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Karamouzian M, Cui Z, Hayashi K, DeBeck K, Reddon H, Buxton JA, Kerr T. Longitudinal polysubstance use patterns and non-fatal overdose: A repeated measures latent class analysis. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2024:104301. [PMID: 38182524 PMCID: PMC11222307 DOI: 10.1016/j.drugpo.2023.104301] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Revised: 11/06/2023] [Accepted: 12/15/2023] [Indexed: 01/07/2024]
Abstract
BACKGROUND Polysubstance use (PSU) is common among people who use opioids (PWUO) and has been associated with drug-related harms. We aimed to identify latent longitudinal PSU classes among a cohort of PWUO and characterize non-fatal overdose risks among different sub-classes over time. METHODS We used longitudinal data (2005-2018) from three ongoing prospective cohorts of people who use drugs in Vancouver, Canada. The primary outcome of interest was self-reported non-fatal overdose during the past six months. The primary exposure of interest was longitudinal PSU patterns among PWUO, obtained from repeated measures latent class analysis (RMLCA) of weekly substance use-related outcome indicators. Multivariable generalized estimating equations models were built to assess the association between latent PSU class membership and non-fatal overdose, adjusting for potential sociodemographic, behavioural, and structural confounders. RESULTS 2627 PWUO were included in the analysis, and 1094 (41.6 %) had experienced at least one non-fatal overdose during the study period. RMLCA revealed five distinct latent longitudinal PSU classes, including low/infrequent use (Class 1; 30 %), primarily opioid and methamphetamine use (Class 2; 22 %), primarily cannabis use (Class 3; 15 %), primarily opioid and crack use (Class 4; 29 %), and frequent PSU (Class 5; 4 %). In comparison with Class 1 (low), membership in all latent PSU classes except Class 3 (cannabis) was associated with increased odds of non-fatal overdose: Class 2 (opioids + meth) vs. Class 1 (Adjusted odds ratios [aOR] = 2.20, 95 % confidence intervals [CI]: 1.51-3.22), Class 4 (opioids + crack) vs. Class 1 (aOR = 1.06, 95 % CI: 0.85-1.33), and Class 5 (frequent) vs. Class 1 (aOR = 2.39, 95 % CI: 1.92-2.97). CONCLUSION Our findings highlighted the heterogeneous characteristics of PWUO in terms of patterns of PSU and non-fatal overdose risk. The diverse nature of PWUO and the potential additive or multiplicative impact of using several substances on overdoses should be reflected across the substance use treatment continuum and care provision.
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Affiliation(s)
- Mohammad Karamouzian
- Centre on Drug Policy Evaluation, Saint Michael's Hospital, Toronto, ON M5B 1T8, Canada; British Columbia Centre on Substance Use, Vancouver, BC V6Z 2A9, Canada; Dalla Lana School of Public Health, University of Toronto, Toronto, ON M5T 3M7, Canada.
| | - Zishan Cui
- British Columbia Centre on Substance Use, Vancouver, BC V6Z 2A9, Canada; School of Population and Public Health, University of British Columbia, Vancouver, BC V6T 1Z3, Canada
| | - Kanna Hayashi
- British Columbia Centre on Substance Use, Vancouver, BC V6Z 2A9, Canada; Faculty of Health Sciences, Simon Fraser University, Burnaby, BC V5A 1S6, Canada
| | - Kora DeBeck
- British Columbia Centre on Substance Use, Vancouver, BC V6Z 2A9, Canada; School of Public Policy, Simon Fraser University, Burnaby, BC V6B 5K3, Canada
| | - Hudson Reddon
- British Columbia Centre on Substance Use, Vancouver, BC V6Z 2A9, Canada; Department of Medicine, University of British Columbia, Vancouver, BC V6Z 1Y6, Canada
| | - Jane A Buxton
- School of Population and Public Health, University of British Columbia, Vancouver, BC V6T 1Z3, Canada; BC Centre for Disease Control, 655 West 12th Avenue, Vancouver, BC V5Z 4R4, Canada
| | - Thomas Kerr
- British Columbia Centre on Substance Use, Vancouver, BC V6Z 2A9, Canada; Department of Medicine, University of British Columbia, Vancouver, BC V6Z 1Y6, Canada
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Daniulaityte R, Ruhter L, Juhascik M, Silverstein S. Attitudes and experiences with fentanyl contamination of methamphetamine: exploring self-reports and urine toxicology among persons who use methamphetamine and other drugs. Harm Reduct J 2023; 20:54. [PMID: 37081499 PMCID: PMC10118220 DOI: 10.1186/s12954-023-00782-1] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Accepted: 04/12/2023] [Indexed: 04/22/2023] Open
Abstract
BACKGROUND There are growing concerns about illicitly manufactured fentanyl (IMF) contamination of methamphetamine. This study aims to characterize the lay views and experiences with IMF-contaminated methamphetamine (IMF/meth) and identify participants with unknown IMF exposures through urine toxicology analysis. METHODS Between December-2019 and November-2021, structured interviews were conducted with 91 individuals who reported past 30-day use of methamphetamine and resided in Dayton, Ohio, USA. Lab-based urine toxicology analyses were conducted to identify fentanyl/analogs, methamphetamine, and other drugs. Bivariate analyses were conducted to identify characteristics associated with attitudes and experiences with IMF/meth, and unknown IMF exposures. RESULTS The majority (95.6%) of the study participants were non-Hispanic white, and 52.7% were female. Past 30-day use of methamphetamine was reported on a mean of 18.7 (SD 9.1) days, and 62.6% also reported past 30-day use of heroin/IMF. Most (76.9%) had a history of an unintentional drug-related overdose, but 38.5% rated their current risk for an opioid overdose as none. Besides fentanyl (71.9%), toxicology analysis identified nine fentanyl analogs/metabolites (e.g., 42.7% acetyl fentanyl, 19.0% fluorofentanyl, 5.6% carfentanil), and 12.4% tested positive for Xylazine. The majority (71.4%) believed that IMF/meth was common, and 59.3% reported prior exposures to IMF/meth. 11.2% tested positive for IMF but reported no past 30-day heroin/IMF use (unknown exposure to IMF). Views that IMF/meth was common showed association with homelessness (p = 0.04), prior overdose (p = 0.028), and greater perceived risk of opioid overdose (p = 0.019). Self-reported exposure to IMF/meth was associated with homelessness (p = 0.007) and obtaining take-home naloxone (p = 0.025). Individuals with unknown IMF exposure (test positive for IMF, no reported past 30-day heroin/IMF use) were older (49.9 vs. 41.1 years, p < 0.01), and reported more frequent past 30-day use of methamphetamine (24.4 vs. 18.0 days, p < 0.05). They indicated lower perceived risk of opioid overdose (0.1 vs. 1.9, scale from 0 = "none" to 4 = "high," p < 0.001). DISCUSSION This study suggests a need for targeted interventions for people who use methamphetamine and expansion of drug checking and other harm reduction services.
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Affiliation(s)
- Raminta Daniulaityte
- College of Health Solutions, Arizona State University, 425 N 5Th Street, ABC 121, Phoenix, AZ, 85004, USA.
| | - Lance Ruhter
- College of Health Solutions, Arizona State University, 425 N 5Th Street, ABC 121, Phoenix, AZ, 85004, USA
| | - Matthew Juhascik
- Montgomery County Coroner's Office and Crime Laboratory, Dayton, OH, USA
| | - Sydney Silverstein
- Department of Population and Public Health Sciences, Center for Interventions, Treatment, and Addictions Research, Boonshoft School of Medicine, Wright State University, Dayton, OH, USA
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Daniulaityte R, Nahhas RW, Silverstein S, Martins S, Carlson RG. Trajectories of non-prescribed buprenorphine and other opioid use: A multi-trajectory latent class growth analysis. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2023; 147:208973. [PMID: 36804351 PMCID: PMC10044504 DOI: 10.1016/j.josat.2023.208973] [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: 05/26/2022] [Revised: 09/26/2022] [Accepted: 01/31/2023] [Indexed: 02/11/2023]
Abstract
INTRODUCTION With the increasing use of non-prescribed buprenorphine (NPB), we need more data to identify the longitudinal patterns of NPB use. The goal of this natural history study is to characterize heterogeneity in trajectories of NPB, other opioid use, and participation in medication for opioid disorder (MOUD) treatment among a community-recruited sample of individuals with current opioid use disorder (OUD). METHODS The study recruited a community-based sample of 357 individuals with OUD who used NPB in the past 6 months in Ohio, United States, for baseline and follow-up assessments (every 6 months for 2 years) of drug use, treatment participation, and other health and psychosocial characteristics. The study used multiple imputation to handle missing data. We used a multi-trajectory latent class growth analysis (MT-LCGA) to find salient groupings of participants based on the trajectories of NPB, other opioid use, and treatment participation. RESULTS Over time, NPB use frequency declined from a mean of 14.6 % of days at baseline to 3.6 % of days at 24-month follow-up along with declines in heroin/fentanyl (56.4 % to 23.6 % of days) and non-prescribed pharmaceutical opioid (NPPO) use (11.6 % to 1.5 % of days). Participation in MOUD treatment increased from a mean of 17.0 % of days at baseline to 52.4 % of days at 24 months. MT-LCGA identified a 6-class model. All six classes showed declines in NPB use. Class 1 (28 %) was characterized by high and increasing MOUD treatment utilization. Class 2 (21 %) showed sustained high levels of heroin/fentanyl use and had the lowest levels of NPB use (2.2 % of days) at baseline. Class 3 (3 %) was characterized as the primary NPPO use group. Class 4 (5 %) transitioned from high levels of NPB use to increased MOUD treatment utilization. It had the highest levels of NPB use at baseline (average of 80.7 % of days) that decreased to an average of 12.9 % of days at 24 months. Class 5 (16 %) showed transition from high levels of heroin/fentanyl use to increased MOUD treatment utilization. Class 6 (27 %) showed decreased heroin/fentanyl use over time and low MOUD treatment utilization. Classes showed varying levels of improvement in psychosocial functioning, polydrug use, and overdose risks. CONCLUSION Overall, our findings suggest that NPB use was generally self-limiting with individuals reducing their use over time as some engage in greater utilization of MOUD treatment. A need exists for continuing improvements in MOUD treatment access and retention.
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Affiliation(s)
- Raminta Daniulaityte
- College of Health Solutions, Arizona State University, Phoenix, AZ, United States of America.
| | - Ramzi W Nahhas
- Department of Population and Public Health Sciences, Boonshoft School of Medicine, Wright State University, United States of America; Department of Psychiatry, Boonshoft School of Medicine, Wright State University, United States of America
| | - Sydney Silverstein
- Department of Population and Public Health Sciences, Boonshoft School of Medicine, Wright State University, United States of America
| | - Silvia Martins
- Department of Epidemiology Columbia University Mailman School of Public Health, United States of America
| | - Robert G Carlson
- Department of Population and Public Health Sciences, Boonshoft School of Medicine, Wright State University, United States of America
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Bray BC, Watson DP, Salisbury-Afshar E, Taylor L, McGuire A. Patterns of opioid use behaviors among patients seen in the emergency department: Latent class analysis of baseline data from the POINT pragmatic trial. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2023; 146:208979. [PMID: 36880900 PMCID: PMC9992925 DOI: 10.1016/j.josat.2023.208979] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/09/2022] [Revised: 11/09/2022] [Accepted: 02/05/2023] [Indexed: 02/11/2023]
Abstract
INTRODUCTION The nation's overdose epidemic has been characterized by increasingly potent opioids resulting in more emergency department (ED) encounters over time. ED-based opioid use interventions are growing in popularity; however, they tend to treat people who use opioids as a homogenous population. The current study sought to understand heterogeneity among people who use opioids who encounter the ED by identifying qualitatively different subgroups among participants in an opioid use intervention clinical trial at baseline and examining associations between subgroup membership and multiple correlates. METHODS Participants were from a larger pragmatic clinical trial of the Planned Outreach, Intervention, Naloxone, and Treatment (POINT) intervention (n = 212; 59.2 % male, 85.3 % Non-Hispanic White, mean age = 36.6 years). The study employed latent class analysis (LCA) using five indicators of opioid use behavior: preference for opioids, preference for stimulants, usually use drugs alone, injection drug use, and opioid-related problem at ED encounter. Correlates of interest included participants' demographics, prescription histories, health care contact histories, and recovery capital (e.g., social support, naloxone knowledge). RESULTS The study identified three classes: (1) noninjecting opioid preferers, (2) injecting opioid and stimulant preferers, and (3) social nonopioid preferers. We identified limited significant differences in correlates across the classes: differences existed for select demographics, prescription histories, and recovery capital but not for health care contact histories. For example, members of Class 1 were the most likely to be a race/ethnicity other than non-Hispanic White, oldest on average, and most likely to have received a benzodiazepine prescription, whereas members of Class 2 had the highest average barriers to treatment and members of Class 3 were the least likely to have been diagnosed with a major mental health illness and had the lowest average barriers to treatment. CONCLUSIONS LCA identified distinct subgroups among POINT trial participants. Knowledge of such subgroups assists with the development of better-targeted interventions and can help staff to identify the most appropriate treatment and recovery pathways for patients.
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Affiliation(s)
- Bethany C Bray
- Institute for Health Research and Policy, The University of Illinois at Chicago, 1747 W Roosevelt Road, Chicago, IL 60608, United States.
| | - Dennis P Watson
- Chestnut Health Systems, Lighthouse Institute, 221 W Walton Street, Chicago, IL 60610, United States.
| | - Elizabeth Salisbury-Afshar
- Department of Family Medicine and Community Health, University of Wisconsin Madison School of Medicine and Public Health, 1100 Delaplaine Court, Room 3835, Madison, WI 53715, United States.
| | - Lisa Taylor
- Chestnut Health Systems, Lighthouse Institute, 221 W Walton Street, Chicago, IL 60610, United States; Jane Addams School of Social Work, The University of Illinois at Chicago, 1040 W Harrison Street, Chicago, IL 60607, United States
| | - Alan McGuire
- Department of Social and Behavioral Sciences, Richard M. Fairbanks School of Public Health, Indiana University, 1050 Wishard Boulevard, Indianapolis, IN 46202, United States; Center for Health Information and Communication, Health Services Research and Development, Richard L. Roudebush Veterans Affairs Medical Center, 1481 W 10th Street, Indianapolis, IN 46202, United States; Department of Psychology, School of Science, Indiana University Purdue University Indianapolis, 402 N Blackford Dr., Indianapolis, IN 46202, United States.
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Rubel SK, Eisenstat M, Wolff J, Calevski M, Mital S. Scope of, Motivations for, and Outcomes Associated with Buprenorphine Diversion in the United States: A Scoping Review. Subst Use Misuse 2023; 58:685-697. [PMID: 36803159 PMCID: PMC10961708 DOI: 10.1080/10826084.2023.2177972] [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] [Indexed: 02/22/2023]
Abstract
BACKGROUND Expanding access to medications to treat opioid use disorder (OUD), such as buprenorphine, is an evidence-based response to the mounting drug overdose crisis. However, concerns about buprenorphine diversion persist and contribute to limited access. METHODS To inform decisions about expanding access, a scoping review was conducted on publications describing the scope of, motivations for, and outcomes associated with diverted buprenorphine in the U.S. RESULTS In the 57 included studies, definitions for diversion were inconsistent. Most studied use of illicitly-obtained buprenorphine. Across studies, the scope of buprenorphine diversion ranged from 0% to 100%, varying by sample type and recall period. Among samples of people receiving buprenorphine for OUD treatment, diversion peaked at 4.8%. Motivations for using diverted buprenorphine were self-treatment, management of drug use, to get high, and when drug of choice was unavailable. Associated outcomes examined trended toward positive or neutral, including improved attitudes toward and retention in MOUD. CONCLUSIONS Despite inconsistent definitions of diversion, studies reported a low scope of diversion among people receiving MOUD, with inability to access treatment as a motivating factor for using diverted buprenorphine, and increased retention in MOUD as an outcome associated with use of diverted buprenorphine. Future research should explore reasons for diverted buprenorphine use in the context of expanded treatment availability to address persistent barriers to evidence-based treatment for OUD.
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Affiliation(s)
- Stephanie K Rubel
- National Center for Injury Prevention and Control, Division of Overdose Prevention, US Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Matthew Eisenstat
- National Center for Injury Prevention and Control, Division of Overdose Prevention, US Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Jessica Wolff
- National Center for Injury Prevention and Control, Division of Overdose Prevention, US Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Michael Calevski
- National Center for Injury Prevention and Control, Division of Overdose Prevention, US Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Sasha Mital
- National Center for Injury Prevention and Control, Division of Overdose Prevention, US Centers for Disease Control and Prevention, Atlanta, Georgia, USA
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Barriers and facilitators to nurse practitioner buprenorphine prescribing for opioid use disorder in primary care settings. J Am Assoc Nurse Pract 2023; 35:112-121. [PMID: 36512806 DOI: 10.1097/jxx.0000000000000811] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Accepted: 10/28/2022] [Indexed: 12/14/2022]
Abstract
BACKGROUND Increasing access to opioid use disorder (OUD) treatment is critical to curbing the opioid epidemic, particularly for rural residents who experience numerous health and health care disparities, including higher overdose death rates and limited OUD treatment access compared with urban dwellers. Buprenorphine-naloxone is an evidence-based treatment for OUD that is well suited for rural areas. However, providers must have a specialized federal waiver to prescribe the medication. Despite the acceleration of the opioid epidemic in rural areas and the recent liberalization of federal buprenorphine-naloxone prescribing laws, few providers hold buprenorphine-naloxone prescribing waivers and even fewer prescribe the medication. PURPOSE This study explores barriers and facilitators to buprenorphine-naloxone prescribing among nurse practitioners (NPs) working in primary care settings in eastern North Carolina. METHODOLOGY Individual interviews were conducted with 13 NPs working in primary care settings in eastern North Carolina. Qualitative thematic analysis was used to identify perceived barriers and facilitators to buprenorphine-naloxone prescribing. RESULTS Analysis found prescribing barriers related to OUD stigma, perceived knowledge, federal and state regulation, and prescribing resources and found facilitators related to adopting a person-centered approach, developing prescriber skills, and access to prescribing resources. CONCLUSIONS The barriers and facilitators that NPs experience related to buprenorphine prescribing for OUD are similar to those faced by physicians, although the barriers arguably more profound. Future research should consider how to mitigate these prescribing barriers to facilitate NP buprenorphine prescribing for OUD. IMPLICATIONS To our knowledge, this is the first qualitative study of NP buprenorphine-naloxone prescribing in rural areas. Given the prominence of OUD in rural regions and the key role NPs play in primary care provision, this study lays import groundwork for developing interventions to support buprenorphine-naloxone prescribing by NPs practicing in rural regions.
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Archambault L, Bertrand K, Perreault M. Problematic Opioid Use: A Scoping Literature Review of Profiles. Subst Abuse 2022; 16:11782218221103581. [PMID: 35923179 PMCID: PMC9340351 DOI: 10.1177/11782218221103581] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2022] [Accepted: 05/06/2022] [Indexed: 11/17/2022]
Abstract
Background and Objectives Problematic opioid use can be defined as opioid use behaviors leading to social, medical, or psychological consequences. In some instances, people presenting problematic opioid use can also meet criteria for an opioid use disorder. A growing body of literature highlights different types of people who use opioids, with contrasting characteristics and initiation patterns. In recent years, dynamic trends in opioid use have been documented and studies have demonstrated a shift in profiles. Methods A scoping literature review was conducted to identify profiles of people presenting problematic opioid use, in order to support the development of tailored interventions and services. Results Nine articles met the inclusion criteria. Five classifications emerge from the literature reviewed to distinguish types of people presenting problematic opioid use, according to: (1) the type of opioids used, (2) the route of opioid administration, (3) the level of quality of life, (4) patterns of other drugs used, and (5) dependence severity. While samples, concepts, and measurement tools vary between studies, the most salient finding might be the distinct profile of people presenting problematic use of pharmaceutical-type opioids. Discussion and Conclusions This scoping review highlights that few studies address distinctive profiles of people presenting problematic opioid use. Geographical and chronological differences suggest that local timely assessments may be needed to tailor the service offer to specific needs. Scientific Significance Future studies should focus on providing a deep understanding of distinct experiential perspectives and service needs, through exploratory quantitative and qualitative designs.
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Affiliation(s)
- Léonie Archambault
- Douglas Research Center and Université
de Sherbrooke, Montréal, QC, Canada
| | - Karine Bertrand
- Institut universitaire sur les
dépendances and Université de Sherbrooke, Longueuil, QC, Canada
| | - Michel Perreault
- Douglas Research Center and McGill
University, Montréal, QC, Canada
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Karamouzian M, Pilarinos A, Hayashi K, Buxton JA, Kerr T. Latent patterns of polysubstance use among people who use opioids: A systematic review. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2022; 102:103584. [DOI: 10.1016/j.drugpo.2022.103584] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2021] [Revised: 12/20/2021] [Accepted: 01/11/2022] [Indexed: 02/07/2023]
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Fleury MJ, Grenier G, Cao Z, Huỳnh C. Profiles of individuals with cannabis-related disorders. Subst Abus 2022; 43:855-864. [PMID: 35179451 DOI: 10.1080/08897077.2021.2007515] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
Background: Profiles of individuals with cannabis-related disorders (CRD) in specialized addiction treatment centers serving high-need patients have not been identified. This longitudinal study developed a typology for 9,836 individuals with CRD attending Quebec (Canada) addiction treatment centers in 2012-2013. Methods: Data on sociodemographic, clinical and service use variables were extracted from several databases for the years 1996-1997 to 2014-2015. Individual profiles were produced using Latent Class Analysis and compared predicting health outcomes on emergency department (ED) use, hospitalizations and suicidal behaviors for 2015-2016. Results: Six profiles were identified: 1-Older individuals, many living in couples and working, with moderate health problems, receiving intensive general practitioner (GP) care and high continuity of physician care; 2-Older individuals with chronic CRD, multiple social and health problems, and low health service use (chronic CRD referred to experiencing CRD for several years; social problems related to homelessness, unemployment, having criminal records or living alone); 3-Students with few social and health problems, and low health service use; 4-Young adults, many working, with few health problems, least health service use and continuity of physician care; 5-Youth, many working but some criminal offenders, with 1 or 2 years of CRD, few health problems and high addiction treatment center use; and 6-Older individuals with chronic CRD and multiple social and health problems, high health service use and continuity of physician care. Profiles 6 and 2 had the worst health outcomes. Conclusions: For Profiles 2 to 5, outreach and motivational services should be prioritized, integrated health and criminal justice services for profile 5 and, for Profiles 2 and 6, assertive community treatments. Screening, brief intervention and referrals to addiction treatment centers may also be encouraged for individuals with CRD, particularly those in Profile 2. This cohort had high social and health needs relative to services received, suggesting continued need for care.
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Affiliation(s)
- Marie-Josée Fleury
- Douglas Hospital Research Centre, Douglas Mental Health University Institute, Montreal, Canada.,Department of Psychiatry, McGill University, Montreal, Canada
| | - Guy Grenier
- Douglas Hospital Research Centre, Douglas Mental Health University Institute, Montreal, Canada
| | - Zhirong Cao
- Douglas Hospital Research Centre, Douglas Mental Health University Institute, Montreal, Canada
| | - Christophe Huỳnh
- Institut universitaire sur les dépendances, Centre intégré universitaire de santé et des services sociaux du Centre-Sud-de-l'Île-de-Montréal, Montreal, Canada
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Silverstein SM, Milligan K, Osborn A, Aamir I, Gainer D, Daniulaityte R. Visualizing a Calculus of Recovery: Calibrating Relations in an Opioid Epicenter. Cult Med Psychiatry 2022; 46:798-826. [PMID: 34800236 PMCID: PMC8605473 DOI: 10.1007/s11013-021-09758-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/25/2021] [Indexed: 11/25/2022]
Abstract
This article uses participatory photography to explore the relationships animating efforts towards recovery from opioid use disorder (OUD) in the Dayton, Ohio area, an epicenter of illicit opioid use and overdose death. A photo-elicitation project was conducted with thirteen people who met the DSM-5 criteria for OUD. Photographs were used as prompts during qualitative interviews, which were thematically analyzed. Analysis of both visual and textual data demonstrated the ways in which recovery became an unfolding process of calculation as participants made strategic choices to navigate relations and encounters with things, people, and places. Relationships across each of these domains could, under some circumstances, serve as supports or motivators in the recovery process, but, in alternate settings, be experienced as "triggers" prompting a resumption of problematic drug use or, at the very least, a reckoning with the feelings and emotions associated with painful or problematic aspects of personal histories and drug use experiences. Findings highlight the importance of understanding recovery as a calibration of the ambiguous relations animating experiences of everyday life. We argue for continued emphasis on recovery as an active performance and ongoing practice of calculation-of risks and benefits, of supports and triggers, of gratification and heartbreak-rather than a goal or static state.
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Affiliation(s)
- Sydney M Silverstein
- Center for Interventions, Treatment, and Addictions Research, Department of Population and Public Health Sciences, Boonshoft School of Medicine, Wright State University, 2555 University Blvd., Suite 200, Dayton, OH, 45324, USA.
| | - Katie Milligan
- Mount Holyoke College, 50 College Street, South Hadley, MA, 01075, USA
| | - Annette Osborn
- Mount Holyoke College, 50 College Street, South Hadley, MA, 01075, USA
| | - Iman Aamir
- Mount Holyoke College, 50 College Street, South Hadley, MA, 01075, USA
| | - Danielle Gainer
- Center for Interventions, Treatment, and Addictions Research, Department of Population and Public Health Sciences, Boonshoft School of Medicine, Wright State University, 2555 University Blvd., Suite 200, Dayton, OH, 45324, USA
- Department of Psychiatry, Boonshoft School of Medicine, Wright State University, 2555 University Blvd., Suite 100, Dayton, OH, 45324, USA
| | - Raminta Daniulaityte
- College of Health Solutions, Arizona State University, 425 N 5th Street, Arizona Biomedical Collaborative Room 121, Phoenix, AZ, 85004, USA
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Lay knowledge and practices of methamphetamine use to manage opioid-related overdose risks. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2021; 99:103463. [PMID: 34619443 DOI: 10.1016/j.drugpo.2021.103463] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2021] [Revised: 09/08/2021] [Accepted: 09/12/2021] [Indexed: 12/21/2022]
Abstract
AIM Methamphetamine use has increased among individuals with opioid use disorder. The key aims of this study are to detail and contextualise lay knowledge, attitudes, and behaviours related to methamphetamine use in relation to opioid overdose risks in an area dominated by non-pharmaceutical fentanyl-type drugs (NPF). METHODS The study recruited 41 individuals in Dayton, Ohio, who reported past 30-day use of methamphetamine and heroin/fentanyl. Interviews included structured and qualitative questions. Urine toxicology analysis was conducted to identify NPFs and other drugs. Open-ended interview sections were audio-recorded, transcribed, and analysed qualitatively using NVivo. RESULTS The mean age was 38.3 years, 51% were female, and 100% non-Hispanic white. Participants described an exceedingly unpredictable local opioid market that became saturated with NPFs. The sample tested positive for 10 NPFs, including fentanyl (100%), acetyl fentanyl (61%), tetrahydrofuran fentanyl (29%), and carfentanil (12%). Most participants believed that methamphetamine could help prevent and/or reverse an opioid-related overdose. Nearly half had personally used it to help manage overdose risks related to NPF. These beliefs were embedded in a lay understanding of how methamphetamine works to stimulate the cardiovascular system. They were acted upon in the context of last resort situations that were determined by a lack of immediate access to naloxone, ambiguities surrounding overdose symptomatology, and easy access to plentiful and inexpensive methamphetamine. CONCLUSION Lay efforts to rely on methamphetamine to manage NPF-related overdose risks highlight the need for a continuing expansion of take-home-naloxone programs and implementation of other novel harm reduction approaches in communities affected by NPFs.
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Abstract
IMPORTANCE There is a lack of empirical research regarding misuse of buprenorphine hydrochloride. OBJECTIVE To identify prescription opioids that are most frequently misused, assess differences in motivations for misuse between buprenorphine and nonbuprenorphine prescription opioids, and examine trends in and factors associated with buprenorphine misuse among individuals with or without opioid use disorder (OUD). DESIGN, SETTING, AND PARTICIPANTS This survey study used nationally representative data on past-year prescription opioid use, misuse, OUD, and motivations for the most recent misuse from the 2015-2019 National Survey on Drug Use and Health (NSDUH). Participants included 214 505 civilian, noninstitutionalized adult NSDUH respondents. Data were collected from January 2015 to December 2019 and analyzed from February 15 to March 15, 2021. MAIN OUTCOMES AND MEASURES Buprenorphine use, misuse, and OUD. Misuse was defined as use "in any way that a doctor [physician] did not direct you to use them, including (1) use without a prescription of your own; (2) use in greater amounts, more often, or longer than you were told to take them; or (3) use in any other way a doctor did not direct you to use them." RESULTS The 214 505 respondents included in the analysis represented an estimated annual average 246.7 million US adults during 2015-2019 (51.7% [95% CI, 51.4%-52.0%] women; 13.9% [95% CI, 13.7%-14.1%] aged 18-25 y; 40.6% [95% CI, 40.3%-41.0%] aged 26-49 y; 45.5% [95% CI, 45.0-45.9%] aged ≥50 y). In 2019, an estimated 2.4 (95% CI, 2.2-2.7) million US adults used buprenorphine, and an estimated 0.7 (95% CI, 0.5-0.9) million misused buprenorphine compared with an estimated 4.9 (95% CI, 4.4-5.4) million and an estimated 3.0 (95% CI, 2.7-3.2) million who misused hydrocodone and oxycodone, respectively. Prevalence of OUD with buprenorphine misuse trended downward during the period from 2015 to 2019. "Because I am hooked" (27.3% [95% CI, 21.6%-33.8%]) and "to relieve physical pain" (20.5% [95% CI, 14.0%-29.0%]) were the most common motivations for the most recent buprenorphine misuse among adults with OUD. Adults who misused buprenorphine were more likely to report using prescription opioids without having their own prescriptions than those who misused nonbuprenorphine prescription opioids (with OUD: 71.8% [95% CI, 66.4%-76.6%] vs 53.2% [95% CI, 48.5%-57.8%], P < .001; without OUD: 74.7% [95% CI, 68.7%-79.9%] vs 60.0% [58.1%-61.8%], P < .001). Among adults with past-year OUD who used buprenorphine, multivariable multinomial logistic regression results indicated that buprenorphine misuse was associated with being 24 to 34 (adjusted odds ratio [AOR], 2.9 [95% CI, 1.4-5.8]) and 35 to 49 (AOR, 2.3 [95% CI, 1.2-4.5]) years of age, residing in nonmetropolitan areas (AOR, 1.8 [95% CI, 1.0-3.0]), and polysubstance use (eg, past-year prescription stimulant use disorder; AOR, 3.9 [95% CI, 1.3-11.2]) but was negatively associated with receiving treatment for drug use only (AOR, 0.4 [95% CI, 0.3-0.7]). CONCLUSIONS AND RELEVANCE These findings suggest that among adults with OUD, prevalence of buprenorphine misuse trended downward from 2015 to 2019. In 2019, nearly three-fourths of US adults reporting past-year buprenorphine use did not misuse their prescribed buprenorphine, and most who misused reported using prescription opioids without having their own prescriptions. These findings underscore the need to pursue actions that expand access to buprenorphine-based OUD treatment, to develop strategies to monitor and reduce buprenorphine misuse, and to address associated conditions (eg, suicide risk, co-occurring mental illness, and polysubstance use).
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Affiliation(s)
- Beth Han
- National Institute on Drug Abuse, National Institutes of Health, Bethesda, Maryland
| | - Christopher M. Jones
- National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Emily B. Einstein
- National Institute on Drug Abuse, National Institutes of Health, Bethesda, Maryland
| | - Wilson M. Compton
- National Institute on Drug Abuse, National Institutes of Health, Bethesda, Maryland
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Shrestha S, Stopka TJ, Hughto JMW, Case P, Palacios WR, Reilly B, Green TC. Prevalence and correlates of non-fatal overdose among people who use drugs: findings from rapid assessments in Massachusetts, 2017-2019. Harm Reduct J 2021; 18:93. [PMID: 34461922 PMCID: PMC8404353 DOI: 10.1186/s12954-021-00538-9] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2021] [Accepted: 08/16/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND People who experience non-fatal overdose (NFOD) are at high risk of subsequent overdose. With unprecedented increases in fentanyl in the US drug supply, many Massachusetts (MA) communities have seen a surge in opioid-related overdoses. The objective of this study was to determine factors associated with lifetime and past year NFOD in at-risk MA communities. METHODS We conducted multiple rapid assessments among people who use drugs (PWUD) in eight MA communities using non-probability sampling (purposive, chain referral, respondent-driven) methods. We collected sociodemographic, substance use, overdose history, substance use treatment, and harm reduction services utilization data. We examined the prevalence of NFOD (lifetime and past year) and identified factors associated with NFOD through multivariable logistic regression analyses in a subset of 469 study participants between 2017 and 2019. RESULTS The prevalence of lifetime and last year non-fatal opioid overdose was 62.5% and 36.9%, respectively. Many of the study participants reported heroin (64%) and fentanyl (45%) use during the 30 days preceding the survey. Nonprescription buprenorphine and fentanyl use were independently associated with higher odds of lifetime NFOD, while marijuana use was associated with lower odds of lifetime NFOD (p < 0.05). Injection as the route of administration, benzodiazepine, nonprescription buprenorphine, heroin, and fentanyl use were independently associated with higher odds, while methadone use was associated with lower odds of past year NFOD (p < 0.05). CONCLUSION We documented a high prevalence of past year and lifetime NFOD among PWUD in MA. Our findings provide indicators that can help inform interventions to prevent overdoses among PWUD, including overdose prevention, medication treatment, and naloxone distribution.
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Affiliation(s)
- Shikhar Shrestha
- Department of Public Health and Community Medicine, Tufts University School of Medicine, Boston, MA, USA
| | - Thomas J Stopka
- Department of Public Health and Community Medicine, Tufts University School of Medicine, Boston, MA, USA
| | - Jaclyn M W Hughto
- Departments of Behavioral and Social Sciences and Epidemiology, Brown University School of Public Health, Center for Health Promotion and Health Equity, Brown University, Providence, RI, USA
| | - Patricia Case
- Bouvé College of Health Sciences, Northeastern University, Boston, MA, USA
| | - Wilson R Palacios
- School of Criminology and Justice Studies, University of Massachusetts, Lowell, MA, USA
| | - Brittni Reilly
- Massachusetts Department of Public Health, Bureau of Substance Addiction Services, Boston, MA, USA
| | - Traci C Green
- Opioid Policy Research Collaborative, Heller School for Social Policy and Management, Brandeis University, Waltham, MA, USA.
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Buttram ME, Kurtz SP, Margolin ZR, Severtson SG. Increasing rates of buprenorphine diversion in the United States, 2002 to 2019. Pharmacoepidemiol Drug Saf 2021; 30:1514-1519. [PMID: 34302707 DOI: 10.1002/pds.5334] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2020] [Revised: 07/16/2021] [Accepted: 07/20/2021] [Indexed: 12/17/2022]
Abstract
PURPOSE Recent reports suggest that buprenorphine is being diverted and used non-medically. However, no apparent studies have reported national-level data on buprenorphine diversion. METHODS Case report data were drawn from a quarterly survey of prescription drug diversion completed by a national sample of law enforcement and regulatory agencies who engage in drug diversion investigations. Quarterly rates of buprenorphine diversion per 100 000 population and 100 000 prescriptions dispensed were calculated for the period 2002 through 2019. Population-based diversion rates were also calculated by U.S. region. RESULTS In total, 9670 cases of diverted buprenorphine were reported across all 50 states and the District of Columbia during the study period. Buprenorphine diversion rates, per 100 000 population, were characterized by an accelerating increase over time; increases in diversion rates from 1st quarter 2002 through 4th quarter 2006 were not statistically significant, yet from 1st quarter 2007 through 4th quarter 2019, the rate of diversion cases increased by 0.0067 cases per 100 000 per quarter (p < 0.001). Buprenorphine diversion rates per 100 000 prescriptions dispensed indicated a gradual increase over time; from 3rd quarter 2010 through 4th quarter 2019, diversion rates showed a statistically significant increase of 0.28 cases (p = 0.037) per quarter on average. The Northeast was the only region that did not observe an increase in the average quarterly change in buprenorphine diversion rates after 2006. CONCLUSIONS Findings from this study illustrate longitudinal national trends of increasing buprenorphine diversion. Continued systematic surveillance of this phenomenon is needed.
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Affiliation(s)
- Mance E Buttram
- Department of Health, Human Performance and Recreation, University of Arkansas, Fayetteville, Arkansas, USA
| | - Steven P Kurtz
- Center for Applied Research on Substance Use and Health Disparities, Nova Southeastern University, Miami, Florida, USA
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Gandhi P, Rouhani S, Park JN, Urquhart GJ, Allen ST, Morales KB, Green TC, Sherman SG. Alternative use of buprenorphine among people who use opioids in three U.S. Cities. Subst Abus 2021; 43:364-370. [PMID: 34214403 PMCID: PMC11216848 DOI: 10.1080/08897077.2021.1942395] [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] [Indexed: 10/21/2022]
Abstract
Background: Buprenorphine is an effective treatment for opioid use disorder, yet some persons are concerned with its "alternative use" (i.e., any use unintended by the prescriber). There is limited evidence on the factors associated with alternative use of buprenorphine (AUB); in this study, we examined correlates of recent (past 6 months) AUB. Methods: Multivariable logistic regression was used to analyze survey data from a multi-site, cross-sectional study of people who use drugs (PWUD) (N = 334) in Baltimore, Maryland; Boston, Massachusetts; and Providence, Rhode Island. Results: One-fifth (20%) of the sample reported recent AUB. In adjusted analyses, significant negative correlates of AUB were female gender (adjusted odds ratio [aOR] 0.48, 95% confidence intervals [CI] 0.24-0.95), recent emergency room visit (aOR 0.45, 95% CI 0.23-0.89), and recent injection drug use (aOR 0.41, 95% CI 0.19-0.88). Significant positive correlates were alternative use of other prescription opioids (aOR 8.32, 95% CI 4.22-16.38), three or more overdoses in the past year (aOR 3.74, 95% CI 1.53-9.17), recent buprenorphine use as prescribed (aOR 2.50, 95% CI 1.12-5.55), and recent residential rehabilitation treatment (aOR 3.71, 95% CI 1.50-9.16). Conclusions: Structural and behavioral correlates of AUB may help identify PWUD at high risk of overdose with unmet treatment needs.
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Affiliation(s)
- Priyal Gandhi
- Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Saba Rouhani
- Department of Health, Behavior and Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States
| | - Ju Nyeong Park
- Department of Health, Behavior and Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States
| | - Glenna J. Urquhart
- Department of Health, Behavior and Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States
| | - Sean T. Allen
- Department of Health, Behavior and Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States
| | - Kenneth B. Morales
- Department of Health, Behavior and Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States
| | - Traci C. Green
- Department of Emergency Medicine, Alpert Medical School of Brown University, Providence, RI
- COBRE on Opioids and Overdose at Rhode Island Hospital, Providence, RI; Opioid Policy Research Collaborative, Heller School of Social Policy and Management, Brandeis University, Waltham, MA, United States
| | - Susan G. Sherman
- Department of Health, Behavior and Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States
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McLaughlin MF, Li R, Carrero ND, Bain PA, Chatterjee A. Opioid use disorder treatment for people experiencing homelessness: A scoping review. Drug Alcohol Depend 2021; 224:108717. [PMID: 33985863 PMCID: PMC9758007 DOI: 10.1016/j.drugalcdep.2021.108717] [Citation(s) in RCA: 49] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/16/2021] [Revised: 03/11/2021] [Accepted: 03/14/2021] [Indexed: 01/16/2023]
Abstract
BACKGROUND The opioid-related overdose epidemic remains a persistent public health problem in the United States and has been accelerated by the 2019 coronavirus disease pandemic. Existing, evidence-based treatment options for opioid use disorder (OUD) are broadly underutilized, particularly by people experiencing homelessness (PEH). PEH are also more likely to misuse and overdose on opioids. To better understand current gaps and disparities in OUD treatment experienced by PEH and efforts to address them, we synthesized the literature reporting on the intersection of housing status and OUD treatment. METHODS We conducted a scoping review of the literature from the electronic databases MEDLINE, Embase, PsycINFO, and Web of Science Core Collection. We included studies describing treatment-related outcomes specific to PEH and articles assessing OUD treatment interventions tailored to this population. Relevant findings were compiled via thematic analysis and narratively synthesized. RESULTS 60 articles met our inclusion criteria, including 43 descriptive and 17 intervention-focused studies. These studies demonstrated that PEH experience more barriers to OUD treatment than their housed counterparts and access inpatient and detoxification treatment more commonly than pharmacotherapy. However, the reviewed literature indicated that PEH have similar outcomes once engaged in pharmacotherapy. Efficacious interventions for PEH were low-barrier and targeted, with housing interventions also demonstrating benefit. CONCLUSIONS PEH have diminished access to evidence-based OUD treatment, particularly medications, and require targeted approaches to improve engagement and retention. To mitigate the disproportionate opioid-related morbidity and mortality PEH experience, innovative, flexible, and interdisciplinary OUD treatment models are necessary, with housing support playing an important role.
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Affiliation(s)
| | - Rick Li
- Harvard College, Massachusetts Hall, Cambridge, MA, 02138, United States
| | | | - Paul A Bain
- Countway Library, Harvard Medical School, 10 Shattuck St., Boston, MA, 02115, United States
| | - Avik Chatterjee
- Boston Health Care for the Homeless Program, 780 Albany St., Boston, MA, 02118, United States; Boston University School of Medicine/Boston Medical Center, 72 E. Concord St., Boston, MA, 02118, United States
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Abstract
This paper is the forty-second consecutive installment of the annual anthological review of research concerning the endogenous opioid system, summarizing articles published during 2019 that studied the behavioral effects of molecular, pharmacological and genetic manipulation of opioid peptides and receptors as well as effects of opioid/opiate agonists and antagonists. The review is subdivided into the following specific topics: molecular-biochemical effects and neurochemical localization studies of endogenous opioids and their receptors (1), the roles of these opioid peptides and receptors in pain and analgesia in animals (2) and humans (3), opioid-sensitive and opioid-insensitive effects of nonopioid analgesics (4), opioid peptide and receptor involvement in tolerance and dependence (5), stress and social status (6), learning and memory (7), eating and drinking (8), drug abuse and alcohol (9), sexual activity and hormones, pregnancy, development and endocrinology (10), mental illness and mood (11), seizures and neurologic disorders (12), electrical-related activity and neurophysiology (13), general activity and locomotion (14), gastrointestinal, renal and hepatic functions (15), cardiovascular responses (16), respiration and thermoregulation (17), and immunological responses (18).
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Affiliation(s)
- Richard J Bodnar
- Department of Psychology and Neuropsychology Doctoral Sub-Program, Queens College, City University of New York, 65-30 Kissena Blvd., Flushing, NY, 11367, United States.
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18
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Bardwell G, Ivsins A, Socías ME, Kerr T. Examining factors that shape use and access to diverted prescription opioids during an overdose crisis: A qualitative study in Vancouver, Canada. J Subst Abuse Treat 2021; 130:108418. [PMID: 34118706 DOI: 10.1016/j.jsat.2021.108418] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2021] [Revised: 04/13/2021] [Accepted: 04/15/2021] [Indexed: 12/17/2022]
Abstract
OBJECTIVE Prescription opioid (PO) diversion is widely regarded as a driver of overdose mortality. However, less is known about the rationale for using diverted POs during an overdose epidemic and how contextual factors (e.g., poverty, drug policies) may affect this practice. Therefore, we sought to examine this phenomenon. METHOD We conducted qualitative interviews with 24 participants who accessed diverted POs in Vancouver, Canada. Participants were recruited from ongoing cohort studies of people who use drugs (PWUD). RESULTS Participants preferred a variety of POs due to their known contents and lower overdose risk compared to street drugs and used them for pain relief and pleasure. Participants reported barriers in accessing POs from physicians, with some being cut off or having insufficient prescriptions. Prices for diverted POs varied and affected access among impoverished participants. These access challenges led some to acquire fentanyl. Some participants reported concerns over the contents of counterfeit pills, while others relied on trusted sources or using visual cues to identify legitimate pills. CONCLUSIONS Our findings demonstrate that diverted POs are being used by PWUD with the goal of reducing opioid-related harms, although PO use comes with challenges associated with limited accessibility and risks posed by counterfeit pills. Poverty also limited PO accessibility, leading some to purchase more toxic, yet affordable, street drugs. Given the risks and barriers affecting people seeking to use diverted POs, our findings emphasize the need for the continued implementation and evaluation of safer drug supply initiatives, including those providing access to various drug types.
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Affiliation(s)
- Geoff Bardwell
- Department of Medicine, University of British Columbia, St. Paul's Hospital, 608-1081 Burrard Street, Vancouver V6Z 1Y6, BC, Canada; British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver V6Z 2A9, BC, Canada.
| | - Andrew Ivsins
- Department of Medicine, University of British Columbia, St. Paul's Hospital, 608-1081 Burrard Street, Vancouver V6Z 1Y6, BC, Canada; British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver V6Z 2A9, BC, Canada
| | - M Eugenia Socías
- Department of Medicine, University of British Columbia, St. Paul's Hospital, 608-1081 Burrard Street, Vancouver V6Z 1Y6, BC, Canada; British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver V6Z 2A9, BC, Canada
| | - Thomas Kerr
- Department of Medicine, University of British Columbia, St. Paul's Hospital, 608-1081 Burrard Street, Vancouver V6Z 1Y6, BC, Canada; British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver V6Z 2A9, BC, Canada
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19
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Robbins M, Haroz R, Mazzarelli A, Clements D, Jones CW, Salzman M. Buprenorphine use and disparities in access among emergency department patients with opioid use disorder: A cross-sectional study. J Subst Abuse Treat 2021; 130:108405. [PMID: 34118697 DOI: 10.1016/j.jsat.2021.108405] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Revised: 02/09/2021] [Accepted: 04/07/2021] [Indexed: 11/25/2022]
Abstract
BACKGROUND Buprenorphine, a partial mu-opioid agonist and kappa-opioid antagonist, is an approved treatment for opioid use disorder (OUD). Studies demonstrate that buprenorphine decreases cravings for other opioids, effectively ameliorates withdrawal symptoms, and decreases opioid overdose and mortality. However, buprenorphine remains under-utilized. Despite its low potential for misuse, research has reported wide use of non-prescribed buprenorphine, seemingly for its effectiveness in treating withdrawal and helping to maintain sobriety. We designed our study to describe patient experiences with both prescribed and non-prescribed buprenorphine usage and to identify potential disparities in buprenorphine access within a high-risk population of patients with OUD. METHODS This was a cross-sectional study conducted in the emergency department (ED) of a large inner-city university hospital from January 15, 2015, through April 30, 2018. Patients were eligible to participate in the study if they presented with opioid intoxication or after an opioid overdose and were 18 years of age or older. Research assistants administered surveys after the ED team deemed an eligible patient to be clinically sober. RESULTS The study enrolled 423 patients. Most patients in this study were white (59.8%) and male (77.5%), with a mean age of 37.5 years. A majority of patients (58.4%) had Medicaid insurance. Of those, 15.8% had previously been on medication for opioid use disorder (MOUD) with methadone, and 16.3% received outpatient buprenorphine. Most (72.8%, 95% CI 68.6-77.0%) respondents reported having used buprenorphine at one point. Of the participants reporting prior buprenorphine use, 15.5% had either traded, shared, or sold their buprenorphine in the past. Patients who obtained non-prescribed buprenorphine generally purchased it from a dealer, took only 8 mg at a time, and paid $10 per dose. Of those patients with a history of using buprenorphine, only 3.2% reported taking buprenorphine for euphoric effects, though 45.5% of participants declined to provide a specific reason for using the drug. Patients younger than 40 were more likely than those older than 40 to have taken buprenorphine in the past (81% vs 60%, p < 0.001). Further, white patients were more likely than nonwhite patients to have both used (42% vs 31%) and been prescribed buprenorphine (46% vs 25%, p < 0.001). DISCUSSION Familiarity with buprenorphine is high among patients with OUD, and our data show that there is a strong demand among these patients for access to legal buprenorphine-based treatment programs. However, a variety of issues hamper access to this medication. Most patients in our study reported having been to an in-patient detox or rehabilitation program, yet only 16% of patients participated in a buprenorphine-based program. Furthermore, less than half of patients surveyed (37%) received a prescription for buprenorphine, and few participants reported taking buprenorphine for euphoric effects. Our findings suggest that a major barrier exists in legally obtaining buprenorphine for treatment of OUD, and that there appear to be racial and other disparities in buprenorphine prescribing, further limiting access to patients. Buprenorphine access needs to be expanded to satisfy the unmet need for appropriate treatment of those struggling with OUD, with particular attention to older and nonwhite patients.
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Affiliation(s)
- Matthew Robbins
- Department of Psychiatry, UConn Health, 263 Farmington Ave, MC 1410, Farmington, CT 06030, United States of America; Cooper Medical School of Rowan University, 401 Broadway, Camden, NJ 08103, United States of America
| | - Rachel Haroz
- Cooper Medical School of Rowan University, 401 Broadway, Camden, NJ 08103, United States of America; Cooper University Hospital, Department of Emergency Medicine, Keleman 152, 1 Cooper Plaza, Camden, NJ 08103, United States of America
| | - Anthony Mazzarelli
- Cooper Medical School of Rowan University, 401 Broadway, Camden, NJ 08103, United States of America; Cooper University Hospital, Department of Emergency Medicine, Keleman 152, 1 Cooper Plaza, Camden, NJ 08103, United States of America
| | - David Clements
- Cooper University Hospital, Department of Psychiatry, 1 Cooper Plaza, Camden, NJ 08103, United States of America
| | - Christopher W Jones
- Cooper Medical School of Rowan University, 401 Broadway, Camden, NJ 08103, United States of America; Cooper University Hospital, Department of Emergency Medicine, Keleman 152, 1 Cooper Plaza, Camden, NJ 08103, United States of America
| | - Matthew Salzman
- Cooper Medical School of Rowan University, 401 Broadway, Camden, NJ 08103, United States of America; Cooper University Hospital, Department of Emergency Medicine, Keleman 152, 1 Cooper Plaza, Camden, NJ 08103, United States of America.
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Silverstein SM, Daniulaityte R, Getz K, Zule W. "It's Crazy What Meth Can Help You Do": Lay Beliefs, Practices, and Experiences of Using Methamphetamine to Self-Treat Symptoms of Opioid Withdrawal. Subst Use Misuse 2021; 56:1687-1696. [PMID: 34279180 DOI: 10.1080/10826084.2021.1949612] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
BACKGROUND Across the U.S., methamphetamine use is expanding among people who use illicit opioids (PWUIO). Motives for methamphetamine use must be contextualized within the experiences of PWUIO, who may use methamphetamine not only to achieve euphoria, but also as a tactic of self-management. The overall aim of this study is to contextualize lay beliefs, practices, and experiences of methamphetamine use as a form of self-treatment of symptoms related to chronic opioid use among PWUIO in the Dayton Metro Area of Southwest Ohio, an epicenter of the ongoing opioid crisis. METHODS This paper draws on two phases of interviews conducted with 38 individuals who use both heroin/fentanyl and methamphetamine. This paper primarily analyzes qualitative data but includes supplementary information from the structured interview component. Qualitative interview sections were transcribed in their entirety and thematically analyzed. RESULTS Participants described learning about methamphetamine as a tactic to treat opioid withdrawal symptoms through social networks and through personal experimentation. Many participants suggested that methamphetamine was helpful in relieving exhaustion, alleviating some acute physical symptoms of opioid withdrawal, and providing a psychological distraction, although some admitted that methamphetamine use could incur additional health risks. To effectively use methamphetamine as a tactic of self-treatment, participants emphasized the importance of timing and dosing. DISCUSSION Among PWUIO in the Dayton area, methamphetamine use as a tactic to self-manage opioid withdrawal must be studied in relation to historical and evolving patterns of illicit opioid use and associated risks. More research is needed to understand the long-term health impacts of this emergent practice of polydrug use.
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Affiliation(s)
- Sydney M Silverstein
- Center for Interventions, Treatment, and Addictions Research/Department of Population and Public Health Sciences, Wright State University Boonshoft School of Medicine, Dayton, Ohio, USA
| | | | - Kylie Getz
- Wright State University, Dayton, Ohio, USA
| | - William Zule
- Center for Global Health, RTI International, Durham, North Carolina, USA
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21
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Kavanaugh PR, McLean K. Motivations for Diverted Buprenorphine Use in a Multisite Qualitative Study. JOURNAL OF DRUG ISSUES 2020. [DOI: 10.1177/0022042620941796] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Drawing on a multisite sample of 40 persons who sell, share, or use diverted buprenorphine to manage opioid use disorder, in this study we describe why individuals seek to obtain buprenorphine outside of formal treatment contexts, and between-site variation regarding their motives and means. Findings indicate that both the provision and purchase of diverted buprenorphine support user-defined risk minimization strategies to avoid withdrawal, reduce heroin use, and satiate opioid cravings in periods of lowered tolerance. We also found that a subset of the sample used buprenorphine recreationally, and that it functioned to extend or augment illicit drug use careers. Implications of the findings are discussed in light of federal and state drug control and treatment policies.
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Bluthenthal RN, Simpson K, Ceasar RC, Zhao J, Wenger L, Kral AH. Opioid withdrawal symptoms, frequency, and pain characteristics as correlates of health risk among people who inject drugs. Drug Alcohol Depend 2020; 211:107932. [PMID: 32199668 PMCID: PMC7259345 DOI: 10.1016/j.drugalcdep.2020.107932] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/25/2019] [Revised: 02/13/2020] [Accepted: 02/14/2020] [Indexed: 11/16/2022]
Abstract
OBJECTIVE Opioid withdrawal symptoms are widely understood to contribute to health risk but have rarely been measured in community samples of opioid using people who inject drugs (PWID). METHODS Using targeted sampling methods, 814 PWID who reported regular opioid use (at least 12 uses in the last 30 days) were recruited and interviewed about demographics, drug use, health risk, and withdrawal symptoms, frequency, and pain. Multivariable regression models were developed to examine factors associated with any opioid withdrawal, withdrawal frequency, pain severity, and two important health risks (receptive syringe sharing and non-fatal overdose). RESULTS Opioid withdrawal symptoms were reported by 85 % of participants in the last 6 months, with 29 % reporting at least monthly withdrawal symptoms and 35 % reporting at least weekly withdrawal symptoms. Very or extremely painful symptoms were reported by 57 %. In separate models, we found any opioid withdrawal (adjusted odds ratio [AOR] = 2.75, 95 % confidence interval [CI] = 1.52, 5.00) and weekly or more opioid withdrawal frequency (AOR = 1.94; 95 % CI = 1.26, 3.00) (as compared to less than monthly) to be independently associated with receptive syringe sharing while controlling for confounders. Any opioid withdrawal (AOR = 1.71; 95 % CI = 1.04, 2.81) was independently associated with nonfatal overdose while controlling for confounders. In a separate model, weekly or more withdrawal frequency (AOR = 1.69; 95 % CI = 1.12, 2.55) and extreme or very painful withdrawal symptoms (AOR = 1.53; 95 % CI = 1.08, 2.16) were associated with nonfatal overdose as well. CONCLUSIONS Withdrawal symptoms among PWID increase health risk. Treatment of withdrawal symptoms is urgently needed and should include buprenorphine dispensing.
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Affiliation(s)
- Ricky N Bluthenthal
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, 2001 N. Soto Street, Los Angeles, 90032 CA, United States of America.
| | - Kelsey Simpson
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, 2001 N. Soto Street, Los Angeles, 90032 CA, United States of America
| | - Rachel Carmen Ceasar
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, 2001 N. Soto Street, Los Angeles, 90032 CA, United States of America
| | - Johnathan Zhao
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, 2001 N. Soto Street, Los Angeles, 90032 CA, United States of America
| | - Lynn Wenger
- Behavioral Health Research Division, RTI International, 2150 Shattuck Avenue, Suite 800, Berkeley, 94704 CA, United States of America
| | - Alex H Kral
- Behavioral Health Research Division, RTI International, 2150 Shattuck Avenue, Suite 800, Berkeley, 94704 CA, United States of America
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Townsend EA, Bremer PT, Faunce KE, Negus SS, Jaster AM, Robinson HL, Janda KD, Banks ML. Evaluation of a Dual Fentanyl/Heroin Vaccine on the Antinociceptive and Reinforcing Effects of a Fentanyl/Heroin Mixture in Male and Female Rats. ACS Chem Neurosci 2020; 11:1300-1310. [PMID: 32271538 DOI: 10.1021/acschemneuro.0c00064] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Opioid-targeted vaccines represent an emerging treatment strategy for opioid use disorder. To determine whether concurrent vaccination against two commonly abused opioids (fentanyl and heroin) would confer broader spectrum opioid coverage, the current study evaluated dual fentanyl/heroin conjugate vaccine effectiveness using a warm water tail-withdrawal and a fentanyl/heroin-vs-food choice procedure in male and female rats across a 105-day observation period. Vaccine administration generated titers of high-affinity antibodies to both fentanyl and heroin sufficient to decrease the antinociceptive potency of fentanyl (25-fold), heroin (4.6-fold), and a 1:27 fentanyl/heroin mixture (7.5-fold). Vaccination did not alter the antinociceptive potency of the structurally dissimilar opioid agonist methadone. For comparison, continuous treatment with a naltrexone dose (0.032 mg/kg/h) shown previously to produce clinically relevant plasma-naltrexone levels decreased the antinociceptive potency of fentanyl, heroin, and the 1:27 fentanyl/heroin mixture by approximately 20-fold. Naltrexone treatment also shifted the potency of 1:27 fentanyl/heroin mixture in a drug-vs-food choice self-administration procedure 4.3-fold. In contrast, vaccination did not attenuate 1:27 fentanyl/heroin mixture self-administration in the drug-vs-food choice procedure. These data demonstrate that a vaccine can simultaneously attenuate the thermal antinociceptive effects of two structurally dissimilar opioids. However, the vaccine did not attenuate fentanyl/heroin mixture self-administration, suggesting a greater magnitude of vaccine responsiveness is required to decrease opioid reinforcement relative to antinociception.
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Affiliation(s)
- E. Andrew Townsend
- Department of Pharmacology and Toxicology, Virginia Commonwealth University School of Medicine, Richmond, Virginia 23298, United States
| | - Paul T. Bremer
- Departments of Chemistry and Immunology and Microbial Science, Skaggs Institute for Chemical Biology, Worm Institute for Research and Medicine, The Scripps Research Institute, La Jolla, California 92037, United States
| | - Kaycee E. Faunce
- Department of Pharmacology and Toxicology, Virginia Commonwealth University School of Medicine, Richmond, Virginia 23298, United States
| | - S. Stevens Negus
- Department of Pharmacology and Toxicology, Virginia Commonwealth University School of Medicine, Richmond, Virginia 23298, United States
| | - Alaina M. Jaster
- Department of Pharmacology and Toxicology, Virginia Commonwealth University School of Medicine, Richmond, Virginia 23298, United States
| | - Hannah L. Robinson
- Department of Pharmacology and Toxicology, Virginia Commonwealth University School of Medicine, Richmond, Virginia 23298, United States
| | - Kim D. Janda
- Departments of Chemistry and Immunology and Microbial Science, Skaggs Institute for Chemical Biology, Worm Institute for Research and Medicine, The Scripps Research Institute, La Jolla, California 92037, United States
| | - Matthew L. Banks
- Department of Pharmacology and Toxicology, Virginia Commonwealth University School of Medicine, Richmond, Virginia 23298, United States
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Townsend EA, Banks ML. Preclinical Evaluation of Vaccines to Treat Opioid Use Disorders: How Close are We to a Clinically Viable Therapeutic? CNS Drugs 2020; 34:449-461. [PMID: 32248427 PMCID: PMC7223115 DOI: 10.1007/s40263-020-00722-8] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
The ongoing opioid crisis, now into its second decade, represents a global public health challenge. Moreover, the opioid crisis has manifested despite clinical access to three approved opioid use disorder medications: the full opioid agonist methadone, the partial opioid agonist buprenorphine, and the opioid antagonist naltrexone. Although current opioid use disorder medications are underutilized, the ongoing opioid crisis has also identified the need for basic research to develop both safer and more effective opioid use disorder medications. Emerging preclinical evidence suggests that opioid-targeted vaccines or immunopharmacotherapies may be promising opioid use disorder therapeutics. One premise for this article is to critically examine whether vaccine effectiveness evaluated using preclinical antinociceptive endpoints is predictive of vaccine effectiveness on abuse-related endpoints such as drug self-administration, drug discrimination, and conditioned place preference. A second premise is to apply decades of knowledge in the preclinical evaluation of candidate small-molecule therapeutics for opioid use disorder to the preclinical evaluation of candidate opioid use disorder immunopharmacotherapies. We conclude with preclinical experimental design attributes to enhance preclinical-to-clinical translatability and potential future directions for immunopharmacotherapies to address the dynamic illicit opioid environment.
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Affiliation(s)
- E Andrew Townsend
- Department of Pharmacology and Toxicology, Virginia Commonwealth University, 410 North 12th St, Box 980613, Richmond, VA, 23298, USA
| | - Matthew L Banks
- Department of Pharmacology and Toxicology, Virginia Commonwealth University, 410 North 12th St, Box 980613, Richmond, VA, 23298, USA.
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25
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Silverstein SM, Daniulaityte R, Miller SC, Martins SS, Carlson RG. On my own terms: Motivations for self-treating opioid-use disorder with non-prescribed buprenorphine. Drug Alcohol Depend 2020; 210:107958. [PMID: 32203863 PMCID: PMC7190448 DOI: 10.1016/j.drugalcdep.2020.107958] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/03/2019] [Revised: 03/05/2020] [Accepted: 03/07/2020] [Indexed: 11/29/2022]
Abstract
INTRODUCTION The opioid overdose crisis in the United States has prompted an expansion of treatment services, including pharmacotherapy with buprenorphine. However, many people who use illicit opioids (PWUIO) self-treat their opioid-use disorder (OUD) with non-prescribed buprenorphine (NPB) in lieu of attending formal treatment. The present study aims to qualitatively understand motivations of people who are self-treating their OUD with NPB. METHODS Qualitative study designed to supplement and contextualize quantitative findings from natural history study of buprenorphine diversion, self-treatment, and use of substance use disorder treatment services. Interviews were audio-recorded, transcribed, systematically coded and analyzed via Iterative Categorization. STUDY SETTING The Dayton, Ohio metropolitan area in the midwestern United States; a site previously characterized as high impact in the national opioid overdose crisis. PARTICIPANTS Sixty-five individuals (35 men and 30 women) who met the DSM-5 criteria for OUD (moderate or severe) and had used NPB at least one time in the six months prior to their intake interview. RESULTS Participants described four key motivators for self-treating with NPB: perceived demands of formal treatment, the desire to utilize non-prescribed buprenorphine in combination with a geographic relocation, to self-initiate treatment while preparing for formal services, and to bolster a sense of self-determination and agency in their recovery trajectory. CONCLUSIONS Use of NPB is a recognized self-treatment modality among PWUIO, with some PWUIO transitioning into sustained recovery episodes or enrollment in formal treatment. Understanding the motivations for opting out of treatment is crucial for improving forms of care for people with OUD.
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Affiliation(s)
- Sydney M. Silverstein
- Center for Interventions, Treatment, and Addictions Research, Department of Population and Public Health Sciences, Boonshoft School of Medicine, Wright State University; 3171 Research Blvd, Kettering, OH, USA
| | - Raminta Daniulaityte
- College of Health Solutions, Arizona State University, 425 N 5(th)Street, Arizona Biomedical Collaborative 121, Phoenix, AZ, 85004, USA.
| | - Shannon C. Miller
- Dayton VA Medical Center/Middletown CBOC; 4337 Union Road, Middletown, OH 45005,Departments of Psychiatry & Population and Public Health Sciences, Boonshoft School of Medicine, Wright State University; 3171 Research Blvd, Kettering, OH, USA
| | - Silvia S. Martins
- Columbia University Mailman School of Public Health, 722 West 168th Street 5th Floor Room 509, New York, NY, USA
| | - Robert G. Carlson
- Center for Interventions, Treatment, and Addictions Research, Department of Population and Public Health Sciences, Boonshoft School of Medicine, Wright State University; 3171 Research Blvd, Kettering, OH, USA
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Carlson RG, Daniulaityte R, Silverstein SM, Nahhas RW, Martins SS. Unintentional drug overdose: Is more frequent use of non-prescribed buprenorphine associated with lower risk of overdose? THE INTERNATIONAL JOURNAL OF DRUG POLICY 2020; 79:102722. [PMID: 32311513 PMCID: PMC9387534 DOI: 10.1016/j.drugpo.2020.102722] [Citation(s) in RCA: 67] [Impact Index Per Article: 13.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2019] [Revised: 02/21/2020] [Accepted: 03/04/2020] [Indexed: 12/22/2022]
Abstract
BACKGROUND Unintentional drug overdoses have reached epidemic levels in the U.S. This study tests the hypothesis that people who have used non-prescribed buprenorphine more frequently in the past six months were less likely to experience a drug overdose during that same time period. METHODS Participants age 18 years or older with opioid use disorder who reported use of non-prescribed buprenorphine in the last six months were recruited from the Dayton, Ohio, area using a combination of targeted and modified respondent-driven sampling. Participants completed a structured interview, including six-month timeline follow-back, after informed consent. Logistic regression was used to test the association between (log-transformed) frequency of non-prescribed buprenorphine use and overdose in the previous six months, adjusted for confounding due to sex, homelessness, incarceration, substance use treatment, previous overdose, heroin/fentanyl injection, psychiatric comorbidity, and (log-transformed) frequencies of other (non-opioid) drug use. RESULTS Almost 89% of 356 participants were white, 50.3% were male, and 78.1% had high school or greater education. Over 27% (n = 98) reported experiencing an overdose in the past six months. After adjusting for confounding, greater frequency of non-prescribed buprenorphine use was significantly associated with lower risk of overdose (AOR = 0.81, 95% CI = 0.66, 0.98; p = .0286). Experiencing an overdose more than six months ago (AOR = 2.19, 95% CI = 1.24, 3.97); injection as the most common route of administration of heroin/fentanyl (AOR = 2.49, 95% CI = 1.36, 4.71); and frequency of methamphetamine use (AOR = 1.13, 95% CI = 1.02, 1.27) were strongly associated with increased risk of recent overdose in multivariable analysis. DISCUSSION The findings support our hypothesis that higher frequency of non-prescribed buprenorphine use is associated with lower risk of drug overdose, a potential harm reduction consequence of diversion. Improving the availability of buprenorphine though standard substance use disorder treatment, primary care, and other innovative methods is urgently needed.
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Affiliation(s)
- Robert G Carlson
- Center for Interventions, Treatment, and Addictions Research, Department of Population and Public Health Sciences, Boonshoft School of Medicine, Wright State University, 3171 Research Blvd, Suite 124, Kettering, OH 45420, USA.
| | - Raminta Daniulaityte
- College of Health Solutions, Arizona State University, 425 N 5th Avenue, Arizona Biomedical Center Room 121, Phoenix, AZ 85004
| | - Sydney M Silverstein
- Center for Interventions, Treatment, and Addictions Research, Department of Population and Public Health Sciences, Boonshoft School of Medicine, Wright State University, 3171 Research Blvd, Suite 124, Kettering, OH 45420, USA
| | - Ramzi W Nahhas
- Department of Population and Public Health Sciences, Boonshoft School of Medicine, Wright State University, 3123 Research Blvd, Kettering, OH 45420, USA; Department of Psychiatry, 627 Edwin C. Moses Blvd, Dayton, OH, USA
| | - Silvia S Martins
- Department of Epidemiology, Columbia University Mailman School of Public Health, New York, NY 10032, USA
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Daniulaityte R, Silverstein SM, Crawford TN, Martins SS, Zule W, Zaragoza AJ, Carlson RG. Methamphetamine Use and Its Correlates among Individuals with Opioid Use Disorder in a Midwestern U.S. City. Subst Use Misuse 2020; 55:1781-1789. [PMID: 32441178 PMCID: PMC7473491 DOI: 10.1080/10826084.2020.1765805] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Background: U.S. is experiencing a surging trend of methamphetamine use among individuals who use opioids. More research is needed to characterize this emerging "twin epidemic." Objectives: The study aims to identify social and behavioral characteristics associated with methamphetamine use among individuals with opioid use disorder (OUD) in the Dayton, Ohio, area, an epicenter of the opioid crisis and an emerging frontier of methamphetamine epidemic. Methods: 357 adult individuals with current OUD were recruited using targeted and respondent-driven sampling. Structured interviews collected information on social and drug use characteristics. Multivariable Logistic Regression was used to identify characteristics associated with the past 6-month use of methamphetamine. Results: 49.7% were female, and 88.8% were non-Hispanic whites. 55.6% used methamphetamine in the past 6-months, and 84.9% reported first use of methamphetamine after initiation of illicit opioids. Methamphetamine use was associated with homelessness (aOR = 2.46, p = .0001), lifetime history of diverted pharmaceutical stimulant use (aOR = 2.97, p < .001), injection route of heroin/fentanyl use (aOR = 1.89, p = .03), preference for fentanyl over heroin (aOR = 1.82, p = .048), lifetime history of extended-release injectable naltrexone (Vivitrol)-based treatment (aOR = 2.89, p = .003), and more frequent marijuana use (aOR = 1.26, p = .04). Discussion: The findings point to the complexity of motivational and behavioral pathways associated with methamphetamine and opioid co-use, ranging from self-treatment and substitution behaviors, attempts to endure homelessness, and greater risk taking to experience euphoria. More research is needed to understand the causal relationships and the association between methamphetamine and Vivitrol use. Public health responses to the opioid crisis need to be urgently expanded to address the growing epidemic of methamphetamine use.
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Affiliation(s)
| | - Sydney M Silverstein
- Center for Interventions, Treatment, and Addictions Research, Department of Population and Public Health Sciences, Boonshoft School of Medicine, Wright State University, Dayton, Ohio, USA
| | - Timothy N Crawford
- Department of Population and Public Health Sciences, Boonshoft School of Medicine, Wright State University, Dayton, Ohio, USA
| | - Silvia S Martins
- Department of Epidemiology, Columbia University Mailman School of Public Health, New York City, New York, USA
| | - William Zule
- Center for Global Health, International, Research Triangle Park, Durham, North Carolina, USA
| | - Angela J Zaragoza
- Center for Interventions, Treatment, and Addictions Research, Department of Population and Public Health Sciences, Boonshoft School of Medicine, Wright State University, Dayton, Ohio, USA
| | - Robert G Carlson
- Center for Interventions, Treatment, and Addictions Research, Department of Population and Public Health Sciences, Boonshoft School of Medicine, Wright State University, Dayton, Ohio, USA
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28
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Silverstein SM, Daniulaityte R, Martins SS, Miller SC, Carlson RG. "Everything is not right anymore": Buprenorphine experiences in an era of illicit fentanyl. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2019; 74:76-83. [PMID: 31563098 PMCID: PMC6914257 DOI: 10.1016/j.drugpo.2019.09.003] [Citation(s) in RCA: 106] [Impact Index Per Article: 17.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2019] [Revised: 09/04/2019] [Accepted: 09/12/2019] [Indexed: 01/02/2023]
Abstract
BACKGROUND Conducted in the Dayton Metropolitan area of Southwestern Ohio, this qualitative study explores the self-treatment practices of people who use illicit opioids (PWUIO) amidst the new risk environment produced by illicit, non-pharmaceutical fentanyl (NPF). We explore local perceptions of the presence of NPF in the Dayton area, and how this has both positively and negatively impacted practices of non-prescribed buprenorphine use among PWUIO. METHODS This study analyzes qualitative data from 63 interviews conducted between October 2018 and June 2019. Participants were selected from a larger longitudinal study on non-prescribed buprenorphine use among individuals with opioid use disorder. Qualitative interviews were transcribed in their entirety, and their transcriptions were analyzed using NVivo software, drawing on a mix of thematic and inductive coding. RESULTS Interview respondents ranged from 19 to 70 years old, with a mean age of 38.9 years. 54% of them were male, and 85.7% identified as non-Hispanic White. 98.4% of the sample had used heroin, and 93.7% of the sample reported use of NPF. Participants agreed NPF dominated the illicit opioids market in the area, and was perceived as both dangerous and desirable. The domination of NPF and associated overdose experiences prompted some to seek positive change and initiate self-treatment with non-prescribed buprenorphine. For others, NPF sabotaged established practices of harm reduction, as unanticipated experiences of precipitated withdrawals prompted some participants to give up non-prescribed buprenorphine use as a tactic of self-treatment. DISCUSSION The changing nature of heroin/NPF necessarily gives rise to new beliefs surrounding self-treatment attempts, treatment seeking behaviors, and harm reduction practices. While buprenorphine treatment continues to offer promising results for treating opioid use disorders, it is urgent to reconsider how the unpredictable biochemical mixture of NPFs circulating on the streets today may impact the initiation and success of treatment.
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Affiliation(s)
- Sydney M Silverstein
- Center for Interventions, Treatment, and Addictions Research, Department of Population and Public Health Sciences, Boonshoft School of Medicine, Wright State University, 3171 Research Blvd, Kettering, OH, United States.
| | - Raminta Daniulaityte
- Center for Interventions, Treatment, and Addictions Research, Department of Population and Public Health Sciences, Boonshoft School of Medicine, Wright State University, 3171 Research Blvd, Kettering, OH, United States.
| | - Silvia S Martins
- Columbia University Mailman School of Public Health, 722 West 168th Street 5th Floor Room 509, New York, NY, United States.
| | - Shannon C Miller
- Dayton VA Medical Center/Middletown CBOC, Mental Health Service, 4337 Union Road, Middletown, OH 45005, United States; Departments of Psychiatry & Population and Public Health Sciences, Boonshoft School of Medicine, Wright State University, 3171 Research Blvd, Kettering, OH, United States.
| | - Robert G Carlson
- Center for Interventions, Treatment, and Addictions Research, Department of Population and Public Health Sciences, Boonshoft School of Medicine, Wright State University, 3171 Research Blvd, Kettering, OH, United States.
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