Lesia M Ruglass1, Jennifer Scodes2, Martina Pavlicova3, Aimee N C Campbell4, Skye Fitzpatrick5, Celestina Barbosa-Leiker6, Kathleen Burlew7, Shelly F Greenfield8, John Rotrosen9, Edward V Nunes10. 1. Center of Alcohol and Substance Use Studies, Graduate School of Applied and Professional Psychology, Rutgers University, New Brunswick, United States. Electronic address: lesia.ruglass@rutgers.edu. 2. New York State Psychiatric Institute, United States. 3. Biostatistics Department, Mailman School of Public Health, Columbia University, United States. 4. Division on Substance Use Disorders, Department of Psychiatry, Columbia University Irving Medical Center and New York State Psychiatric Institute, United States. 5. Department of Psychology, York University, Canada. 6. College of Nursing, Washington State University, United States. 7. University of Cincinnati, United States. 8. Harvard Medical School and McLean Hospital, United States. 9. New York University School of Medicine, United States. 10. Columbia University Irving Medical Center and New York State Psychiatric Institute, United States.
Abstract
OBJECTIVES: To advance our understanding of medication treatments for opioid use disorders (OUDs), identification of distinct subgroups and factors associated with differential treatment response is critical. We examined trajectories of opioid use for patients with OUD who were randomized to (but not in all cases inducted onto) buprenorphine-naloxone (BUP-NX) or extended-release naltrexone (XR-NTX), and identified characteristics associated with each trajectory. METHODS:Growth mixture models (GMMs) were run to identify distinct trajectories of days of opioid use among a subsample of 535 individuals with OUD who participated in a 24-week randomized controlled trial (RCT; 2014-2016) of BUP-NX (n = 281) or XR-NTX (n = 254). RESULTS: Four distinct opioid use trajectory classes were identified for BUP-NX (near abstinent/no use (59%); low use (13.2%); low use, increasing over time (15%); and moderate use, increasing over time (12.8%)). Three distinct opioid use trajectory classes were found for XR-NTX (near abstinent/no use (59.1%); low use (14.6%); and moderate use, increasing over time (26.4%)). Across both BUP-NX and XR-NTX, the near abstinent/no use class had the highest number of medical management visits. Within BUP-NX, the low use class had a greater proportion of individuals with a previous successful treatment history compared with other classes. Within XR-NTX, the moderate use, increasing over time class had the highest proportion of Hispanic participants compared with other classes. CONCLUSIONS: Findings highlight the significant heterogeneity of opioid use during a RCT of BUP-NX and XR-NTX and factors associated with opioid use patterns including medical management visits and history of treatment success.
RCT Entities:
OBJECTIVES: To advance our understanding of medication treatments for opioid use disorders (OUDs), identification of distinct subgroups and factors associated with differential treatment response is critical. We examined trajectories of opioid use for patients with OUD who were randomized to (but not in all cases inducted onto) buprenorphine-naloxone (BUP-NX) or extended-release naltrexone (XR-NTX), and identified characteristics associated with each trajectory. METHODS: Growth mixture models (GMMs) were run to identify distinct trajectories of days of opioid use among a subsample of 535 individuals with OUD who participated in a 24-week randomized controlled trial (RCT; 2014-2016) of BUP-NX (n = 281) or XR-NTX (n = 254). RESULTS: Four distinct opioid use trajectory classes were identified for BUP-NX (near abstinent/no use (59%); low use (13.2%); low use, increasing over time (15%); and moderate use, increasing over time (12.8%)). Three distinct opioid use trajectory classes were found for XR-NTX (near abstinent/no use (59.1%); low use (14.6%); and moderate use, increasing over time (26.4%)). Across both BUP-NX and XR-NTX, the near abstinent/no use class had the highest number of medical management visits. Within BUP-NX, the low use class had a greater proportion of individuals with a previous successful treatment history compared with other classes. Within XR-NTX, the moderate use, increasing over time class had the highest proportion of Hispanic participants compared with other classes. CONCLUSIONS: Findings highlight the significant heterogeneity of opioid use during a RCT of BUP-NX and XR-NTX and factors associated with opioid use patterns including medical management visits and history of treatment success.
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