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Target trial emulation for comparative effectiveness research with observational data: Promise and challenges for studying medications for opioid use disorder

Christine, Paul J; Lodi, Sara; Hsu, Heather E; Bovell-Ammon, Benjamin; Yan, Shapei; Bernson, Dana; Novo, Patricia; Lee, Joshua D; Rotrosen, John; Liebschutz, Jane; Walley, Alexander Y; Larochelle, Marc R
Medications for opioid use disorder (MOUD) increase retention in care and decrease mortality during active treatment; however, information about the comparative effectiveness of different forms of MOUD is sparse. Observational comparative effectiveness studies are subject to many types of bias; a robust framework to minimize bias would improve the quality of comparative effectiveness evidence. This paper discusses the use of target trial emulation as a framework to conduct comparative effectiveness studies of MOUD with administrative data. Using examples from our planned research project comparing buprenorphine-naloxone and extended-release naltrexone with respect to the rates of MOUD discontinuation, we provide a primer on the challenges and approaches to employing target trial emulation in the study of MOUD.
PMID: 38519819
ISSN: 1360-0443
CID: 5641042

Jail-based medication for opioid use disorder and patterns of reincarceration and acute care use after release: A sequence analysis

Lim, Sungwoo; Cherian, Teena; Katyal, Monica; Goldfeld, Keith S; McDonald, Ryan; Wiewel, Ellen; Khan, Maria; Krawczyk, Noa; Braunstein, Sarah; Murphy, Sean M; Jalali, Ali; Jeng, Philip J; Rosner, Zachary; MacDonald, Ross; Lee, Joshua D
BACKGROUND:Treatment with methadone and buprenorphine medications for opioid use disorder (MOUD) during incarceration may lead to better community re-entry, but evidence on these relationships have been mixed. We aimed to identify community re-entry patterns and examine the association between in-jail MOUD and a pattern of successful reentry defined by rare occurrence of reincarceration and preventable healthcare utilization. METHODS:Data came from a retrospective, observational cohort study of 6066 adults with opioid use disorder who were incarcerated in New York City jails and released to the community during 2011-14. An outcome was community re-entry patterns identified by sequence analysis of 3-year post-release reincarceration, emergency department visits, and hospitalizations. An exposure was receipt of in-jail MOUD versus out-of-treatment (42 % vs. 58 %) for the last 3 days before discharge. The study accounted for differences in baseline demographic, clinical, behavioral, housing, and criminal legal characteristics between in-jail MOUD and out-of-treatment groups via propensity score matching. RESULTS:This study identified five re-entry patterns: stability (64 %), hospitalization (23 %), delayed reincarceration (7 %), immediate reincarceration (4 %), and continuous incarceration (2 %). After addressing confounding, 64 % and 57 % followed the stability pattern among MOUD and out-of-treatment groups who were released from jail in 2011, respectively. In 2012-14, the prevalence of following the stability pattern increased year-by-year while a consistently higher prevalence was observed among those with in-jail MOUD. CONCLUSIONS:Sequence analysis helped define post-release stability based on health and criminal legal system involvement. Receipt of in-jail MOUD was associated with a marker of successful community re-entry.
PMID: 38072387
ISSN: 2949-8759
CID: 5589462

Misclassification of overdose events in the X:BOT study - Authors' reply [Letter]

Lee, Joshua D; Nunes, Edward V; Van Veldhuisen, Paul; Lindblad, Robert; Rotrosen, John
PMID: 37480935
ISSN: 1474-547x
CID: 5536282

Patient Perceptions of Integrating Meditation-based Interventions in Office-based Opioid Treatment with Buprenorphine: A Mixed-methods Survey

Tofighi, Babak; Marini, Christina; Lee, Joshua D; Garland, Eric L
INTRODUCTION:Recent findings support the provision of meditation-based interventions (MBIs) in primary care. However, the acceptability of MBI among patients prescribed medications for opioid use disorder (eg, buprenorphine) in primary care remains unclear. This study assessed experiences and preferences for adopting MBI among patients prescribed buprenorphine in office-based opioid treatment (OBOT). METHODS:This 23-item, semistructured cross-sectional survey was administered by study staff to patients enrolled in OBOT (N = 72) and consisted of demographic and clinical characteristics, perceptions, experiences with MBI, and preferred strategies to access MBI to support their treatment on buprenorphine. RESULTS:Most participants reported practicing at least 1 category of MBI (90.3%) on at least a daily (39.6%) or weekly (41.7%) basis including (1) spiritual meditation (eg, centering prayer; 67.7%); (2) nonmantra meditation (eg, comfortable posture; 61.3%); (3) mindfulness meditation (eg, mindfulness-based stress reduction; 54.8%); and (4) mantra meditation (eg, transcendental meditation; 29.0%). Interest in MBI was motivated by improving one's general health and well-being (73.4%), treatment outcomes with medications for OUD (eg, buprenorphine; 60.9%), and relationships with others (60.9%). Perceived clinical benefits of MBI included reduced anxiety or depression symptoms (70.3%), pain (62.5%), illicit substance or alcohol use (60.9%), cravings for illicit substances (57.8%), and opioid-related withdrawal symptoms (51.6%). CONCLUSIONS:Findings from this study indicate high acceptability for adopting MBI among patients prescribed buprenorphine in OBOT. Further research is needed to assess the efficacy of MBI to improve clinical outcomes among patients initiating buprenorphine in OBOT.
PMCID:10533745
PMID: 37788602
ISSN: 1935-3227
CID: 5634912

Secondary Analysis of Agreement Between Negative Timeline Follow Back Report and Negative Urine Toxicology in a Large Trial of Individuals with Opioid Use Disorder

Shulman, Matisyahu; Choo, Tse-Hwei; Scodes, Jennifer; Pavlicova, Martina; Novo, Patricia; Campbell, Aimee N C; Greiner, Miranda; Lee, Joshua D; Rotrosen, John; Nunes, Edward V
OBJECTIVES/OBJECTIVE:Timeline follow-back (TLFB) is a self-report measure commonly used as a method of assessing historical drug use in both clinical and research settings. Our study considered rates of agreement between TLFB and an objective biological assay of opioid use. METHODS:We calculated the rates of agreement between negative report of opioid use for the most recent 8 days on TLFB and urine toxicology (UTOX) results in a large multisite opioid use disorder treatment trial. RESULTS:In total, 3986 assessments were provided by trial participants with both UTOX and TLFB during weeks 1 to 12, 2716 during weeks 13 to 24, and 325 at week 28. Rates of disagreement between negative TLFB and positive opioid UTOX were 2.33% of all assessments (21.68% of those with positive UTOX) over weeks 1 to 12, 2.06% of all assessment (25.00% of those with positive UTOX) over weeks 13 to 24, and 9.85% of all assessments (26.02% of those with positive UTOX) at week 28. CONCLUSIONS:Negative TLFB seems to be generally associated with negative results on urine toxicology.
PMID: 37195799
ISSN: 1935-3227
CID: 5544262

Trajectories of depression among patients in treatment for opioid use disorder: A growth mixture model secondary analysis of the XBOT trial

Vest, Noel; Wenzel, Kevin; Choo, Tse-Hwei; Pavlicova, Martina; Rotrosen, John; Nunes, Edward; Lee, Joshua D; Fishman, Marc
BACKGROUND AND OBJECTIVES/OBJECTIVE:To inform clinical practice, we identified subgroups of adults based on levels of depression symptomatology over time during opioid use disorder (OUD) treatment. METHODS:Participants were 474 adults in a 24-week treatment trial for OUD. Depression symptoms were measured using the 17-item Hamilton Depression Rating Scale (HAM-D) at nine-time points. This was a secondary analysis of the Clinical Trials Network Extended-Release Naltrexone versus Buprenorphine for Opioid Treatment (XBOT) trial using a growth mixture model. RESULTS:Three distinct depression trajectories were identified: Class 1 High Recurring-10% with high HAM-D with initial partial reductions (of HAM-D across time), Class 2 Persistently High-5% with persistently high HAM-D, and Class 3 Low Declining-85% of the participants, with low HAM-D with early sustained reductions. The majority (low declining) had levels of depression that improved in the first 4 weeks and then stabilized across the treatment period. In contrast, 15% (high recurring and persistently high) had high initial levels that were more variable across time. The persistently high class had higher rates of opioid relapse. DISCUSSION AND CONCLUSIONS/CONCLUSIONS:In this OUD sample, most depressive symptomatology was mild and improved after medication treatment for opioid use disorder (MOUD). Smaller subgroups had higher depressive symptoms that persisted or recurred after the initiation of MOUD. Depressive symptoms should be followed in patients initiating treatment for OUD, and when persistent, should prompt further evaluation and consideration of antidepressant treatment. SCIENTIFIC SIGNIFICANCE/CONCLUSIONS:This study is the first to identify three distinct depression trajectories among a large clinical sample of individuals in MOUD treatment.
PMID: 36645265
ISSN: 1521-0391
CID: 5464722

The real unmet need: A multifactorial approach for identifying sensitized kidney candidates with low access to transplant

Maldonado, Angela Q; Bradbrook, Keighly; Sjöholm, Kristoffer; Kjellman, Christian; Lee, Joshua; Stewart, Darren
BACKGROUND:At the start of 2020, the kidney waiting list consisted of 2526 candidates with a calculated panel reactive antibody (CPRA) of 99.9% or greater, a cohort demonstrated in published research to have meaningfully lower than average access to transplantation even under the revised kidney allocation system (KAS). METHODS:This was a retrospective analysis of US kidney registrations using data from the OPTN [Reference (https://optn.transplant.hrsa.gov/data/about-data/)]. The period-prevalent study cohort consisted of US kidney-alone registrations who waited at least 1 day between April 1, 2016, when HLA DQ-Alpha and DP-Beta unacceptable antigen data became available in OPTN data collection, to December 31, 2019. Poisson rate regression was used to model deceased donor kidney transplant rates per active year waiting and using an offset term to account for differential at-risk periods. Median time to transplant was estimated for each IRR group using the Kaplan-Meier method. Sensitivity analyses were included to address geographic variation in supply-to-demand ratios and differences in dialysis time or waiting time. RESULTS:In this study, we found 1597 additional sensitized (CPRA 50-<99.9%) candidates with meaningfully lower than average access to transplant when simultaneously taking into account CPRA and other factors. In combination with CPRA, candidate blood type, Estimated Post-Transplant Survival Score (EPTS), and presence of other antibody specificities beyond those in the current, 5-locus CPRA were found to influence the likelihood of transplant. CONCLUSION:In total, this suggests approximately 4100 sensitized candidates are on the waiting list who represent a community of disadvantaged patients who may benefit from progressive therapies and interventions to facilitate incompatible transplantation. Though associated with higher risks, such interventions may nevertheless be more attractive than remaining on dialysis with the associated accumulation of mortality risk over time.
PMID: 36841966
ISSN: 1399-0012
CID: 5507792

Association between jail-based methadone or buprenorphine treatment for opioid use disorder and overdose mortality after release from New York City jails 2011-2017

Lim, Sungwoo; Cherian, Teena; Katyal, Monica; Goldfeld, Keith S; McDonald, Ryan; Wiewel, Ellen; Khan, Maria; Krawczyk, Noa; Braunstein, Sarah; Murphy, Sean M; Jalali, Ali; Jeng, Philip J; MacDonald, Ross; Lee, Joshua D
BACKGROUND AND AIMS/OBJECTIVE:Opioid overdose is a leading cause of death during the immediate time after release from jail or prison. Most jails in the United States do not provide methadone and buprenorphine treatment for opioid use disorder (MOUD), and research in estimating its impact in jail settings is limited. We aimed to test the hypothesis that in-jail MOUD is associated with lower overdose mortality risk post-release. DESIGN, SETTING AND PARTICIPANTS/METHODS:Retrospective, observational cohort study of 15 797 adults with opioid use disorder who were released from New York City jails to the community in 2011-17. They experienced 31 382 incarcerations and were followed up to 1 year. MEASUREMENTS/METHODS:The primary outcomes were death caused by accidental drug poisoning and all-cause death. The exposure was receipt of MOUD (17 119 events) versus out-of-treatment (14 263 events) during the last 3 days before community reentry. Covariates included demographic, clinical, behavioral, housing, healthcare utilization, and legal characteristics variables. We performed multivariable, mixed-effect Cox regression analysis to test association between in-jail MOUD and deaths. FINDINGS/RESULTS:A majority were male (82%) and their average age was 42 years. Receiving MOUD was associated with misdemeanor charges, being female, injection drug use, and homelessness. During 1 year post-release, 111 overdose deaths occurred, and crude death rates were 0.49 and 0.83 per 100 person-years for in-jail MOUD and out-of-treatment groups, respectively. Accounting for confounding and random effects, in-jail MOUD was associated with lower overdose mortality risk (adjusted hazard ratio = 0.20, 95% CI = 0.08-0.46), and all-cause mortality risk (adjusted hazard ratio = 0.22, 95% CI = 0.11-0.42) for the first month post-release. CONCLUSIONS:Methadone and buprenorphine treatment for opioid use disorder during incarceration was associated with an 80% reduction in overdose mortality risk for the first month post-release.
PMID: 36305669
ISSN: 1360-0443
CID: 5359662

Provider and administrator attitudes and experiences with implementing telebuprenorphine during the COVID-19 pandemic: a mixed-methods survey

Tofighi, Babak; Lopez, Rosalina; Araujo, Gabriela; Lee, Joshua D.; Samuels, Elizabeth A.; Wightman, Rachel S.; Butner, Jenna
Introduction: This mixed-methods study assessed buprenorphine provider and administrator perceptions and experiences in offering telebuprenorphine during the COVID-19 pandemic. Methods: Semi-structured interviews were conducted between June 2021 and September 2021 among telebuprenorphine providers and administrators (N = 16) and assessed for program design and implementation strategies, clinical workflow, patient-level factors influencing program entry and retention, and challenges and solutions to improving clinical care. Results: Clinician (n = 15) and administrator (n = 1) participants identified changes to clinical workflow, including increased administrative tasks to confirm patient receipt of prescribed medications, completion of referrals to community- or specialty treatment, and locating available pharmacies and laboratory services. Challenges consisted of staff redeployment to COVID-19 related responsibilities, prior authorization requirements for buprenorphine prescriptions, billing structures that under-reimbursed for telephone or video visits, and concerns with changes in government regulations. Strategies to improving telebuprenorphine included offering "hotlines" to facilitate same-day visits, expanding between-visit support, establishing workflows with community pharmacies to ensure seamless dispensing of buprenorphine, co-location of behavioral health providers, and distributing donated mobile phones to patients. Suggested technologies for enhancing care included text messaging (75%) and smartphone applications (56.3%). Conclusions: Findings from this study highlight considerable heterogeneity in the delivery of telebuprenorphine services.
SCOPUS:85146329978
ISSN: 1465-9891
CID: 5408802

The impact of COVID-19 on the treatment of opioid use disorder in carceral facilities: a cross-sectional study

Saunders, Elizabeth C; Satcher, Milan F; Monico, Laura B; McDonald, Ryan D; Springer, Sandra A; Farabee, David; Gryczynski, Jan; Nyaku, Amesika; Reeves, Donald; Kunkel, Lynn E; Schultheis, Alysse M; Schwartz, Robert P; Lee, Joshua D; Marsch, Lisa A; Waddell, Elizabeth Needham
While the COVID-19 pandemic disrupted healthcare delivery everywhere, persons with carceral system involvement and opioid use disorder (OUD) were disproportionately impacted and vulnerable to severe COVID-associated illness. Carceral settings and community treatment programs (CTPs) rapidly developed protocols to sustain healthcare delivery while reducing risk of COVID-19 transmission. This survey study assessed changes to OUD treatment, telemedicine use, and re-entry support services among carceral and CTPs participating in the National Institute on Drug Abuse (NIDA)-funded study, Long-Acting Buprenorphine vs. Naltrexone Opioid Treatments in Criminal Justice System-Involved Adults (EXIT-CJS) study. In December 2020, carceral sites (n = 6; median pre-COVID 2020 monthly census = 3468 people) and CTPs (n = 7; median pre-COVID 2020 monthly census = 550 patients) participating in EXIT-CJS completed a cross-sectional web-based survey. The survey assessed changes pre- (January-March 2020) and post- (April-September 2020) COVID-19 in OUD treatment, telemedicine use, re-entry supports and referral practices. Compared to January-March 2020, half of carceral sites (n = 3) increased the total number of persons initiating medication for opioid use disorder (MOUD) from April-September 2020, while a third (n = 2) decreased the number of persons initiated. Most CTPs (n = 4) reported a decrease in the number of new admissions from April-September 2020, with two programs stopping or pausing MOUD programs due to COVID-19. All carceral sites with pre-COVID telemedicine use (n = 5) increased or maintained telemedicine use, and all CTPs providing MOUD (n = 6) increased telemedicine use. While expansion of telemedicine services supported MOUD service delivery, the majority of sites experienced challenges providing community support post-release, including referrals to housing, employment, and transportation services. During the COVID-19 pandemic, this small sample of carceral and CTP sites innovated to continue delivery of treatment for OUD. Expansion of telemedicine services was critical to support MOUD service delivery. Despite these innovations, sites experienced challenges providing reintegration supports for persons in the community. Pre-COVID strategies for identifying and engaging individuals while incarcerated may be less effective since the pandemic. In addition to expanding research on the most effective telemedicine practices for carceral settings, research exploring strategies to expand housing and employment support during reintegration are critical.
PMCID:9760540
PMID: 36529829
ISSN: 2194-7899
CID: 5394902