of Psychiatry, Universidade Federal de São Paulo, São Paulo, Brazil
| | - Mance E. Buttram
- Department of Health, Human Performance and Recreation, University of Arkansas, Fayetteville
| | - Richard A. Grucza
- Department of Family and Community Medicine, St Louis University, St Louis, Missouri
- Department of Health and Outcomes Research, St Louis University, St Louis, Missouri
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Xu KY, Schiff DM, Jones HE, Martin CE, Kelly JC, Bierut LJ, Carter EB, Grucza RA. Racial and Ethnic Inequities in Buprenorphine and Methadone Utilization Among Reproductive-Age Women with Opioid Use Disorder: an Analysis of Multi-state Medicaid Claims in the USA. J Gen Intern Med 2023; 38:3499-3508. [PMID: 37436568 PMCID: PMC10713957 DOI: 10.1007/s11606-023-08306-0] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Accepted: 06/27/2023] [Indexed: 07/13/2023]
Abstract
BACKGROUND Associations between race/ethnicity and medications to treat OUD (MOUD), buprenorphine and methadone, in reproductive-age women have not been thoroughly studied in multi-state samples. OBJECTIVE To evaluate racial/ethnic variation in buprenorphine and methadone receipt and retention in a multi-state U.S. sample of Medicaid-enrolled, reproductive-age women with opioid use disorder (OUD) at the beginning of OUD treatment. DESIGN Retrospective cohort study. SUBJECTS Reproductive-age (18-45 years) women with OUD, in the Merative™ MarketScan® Multi-State Medicaid Database (2011-2016). MAIN MEASURES Differences by race/ethnicity (non-Hispanic White, non-Hispanic Black, Hispanic, "other" race/ethnicity) in the likelihood of receiving buprenorphine and methadone during the start of OUD treatment (yes/no) were estimated using multivariable logistic regression. Differences in time to medication discontinuation (days) by race/ethnicity were evaluated using multivariable Cox regression. RESULTS Of 66,550 reproductive-age Medicaid enrollees with OUD (84.1% non-Hispanic White, 5.9% non-Hispanic Black, 1.0% Hispanic, 5.3% "other"), 15,313 (23.0%) received buprenorphine and 6290 (9.5%) methadone. Non-Hispanic Black enrollees were less likely to receive buprenorphine (adjusted odds ratio, aOR = 0.76 [0.68-0.84]) and more likely to be referred to methadone clinics (aOR = 1.78 [1.60-2.00]) compared to non-Hispanic White participants. Across both buprenorphine and methadone in unadjusted analyses, the median discontinuation time for non-Hispanic Black enrollees was 123 days compared to 132 days and 141 days for non-Hispanic White and Hispanic enrollees respectively (χ2 = 10.6; P = .01). In adjusted analyses, non-Hispanic Black enrollees experienced greater discontinuation for buprenorphine and methadone (adjusted hazard ratio, aHR = 1.16 [1.08-1.24] and aHR = 1.16 [1.07-1.30] respectively) compared to non-Hispanic White peers. We did not observe differences in buprenorphine or methadone receipt or retention for Hispanic enrollees compared to the non-Hispanic White enrollees. CONCLUSIONS Our data illustrate inequities between non-Hispanic Black and non-Hispanic White Medicaid enrollees with regard to buprenorphine and methadone utilization in the USA, consistent with literature on the racialized origins of methadone and buprenorphine treatment.
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Affiliation(s)
- Kevin Y Xu
- Health and Behavior Research Center, Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA.
| | - Davida M Schiff
- Division of General Academic Pediatrics, Mass General Hospital for Children, Boston, MA, USA
| | - Hendrée E Jones
- Department of Obstetrics and Gynecology, University of North Carolina School of Medicine, Chapel Hill, NC, USA
| | - Caitlin E Martin
- Department of Obstetrics and Gynecology and VCU Institute for Drug and Alcohol Studies, Virginia Commonwealth University School of Medicine, Richmond, VA, USA
| | - Jeannie C Kelly
- Division of Maternal-Fetal Medicine and the Division of Clinical Research, Department of Obstetrics and Gynecology, Washington University School of Medicine, St. Louis, MO, USA
| | - Laura J Bierut
- Health and Behavior Research Center, Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA
- Alvin J Siteman Cancer Center, Barnes Jewish Hospital, St. Louis, MO, USA
| | - Ebony B Carter
- Division of Maternal-Fetal Medicine and the Division of Clinical Research, Department of Obstetrics and Gynecology, Washington University School of Medicine, St. Louis, MO, USA
| | - Richard A Grucza
- Departments of Family and Community Medicine and Health and Outcomes Research, St. Louis University, St. Louis, MO, USA
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Carter E, Schatz D, Isaacs N, Garcia J, Henry B, Krawczyk N, Williams AR. Application of an Opioid Use Disorder Cascade of Care in a Large Public Health System. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.10.19.23297271. [PMID: 37905052 PMCID: PMC10614983 DOI: 10.1101/2023.10.19.23297271] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/02/2023]
Abstract
Background Over the past decade, hospitals and health systems have increasingly adopted interventions to address the needs of patients with substance use disorders. The Opioid Use Disorder (OUD) Cascade of Care provides a framework for organizing and tracking patient health milestones over time, and can assist health systems in identifying areas of intervention to prevent overdose and maximize the impact of evidence-based services for patients with OUD. However, detailed protocols are needed to guide health systems in how to operationalize the OUD Cascade and track outcomes using their systems' electronic medical records (EMR). Objective In this paper, we describe the process of operationalizing and implementing the OUD Cascade in one large, urban, public hospital system. Methods Through this case example, we describe the technical processes around data mining, as well as the decision-making processes, challenges encountered, and lessons learned from compiling patient data and defining stages and outcome measures for the OUD Cascade of Care. The current established framework and process will set the stage for subsequent research studies that quantify and evaluate patient progression through each stage of OUD treatment across the health system and identify target areas for quality improvement initiatives to better engage patients in care and improve health outcomes. Results The current paper can therefore serve as a primer for other health systems seeking to implement a data-informed approach to guide more efficient care and improved substance use-related outcomes. Conclusion An OUD Cascade of Care must be tailored to local systems based on inherent data limitations and services design.
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Affiliation(s)
- Emily Carter
- NYC Health + Hospitals Office of Behavioral Health, New York, NY
| | - Daniel Schatz
- NYC Health + Hospitals Office of Behavioral Health, New York, NY
| | - Noah Isaacs
- NYC Health + Hospitals Office of Behavioral Health, New York, NY
| | - Juan Garcia
- NYC Health + Hospitals Office of Behavioral Health, New York, NY
| | - Brandy Henry
- College of Education, Consortium on Substance Use and Addiction, Social Science Research Institute, Pennsylvania State University, University Park, PA
| | - Noa Krawczyk
- New York University Department of Population Health, New York, NY
| | - Arthur Robin Williams
- Columbia University Department of Psychiatry, New York, NY
- New York State Psychiatric Institute, New York, NY
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Pytell JD, Fojo AT, Keruly JC, Snow LN, Falade-Nwulia O, Moore RD, Chander G, Lesko CR. Measuring time in buprenorphine treatment stages among people with HIV and opioid use disorder by retention definition and its association with cocaine and hazardous alcohol use. Addict Sci Clin Pract 2023; 18:51. [PMID: 37660116 PMCID: PMC10474763 DOI: 10.1186/s13722-023-00408-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Accepted: 08/23/2023] [Indexed: 09/04/2023] Open
Abstract
BACKGROUND We use a novel, longitudinal approach to describe average time spent in opioid use disorder (OUD) cascade of care stages for people with HIV (PWH) and with OUD, incorporating four definitions of treatment retention. Using this approach, we describe the impact of cocaine or hazardous alcohol use on time spent retained on buprenorphine. METHODS We followed PWH with OUD enrolled in the Johns Hopkins HIV Clinical Cohort from their first buprenorphine treatment episode between 2013 and 2020. We estimated 4-year restricted mean time spent on buprenorphine below buprenorphine retention threshold, on buprenorphine above retention threshold, off buprenorphine and in HIV care, loss to follow-up, and death. Retention definitions were based on retention threshold (180 vs 90 days) and allowable treatment gap (7 vs 30 days). Differences in 2-year restricted mean time spent retained on buprenorphine were estimated for patients with and without cocaine or hazardous alcohol use. RESULTS The study sample (N = 179) was 63% male, 82% non-Hispanic Black, and mean age was 53 (SD 8) years. Patients spent on average 13.9 months (95% CI 11.4, 16.4) on buprenorphine over 4 years. There were differences in time spent retained on buprenorphine based on the retention definition, ranging from 6.5 months (95% CI 4.6, 8.5) to 9.6 months (95% CI 7.4, 11.8). Patients with cocaine use spent fewer months retained on buprenorphine. There were no differences for patients with hazardous alcohol use. CONCLUSIONS PWH with OUD spend relatively little time receiving buprenorphine in their HIV primary care clinic. Concurrent cocaine use at buprenorphine initiation negatively impact time on buprenorphine.
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Affiliation(s)
- Jarratt D Pytell
- Division of General Internal Medicine, Department of Medicine, University of Colorado School of Medicine, Mail Stop B180, 12631 E. 17Th Ave, Aurora, CO, 80045, USA.
| | - Anthony T Fojo
- Division of General Internal Medicine, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Jeanne C Keruly
- Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - LaQuita N Snow
- Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Oluwaseun Falade-Nwulia
- Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Richard D Moore
- Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Geetanjali Chander
- Division of General Internal Medicine, University of Washington School of Medicine, Seattle, WA, USA
| | - Catherine R Lesko
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
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13
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Tardelli V, Xu KY, Bisaga A, Levin FR, Fidalgo TM, Grucza RA. Prescription amphetamines in people with opioid use disorder and co-occurring psychostimulant use disorder initiating buprenorphine: an analysis of treatment retention and overdose risk. BMJ MENTAL HEALTH 2023; 26:e300728. [PMID: 37500184 PMCID: PMC10387656 DOI: 10.1136/bmjment-2023-300728] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Accepted: 07/12/2023] [Indexed: 07/29/2023]
Abstract
BACKGROUND Attention-deficit and hyperactivity disorder (ADHD) is frequently diagnosed in patients with substance use disorders (SUDs), including opioids. There remains concern about the safety and efficacy of prescription amphetamines (PAs) and their impact on effectiveness of opioid use disorder (OUD) treatment with buprenorphine. OBJECTIVES To assess the effect of PAs on OUD buprenorphine treatment retention and/or SUD-related emergency admission or drug-related poisonings. METHODS We used a retrospective cohort design with a secondary analysis of data from Merative MarketScan Commercial and Multi-State Medicaid Databases from 1 January 2006 to 31 December 2016. Individuals included were aged 12-64 years, had an OUD diagnosis and were prescribed buprenorphine. Our analysis used multivariable Cox regression to evaluate the relationship between PA receipt and time to buprenorphine discontinuation. The second part focused on subsamples of buprenorphine initiators who had either (1) any SUD-related emergency admissions or (2) drug-related poisoning. These outcomes were modelled as a function of PA exposure using conditional logistic regression models as part of a within-person, case-crossover design. FINDINGS Our sample had 90 269 patients with OUD (mean age 34.2 years (SD=11.3)) who initiated buprenorphine. Being prescribed a PA was associated with improved buprenorphine retention among individuals both with (adjusted HR (aHR) 0.91 (95% CI 0.86 to 0.97)) and without a concurrent psychostimulant use disorder (PSUD) (aHR 0.92 (95% CI 0.90 to 0.93)). CONCLUSIONS PA use was associated with improved buprenorphine retention in people with OUD with and without co-occurring PSUD. The risks of acute SUD-related events and drug-related poisonings associated with PA use did not differ when comparing PA-using days with days without PA use. CLINICAL IMPLICATIONS Patients with OUD on buprenorphine should receive treatment with a PA when indicated.
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Affiliation(s)
- Vitor Tardelli
- Department of Psychiatry, Universidade Federal de Sao Paulo, Sao Paulo, Brazil
- Translational Addictions Research Lab, Centre for Addiction and Mental Health, Department of Psychiatr, University of Toronto, Toronto, Ontario, Canada
| | - Kevin Y Xu
- Department of Psychiatry, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Adam Bisaga
- Department of Psychiatry, College of Physicians and Surgeons of Columbia University, New York City, New York, USA
- Division of Substance Use Disorders, New York State Psychiatric Institute, New York City, New York, USA
| | - Frances R Levin
- Department of Psychiatry, College of Physicians and Surgeons of Columbia University, New York City, New York, USA
| | - Thiago M Fidalgo
- Department of Psychiatry, Universidade Federal de Sao Paulo, Sao Paulo, Brazil
| | - Richard A Grucza
- Department of Family and Community Medicine, Saint Louis University, St. Louis, Missouri, USA
- Department of Health and Outcomes Research, Saint Louis University, St. Louis, Missouri, USA
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