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Lin C, Cousins SJ, Zhu Y, Clingan SE, Mooney LJ, Kan E, Wu F, Hser YI. A scoping review of social determinants of health's impact on substance use disorders over the life course. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2024; 166:209484. [PMID: 39153733 PMCID: PMC11418584 DOI: 10.1016/j.josat.2024.209484] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/08/2024] [Revised: 06/14/2024] [Accepted: 08/13/2024] [Indexed: 08/19/2024]
Abstract
BACKGROUND Substance use is a public crisis in the U.S. Substance use can be understood as a series of events in the life course, from initiation to mortality. Social Determinants of Health (SDoH) have increasingly been recognized as essential contributors to individuals' health. This scoping review aims to examine available evidence of SDoH impact on the life course of substance use disorder (SUD). METHODS This study identified peer-reviewed articles that reported longitudinal studies with SDoH factors as independent variables and substance use and disorders as dependent variables from PubMed, Embase, and Web of Science. The reported associations between SDoH and substance use stages over the life course were narratively and graphically summarized. RESULTS Among the 50 studies identified, ten revealed parental monitoring/support and early childhood education as protective factors, while negative peer influences and neighborhood instability were risk factors of substance use initiation. Nineteen articles reported factors associated with escalation in substance use, including unemployment, neighborhood vulnerability, negative peer influence, violence/trauma, and criminal justice system (CJS) involvement. Ten articles suggested that employment, social support, urban living, and low-barrier medication treatment facilitated treatment participation, while stigma and CJS involvement had negative impact on treatment trajectory. Social support and employment could foster progress in recovery and CJS involvement and unstable housing deterred recovery. Four studies suggested that unemployment, unstable housing, CJS involvement, and lack of social support were associated with overdose and mortality. CONCLUSIONS This review underscores the influence of social networks and early life experiences on the life course of SUD. Future SDoH research should investigate overdose and mortality and the impact of broader upstream SDoH on SUD. Interventions addressing these social factors are needed to mitigate their detrimental effects on the trajectories of SUD over the life course.
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Affiliation(s)
- Chunqing Lin
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, CA, 90024, United States of America
| | - Sarah J Cousins
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, CA, 90024, United States of America
| | - Yuhui Zhu
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, CA, 90024, United States of America
| | - Sarah E Clingan
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, CA, 90024, United States of America
| | - Larissa J Mooney
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, CA, 90024, United States of America; VA Greater Los Angeles Healthcare System, Los Angeles, CA 90073, United States of America
| | - Emily Kan
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, CA, 90024, United States of America
| | - Fei Wu
- Los Angeles County Chief Executive Office, Los Angeles, CA 90012, United States of America
| | - Yih-Ing Hser
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, CA, 90024, United States of America.
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Nazmin F, Nath TS, Limbaña TA, Murugan V, Garcia J, Singareddy S. Systematic Review on Mortality in the Elderly on Methadone Maintenance Treatment. Cureus 2024; 16:e68910. [PMID: 39381465 PMCID: PMC11461037 DOI: 10.7759/cureus.68910] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2024] [Accepted: 09/07/2024] [Indexed: 10/10/2024] Open
Abstract
Opioid dependence is a serious public health concern, particularly for older individuals who have a high prevalence of comorbid conditions. To effectively manage opioid use disorder (OUD), methadone maintenance treatment (MMT) is crucial; however, the MMT poses certain challenges for the aging population. The purpose of this review is to evaluate the impact of MMT on health outcomes, identify predictive factors for mortality, and assess mortality rates among older individuals receiving MMT. A systematic search was performed across databases, including PubMed, Scopus, Web of Science, and Google Scholar, adhering to the Preferred Reporting Items for Systematic reviews and Meta-Analyses (PRISMA) guidelines. Studies included were published between January 2000 and December 2023, focused on elderly patients (60 years of age and older) receiving MMT and provided information on death rates. A total of 15 studies were examined. The main causes of death for older MMT patients were overdose, respiratory issues, and cardiovascular diseases. The annual mortality rates for these patients ranged from 2% to 10%. Treatment outcomes and mortality were significantly impacted by comorbid conditions. Greater treatment adherence and longer care periods were observed in older individuals, which correlated with better health outcomes and lower mortality. This review makes clear how elderly MMT patients with addiction and chronic health issues require integrated care models. Treatment effectiveness may be further increased by gender-specific interventions. For this aging population, policy reforms and enhanced healthcare support are essential. To enhance clinical results and lower mortality rates among older individuals enrolled in MMT programs, comprehensive age-appropriate care models are crucial. Long-term health outcomes should be investigated further and evidence-based treatments for older individuals with OUD should be developed.
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Affiliation(s)
| | | | - Therese Anne Limbaña
- Research, California Institute of Behavioral Neurosciences and Psychology, Fairfield, USA
- Dermatology, College of Osteopathic Medicine, New York Institute of Technology, Old Westbury, USA
| | - Vignesh Murugan
- Internal Medicine, California Institute of Behavioral Neurosciences and Psychology, Fairfield, USA
| | - Jian Garcia
- Internal Medicine, California Institute of Behavioral Neurosciences and Psychology, Fairfield, USA
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Rudolph JE, Cepeda JA, Astemborski J, Kirk GD, Mehta SH, German D, Genberg BL. Longitudinal patterns of use of stimulants and opioids in the AIDS linked to the IntraVenous experience cohort, 2005-2019. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2024; 126:104364. [PMID: 38408416 PMCID: PMC11056308 DOI: 10.1016/j.drugpo.2024.104364] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Revised: 01/30/2024] [Accepted: 02/16/2024] [Indexed: 02/28/2024]
Abstract
BACKGROUND Overdoses involving opioids and stimulants are on the rise, yet few studies have examined longitudinal trends in use of both substances. We sought to describe use and co-use of opioids and stimulants, 2005-2019, in the AIDS Linked to the Intravenous Experience (ALIVE) cohort - a community-based cohort of people with a history of injection drug use living in or near Baltimore, MD. METHODS We included 2083 ALIVE participants, who had at least two visits during the study period. Our outcome was based on self-reported use of opioids and stimulants in the prior 6 months. We estimated prevalence of 4 categories of use (neither stimulants nor opioids, only stimulants, only opioids, stimulants and opioids), using a non-parametric multi-state model, accounting for the competing event of death and weighting for informative loss to follow-up. All analyses were stratified by enrollment cohort, with the main analysis including participants who enrolled prior to 2015 and a sub-analysis including participants who enrolled 2015-2018. RESULTS In the main analysis, prevalence of using stimulants and opioids decreased from 38 % in 2005 to 12 % 2013 but stabilized from 2014 onwards (13-19 %). The prevalence of using only stimulants (7-11 %) and only opioids (5-10 %) was stable across time. Participants who reported using both were more likely to report homelessness, depression, and other substance use (e.g., marijuana and heavy alcohol use) than participants in the other use categories. On average, 65 % of visits with use of both were followed by a subsequent visit with use of both; of participants transitioning out of using both, 13% transitioned to using neither. CONCLUSIONS While use of stimulants and opioids declined in the cohort through 2013, a meaningful proportion of participants persistently used both. More research is needed to understand and develop strategies to mitigate harms associated with persistent use of both stimulants and opioids.
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Affiliation(s)
- Jacqueline E Rudolph
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA.
| | - Javier A Cepeda
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Jacquie Astemborski
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Gregory D Kirk
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA; Division of Infectious Diseases, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Shruti H Mehta
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Danielle German
- Department of Health, Behavior & Society, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Becky L Genberg
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
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Kim HS, Tabri N, Hodgins DC. A 5-year longitudinal examination of the co-occurring patterns of gambling and other addictive behaviors. Addict Behav 2024; 149:107894. [PMID: 37925845 DOI: 10.1016/j.addbeh.2023.107894] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Revised: 10/17/2023] [Accepted: 10/25/2023] [Indexed: 11/07/2023]
Abstract
OBJECTIVE We examined the co-occurring patterns of problem gambling and substance/behavioral addiction severity over a five-year period and the predictors of the different co-occurring patterns of problem gambling and addiction severity. METHODS We conducted a secondary analysis of the Quinte Longitudinal Study (QLS) data. The QLS is a 5-year prospective longitudinal study of gambling and problem gambling in the Quinte Region in Southern Ontario. The QLS consists of a total of 4,121 participants, including a sample of participants at risk of developing problem gambling. Severity of problem gambling, substance use, and behavioral addictions were used to examine their co-occurring patterns over time. Predictors of the co-occurring patterns included the presence of mental health disorders, personality, stress, happiness, lifesatisfaction, social support, family history, and demographics. RESULTS Six co-occurring patterns of problem gambling and addiction severity were identified. The largest co-occurring pattern was characterized by concurrent decrease in gambling and other addictive behaviors. Several co-occurring patterns were characterized by moderate-to-severe problem gambling and other addiction severity that remained stable over time. No co-occurring pattern represented a decrease in gambling followed by increase in other addictive behaviors (e.g., addiction substitution). The presence of mental health disorders, stress, and lifesatisfaction significantly predicted the different co-occurring patterns. CONCLUSIONS Taken together, the results suggest that in a non-clinical sample, gambling and other co-occurring addictive behaviors are likely to simultaneously decrease over time. Comorbidity of mental health disorders significantly influences co-occurring patterns of gambling and other addictive behaviors.
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Affiliation(s)
- Hyoun S Kim
- Department of Psychology, Toronto Metropolitan University, 350 Victoria Street, Toronto, ON M5B 2K3, Canada; University of Ottawa Institute of Mental Health Research at The Royal, 1145 Carling Ave, Ottawa, ON K1Z 7K4, Canada; Department of Psychology, University of Calgary, 2500 University Drive NW, Calgary, AB T2N 1N4, Canada
| | - Nassim Tabri
- Department of Psychology, Carleton University, Ottawa, ON, Canada, 1125 Colonel By Drive, Ottawa, ON K1S 5B6, Canada; Mental Health and Well-being Research and Training Hub, Carleton University, 1125 Colonel By Drive, Ottawa, ON K1S 5B6, Canada.
| | - David C Hodgins
- Department of Psychology, University of Calgary, 2500 University Drive NW, Calgary, AB T2N 1N4, Canada.
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Moryl N, Mendoza TR, Horn SD, Eustaquio JC, Cleeland CS, Inturrisi C. Should We Use COMM (Current Opioid Misuse Measure) to Screen for Opioid Abuse in Patients With Cancer Pain? J Natl Compr Canc Netw 2023; 21:1132-1140.e3. [PMID: 37935105 PMCID: PMC11110681 DOI: 10.6004/jnccn.2023.7054] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2022] [Accepted: 06/26/2023] [Indexed: 11/09/2023]
Abstract
BACKGROUND Growing concerns about opioid use disorder (OUD) and the resulting decrease in opioid availability for patients with cancer pain highlight the need for reliable screening tools to identify the subset of patients at increased risk for aberrant opioid use. Our study examines the utility of Current Opioid Misuse Measure (COMM) recommended by the NCCN Clinical Practice Guidelines in Oncology for Adult Cancer Pain. PATIENTS AND METHODS We analyzed prospectively collected patient-reported outcomes of 444 consecutive patients with cancer seen in pain clinics of a cancer center at 2 time points within 100 days. The relationship of COMM to other OUD screening tools, pain, opioid doses, patient demographics, and mortality was examined using univariate and multivariable logistic regression. We also examined individual items of COMM for face validity. RESULTS Among 444 patients who completed pain surveys at 2 time points, 157 (35.4%) did not complete COMM surveys. Using a COMM cutoff of ≥13, a total of 84 patients (29.3%; 84/287) scored positive for aberrant drug use. As patients remained on opioids for 49 to 100 days, the likelihood of improving COMM score (turning from positive to negative) was 6.1 times greater than the reverse. The number of patients with COMM ≥13 was 3.8 times higher than the number of patients with CPT diagnostic codes for OUD, 5.3 times higher than those with a positive urine drug screening, and 21 times higher than those with a positive CAGE (Cut Down, Annoyed, Guilty, Eye-Opener Questionnaire) score. COMM ≥13 was not associated with pain relief response (worst pain intensity score ≥2 points on the Brief Pain Inventory), opioid doses, gender, or age. Contrary to the intended use of COMM to identify aberrant opioid use, COMM ≥13 predicted mortality: patients with COMM ≥13 were 1.9 times more likely to die within 12 months. CONCLUSIONS Our study found that using COMM in a cancer population may significantly overestimate the risk of opioid misuse. Using COMM without modifications can create an additional barrier to cancer pain management, such as limiting appropriate opioid use.
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Affiliation(s)
- Natalie Moryl
- Supportive Care Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Tito R Mendoza
- Division of Internal Medicine, Department of Symptom Research, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Susan D Horn
- Health System Innovation and Research Division, University of Utah School of Medicine, Salt Lake City, Utah
| | - Jelyn C Eustaquio
- Jacobs School of Medicine and Biomedical Sciences, State University of New York, University at Buffalo, Buffalo, New York
- Supportive Care Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Charles S Cleeland
- Department of Symptom Research, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Charles Inturrisi
- Department of Pharmacology, Weill Cornell Medical College, New York, New York
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Russell C, Law J, Imtiaz S, Rehm J, Le Foll B, Ali F. The impact of methamphetamine use on medications for opioid use disorder (MOUD) treatment retention: a scoping review. Addict Sci Clin Pract 2023; 18:48. [PMID: 37587456 PMCID: PMC10433668 DOI: 10.1186/s13722-023-00402-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Accepted: 07/28/2023] [Indexed: 08/18/2023] Open
Abstract
BACKGROUND An emerging public health threat of methamphetamine/opioid co-use is occurring in North America, including increases in overdoses related to concomitant methamphetamine/opioid use. This presents a potential risk to established treatments for opioid use disorder (i.e., medications for opioid use disorder [MOUD]). To date, few studies have examined the impact of methamphetamine use on MOUD-related outcomes, and no studies have synthesized data on MOUD retention. METHODS A scoping review was undertaken to examine the impact of methamphetamine use on MOUD retention. All original published research articles were searched in Embase, MEDLINE, PsychINFO, CINAHL, Scopus, Cochrane Central Register of Controlled Trials, Cochrane Database of Systematic Reviews and Cochrane Protocols, and Google scholar databases. Data were extracted into a standardized data extraction chart. Findings were presented narratively. RESULTS All eight included studies demonstrated an increased likelihood of treatment discontinuation or dropout among patients enrolled in MOUD who used methamphetamine. The frequency of methamphetamine use was also associated with MOUD dropout, in that those who used methamphetamine more often were more likely to discontinue MOUD. The definitions and measurements of MOUD retention varied considerably, as did the magnitude of effect size. CONCLUSIONS Results indicate that methamphetamine use has an undesirable impact on MOUD retention and results in an increased risk of treatment discontinuation or dropout. Strategies to identify concurrent methamphetamine use among individuals engaging in MOUD and educate them on the increased risk for dropout should be undertaken. Further research is needed to understand how MOUD retention among patients with concomitant opioid and methamphetamine use can be improved.
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Affiliation(s)
- Cayley Russell
- Centre for Addiction and Mental Health (CAMH) & Ontario Node, Institute for Mental Health Policy Research, Canadian Research Initiative in Substance Misuse (CRISM), 33 Ursula Franklin St., Toronto, ON, M5S 2S1, Canada.
| | - Justine Law
- Centre for Addiction and Mental Health (CAMH) & Ontario Node, Institute for Mental Health Policy Research, Canadian Research Initiative in Substance Misuse (CRISM), 33 Ursula Franklin St., Toronto, ON, M5S 2S1, Canada
| | - Sameer Imtiaz
- Centre for Addiction and Mental Health (CAMH) & Ontario Node, Institute for Mental Health Policy Research, Canadian Research Initiative in Substance Misuse (CRISM), 33 Ursula Franklin St., Toronto, ON, M5S 2S1, Canada
| | - Jürgen Rehm
- Centre for Addiction and Mental Health (CAMH) & Ontario Node, Institute for Mental Health Policy Research, Canadian Research Initiative in Substance Misuse (CRISM), 33 Ursula Franklin St., Toronto, ON, M5S 2S1, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, M5S 1A1, Canada
- Department of Psychiatry, University of Toronto, Toronto, ON, M5S 1A1, Canada
- Institute of Medical Science (IMS), University of Toronto, Toronto, ON, M5S 1A1, Canada
- Institut Für Klinische Psychologie Und Psychotherapie, Technische Universität Dresden, Chemnitzer Str. 46, 01187, Dresden, Germany
- Department of International Health Projects, Institute for Leadership and Health Management, I.M. Sechenov First Moscow State Medical University, Bol'shaya, Pirogovskaya Ulitsa, 19c1, Moscow, Russia, 119146
- Center for Interdisciplinary Addiction Research (ZIS), Department of Psychiatry and Psychotherapy, University Medical Center Hamburg-Eppendorf (UKE), Martinistraße 52, 20246, Hamburg, Germany
| | - Bernard Le Foll
- Department of Psychiatry, University of Toronto, Toronto, ON, M5S 1A1, Canada
- Department of Pharmacology and Toxicology & Department of Family and Community Medicine, Faculty of Medicine, University of Toronto, Toronto, ON, M5S 1A1, Canada
- Translational Addiction Research Lab, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health (CAMH), Toronto, M5S 2S1, Canada
- Waypoint Research Institute, Waypoint Center for Mental Health Care, Penetanguishene, ON, L9M 1G3, Canada
| | - Farihah Ali
- Centre for Addiction and Mental Health (CAMH) & Ontario Node, Institute for Mental Health Policy Research, Canadian Research Initiative in Substance Misuse (CRISM), 33 Ursula Franklin St., Toronto, ON, M5S 2S1, Canada
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Zanda MT, Saikali L, Morris P, Daws SE. MicroRNA-mediated translational pathways are regulated in the orbitofrontal cortex and peripheral blood samples during acute abstinence from heroin self-administration. ADVANCES IN DRUG AND ALCOHOL RESEARCH 2023; 3:11668. [PMID: 38389822 PMCID: PMC10880771 DOI: 10.3389/adar.2023.11668] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Accepted: 07/28/2023] [Indexed: 02/24/2024]
Abstract
Opioid misuse in the United States contributes to >70% of annual overdose deaths. To develop additional therapeutics that may prevent opioid misuse, further studies on the neurobiological consequences of opioid exposure are needed. Here we sought to characterize molecular neuroadaptations involving microRNA (miRNA) pathways in the brain and blood of adult male rats that self-administered the opioid heroin. miRNAs are ∼18-24 nucleotide RNAs that regulate protein expression by preventing mRNA translation into proteins. Manipulation of miRNAs and their downstream pathways can critically regulate drug seeking behavior. We performed small-RNA sequencing of miRNAs and proteomics profiling on tissue from the orbitofrontal cortex (OFC), a brain region associated with heroin seeking, following 2 days of forced abstinence from self-administration of 0.03 mg/kg/infusion heroin or sucrose. Heroin self-administration resulted in a robust shift of the OFC miRNA profile, regulating 77 miRNAs, while sucrose self-administration only regulated 9 miRNAs that did not overlap with the heroin-induced profile. Conversely, proteomics revealed dual regulation of seven proteins by both heroin and sucrose in the OFC. Pathway analysis determined that heroin-associated miRNA pathways are predicted to target genes associated with the term "prion disease," a term that was also enriched in the heroin-induced protein expression dataset. Lastly, we confirmed that a subset of heroin-induced miRNA expression changes in the OFC are regulated in peripheral serum and correlate with heroin infusions. These findings demonstrate that peripheral blood samples may have biomarker utility for assessment of drug-induced miRNA pathway alterations that occur in the brain following chronic drug exposure.
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Affiliation(s)
- Mary Tresa Zanda
- Center for Substance Abuse Research, Temple University, Philadelphia, PA, United States
- Department of Neural Sciences, Temple University, Philadelphia, PA, United States
| | - Leila Saikali
- Center for Substance Abuse Research, Temple University, Philadelphia, PA, United States
- College of Liberal Arts, Temple University, Philadelphia, PA, United States
| | - Paige Morris
- Center for Substance Abuse Research, Temple University, Philadelphia, PA, United States
- Department of Neural Sciences, Temple University, Philadelphia, PA, United States
| | - Stephanie E. Daws
- Center for Substance Abuse Research, Temple University, Philadelphia, PA, United States
- Department of Neural Sciences, Temple University, Philadelphia, PA, United States
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Baskerville WA, Grodin EN, Lin J, Miotto K, Mooney LJ, Ray LA. Alcohol Use Among Treatment-Seeking Individuals With Opioid Use Disorder. J Stud Alcohol Drugs 2023; 84:579-584. [PMID: 37096768 PMCID: PMC10488310 DOI: 10.15288/jsad.22-00176] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2022] [Accepted: 02/10/2023] [Indexed: 04/26/2023] Open
Abstract
OBJECTIVE Individuals in the United States with opioid use disorder (OUD) have high rates of co-occurring alcohol use disorder. However, there is limited research on co-use patterns among opioid and alcohol use. The present study examined the relationship between alcohol and opioid use in treatment-seeking individuals with an OUD. METHOD The study used baseline assessment data from a multisite, comparative effectiveness trial. Participants with an OUD who had used nonprescribed opioids in the last 30 days (n = 567) reported on their alcohol and opioid use during the past 30 days using the Timeline Followback. Two mixed-effects logistic regression models were used to assess the effect of alcohol use and binge alcohol use (≥4 drinks/day for women and ≥5 drinks/day for men) on opioid use. RESULTS The likelihood of same-day opioid use was significantly lower on days in which participants drank any alcohol (p < .001) as well as on days in which participants reported binge drinking (p = .01), controlling for age, gender, ethnicity, and years of education. CONCLUSIONS These findings suggest that alcohol or binge alcohol use is associated with significantly lower odds of opioid use on a given day, which was not related to gender or age. The prevalence of opioid use remained high on both alcohol use and non-alcohol use days. In line with a substitution model of alcohol and opioid co-use, alcohol may be used to treat symptoms of opioid withdrawal and possibly play a secondary and substitutive role in individuals with OUD substance use patterns.
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Affiliation(s)
| | - Erica N. Grodin
- Department of Psychology, University of California, Los Angeles, Los Angeles, California
| | - Johnny Lin
- Office of Advanced Research Computing, University of California, Los Angeles, Los Angeles, California
| | - Karen Miotto
- Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, California
| | - Larissa J. Mooney
- Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, California
| | - Lara A. Ray
- Department of Psychology, University of California, Los Angeles, Los Angeles, California
- Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, California
- Brain Research Institute, University of California, Los Angeles, Los Angeles, California
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Moran LM, Panlilio LV, Hertzel SK, Bertz JW, Tyburski M, Etter JR, Epstein DH, Preston KL, Phillips KA. Health Outcomes by Neighborhood (HON): Effects of Neighborhood, Social Instability, and Health Factors on 12-Month Trajectories of Substance-Use Disorder Symptoms. Subst Use Misuse 2023; 58:1460-1472. [PMID: 37380598 PMCID: PMC10534204 DOI: 10.1080/10826084.2023.2223258] [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: 06/30/2023]
Abstract
BACKGROUND Previous studies have shown that environment and health can influence drug use trajectories and the effects of substance use disorder (SUD) treatments. We hypothesized that trajectories of drug use-related problems, based on changes in DSM-5 symptoms, would vary by type(s) of drugs used, health factors, and neighborhood characteristics. METHODS We assessed mental and physical health, stress, social instability, neighborhood characteristics (disorderliness and home value), and DSM-5 symptom counts at two study visits, 12 months apart, in a community sample (baseline N = 735) in Baltimore, MD. Three prominent categories of drug-use trajectory were identified with K-means cluster analysis of symptom counts: Persistent (4 or more symptoms at both visits or at Visit 2), Improved (decrease from 4 or more symptoms at Visit 1 to 3 or fewer symptoms at Visit 2), and Low-Stable (3 or fewer symptoms at both visits). Baseline health and neighborhood measures were tested as predictors of trajectory in mediation and moderation models. RESULTS Among people with current opioid- and/or stimulant-use, odds of an Improved trajectory were (1) decreased with neighborhood disorder and social instability, or (2) increased with home value and social instability. Odds of a Low-Stable trajectory were decreased by social instability and stress but increased in those who were older or self-identified as white. CONCLUSIONS Trajectories of drug use-related problems are influenced by sociodemographic variables, neighborhood factors, and health. Assessing DSM-5 symptom counts as an outcome measure may be valuable in monitoring or predicting long-term trajectories and treatment effectiveness.
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Affiliation(s)
- Landhing M Moran
- Intramural Research Program, National Institute on Drug Abuse, Baltimore, Maryland, USA
| | - Leigh V Panlilio
- Intramural Research Program, National Institute on Drug Abuse, Baltimore, Maryland, USA
| | - Sara K Hertzel
- Intramural Research Program, National Institute on Drug Abuse, Baltimore, Maryland, USA
| | - Jeremiah W Bertz
- Intramural Research Program, National Institute on Drug Abuse, Baltimore, Maryland, USA
| | - Matthew Tyburski
- Intramural Research Program, National Institute on Drug Abuse, Baltimore, Maryland, USA
| | - John R Etter
- Intramural Research Program, National Institute on Drug Abuse, Baltimore, Maryland, USA
| | - David H Epstein
- Intramural Research Program, National Institute on Drug Abuse, Baltimore, Maryland, USA
| | - Kenzie L Preston
- Intramural Research Program, National Institute on Drug Abuse, Baltimore, Maryland, USA
| | - Karran A Phillips
- Intramural Research Program, National Institute on Drug Abuse, Baltimore, Maryland, USA
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Avieli H. The role of substance use in the lives of incarcerated older adults: A qualitative study. Front Psychiatry 2023; 14:1116654. [PMID: 36993924 PMCID: PMC10040766 DOI: 10.3389/fpsyt.2023.1116654] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Accepted: 02/22/2023] [Indexed: 03/14/2023] Open
Abstract
BackgroundThe prevalence of drug abuse among older adults has grown over the last decade. Despite the expanding development of a body of research dedicated to studying this phenomenon, drug abuse by incarcerated older adults has been marginalized. Thus, the aim of the present study was to explore drug abuse patterns in the lives of incarcerated older adults.MethodSemi-structured interviews were conducted with 28 incarcerated older adults, and an interpretive analysis was used to analyze the participants’ narratives.FindingsFour themes emerged: (1) Growing up around drugs; (2) Prison onset; (3) Professionals, and (4) Lifelong substance abuse.ConclusionThe study findings reveal a unique typology of drug-related themes in the lives of incarcerated older adults. This typology sheds light on the interplay between aging, drug use, and incarceration and the way these three socially marginalized positions may intersect.
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Stewart SA, Copeland AL, Cherry KE. Risk Factors for Substance Use across the Lifespan. J Genet Psychol 2022; 184:145-162. [PMID: 36300651 DOI: 10.1080/00221325.2022.2130025] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Substance use is a perennial public health concern with associated health risks and economic impacts on society. In this article, we present a selective review of the epidemiological and clinical literatures on alcohol and substance use from a lifespan developmental perspective. We compare and contrast risk factors for the initiation of use and the development of a substance use disorder in adolescence, young adulthood, middle-age and later life. During adolescence, alcohol use experimentation is at its peak. Specific risk factors have been identified including trauma and parenting style that can increase the risk of substance use for teenagers. Emerging adults and college students are likely to experiment with other substances in addition to alcohol such as nicotine, marijuana, cocaine, and prescription medication such as Adderall. Middle-age and older adults with alcohol and substance use in their developmental histories may have an undiagnosed alcohol use disorder. Others will develop a late-onset substance use disorder in older age, possibly due to a dearth of social support, coping with bereavement, and medical complication. Based on Social Cognitive Theory, the roles of expectancies and self-efficacy are hypothesized to impact substance use and the risk of substance use disorder across the lifespan. Implications of the present review for future research on age-specific risk factors in alcohol use in relation to underlying developmental processes are considered.
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Affiliation(s)
- Shelby A. Stewart
- Department of Psychology, Louisiana State University, Baton Rouge, LA, USA
| | - Amy L. Copeland
- Department of Psychology, Louisiana State University, Baton Rouge, LA, USA
| | - Katie E. Cherry
- Department of Psychology, Louisiana State University, Baton Rouge, LA, USA
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12
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Lowry N, Cowden F, Day E, Gilvarry E, Johnstone S, Murray R, Kelleher M, Mitcheson L, Marsden J. Experience and response to a randomised controlled trial of extended-release injectable buprenorphine versus sublingual tablet buprenorphine and oral liquid methadone for opioid use disorder: protocol for a mixed-methods evaluation. BMJ Open 2022; 12:e067194. [PMID: 36270754 PMCID: PMC9594511 DOI: 10.1136/bmjopen-2022-067194] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
INTRODUCTION Opioid use disorder (OUD) is a debilitating and persistent disorder. The standard-of-care treatment is daily maintenance dosing of sublingual buprenorphine (BUP-SL) or oral methadone (MET). Monthly, extended-release, subcutaneous injectable buprenorphine (BUP-XR) has been developed to enhance treatment effectiveness. This study aims to investigate the experiences of participants who have been offered BUP-XR (evaluation 1), health-related quality-of-life among participants who have opted to receive BUP-XR longer term (evaluation 2) and the experiences of participants allocated to receive BUP-XR or BUP-SL or MET with the offer of adjunctive personalised psychosocial intervention (evaluation 3). METHODS AND ANALYSIS Three qualitative-quantitative (mixed-methods) evaluations embedded in a five-centre, head-to-head, randomised controlled trial of BUP-XR versus BUP-SL and MET in the UK. Evaluation 1 is a four-centre interview anchored on an OUD-related topic guide and conducted after the 24-week trial endpoint. Evaluation 2 is a two-centre interview anchored on medications for opioid use disorder-specific quality-of-life topic guide conducted among participants after 12-24 months. Evaluation 3: single-centre interview after the 24-week trial endpoint. All evaluations include selected trial clinical measures, with evaluation 2 incorporating additional questionnaires. Target participant recruitment for evaluations 1 and 2 is 15 participants per centre (n=60 and n=30, respectively). Recruitment for evaluation 3 is 15 participants per treatment arm (n=30). Each evaluation will be underpinned by theory, drawing on constructs from the behavioural model for health service use or the health-related quality-of-life model. Qualitative data analysis will be by iterative categorisation. ETHICS AND DISSEMINATION Study protocol, consent materials and questionnaires were approved by the London-Brighton and Sussex research ethics committee (reference: 19/LO/0483) and the Health Research Authority (IRAS project number 255522). Participants will be provided with information sheets and informed written consent will be obtained for each evaluation. Study findings will be disseminated through peer-reviewed scientific journals. TRIAL REGISTRATION NUMBER 2018-004460-63.
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Affiliation(s)
- Natalie Lowry
- Addictions Department, King's College London Institute of Psychiatry Psychology and Neuroscience, London, UK
- South London and Maudsley Mental Health NHS Trust, London, UK
| | - Fiona Cowden
- Dundee Drug & Alcohol Recovery Service, Constitution House, Scotland, UK
| | - Edward Day
- Birmingham and Solihull Mental Health NHS Foundation Trust, Birmingham, UK
| | - Eilish Gilvarry
- Cumbria, Northumberland, Tyne & Wear NHS Foundation Trust, Newcastle Treatment and Recovery (NTaR), Newcastle Upon Tyne, UK
| | - Stacey Johnstone
- Dundee Drug & Alcohol Recovery Service, Constitution House, Scotland, UK
| | - Robbie Murray
- Cumbria, Northumberland, Tyne & Wear NHS Foundation Trust, Newcastle Treatment and Recovery (NTaR), Newcastle Upon Tyne, UK
| | - Mike Kelleher
- Addictions Department, King's College London Institute of Psychiatry Psychology and Neuroscience, London, UK
- South London and Maudsley Mental Health NHS Trust, London, UK
| | - Luke Mitcheson
- Addictions Department, King's College London Institute of Psychiatry Psychology and Neuroscience, London, UK
- South London and Maudsley Mental Health NHS Trust, London, UK
| | - John Marsden
- Addictions Department, King's College London Institute of Psychiatry Psychology and Neuroscience, London, UK
- South London and Maudsley Mental Health NHS Trust, London, UK
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13
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Nielsen S, Tse WC, Larance B. Opioid agonist treatment for people who are dependent on pharmaceutical opioids. Cochrane Database Syst Rev 2022; 9:CD011117. [PMID: 36063082 PMCID: PMC9443668 DOI: 10.1002/14651858.cd011117.pub3] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
BACKGROUND There are ongoing concerns regarding pharmaceutical opioid-related harms, including overdose and dependence, with an associated increase in treatment demand. People dependent on pharmaceutical opioids appear to differ in important ways from people who use heroin, yet most opioid agonist treatment research has been conducted in people who use heroin. OBJECTIVES: To assess the effects of maintenance opioid agonist pharmacotherapy for the treatment of pharmaceutical opioid dependence. SEARCH METHODS We updated our searches of the following databases to January 2022: the Cochrane Drugs and Alcohol Group Specialised Register, CENTRAL, MEDLINE, four other databases, and two trial registers. We checked the reference lists of included studies for further references to relevant randomised controlled trials (RCTs). SELECTION CRITERIA We included RCTs with adults and adolescents examining maintenance opioid agonist treatments that made the following two comparisons. 1. Full opioid agonists (methadone, morphine, oxycodone, levo-alpha-acetylmethadol (LAAM), or codeine) versus different full opioid agonists or partial opioid agonists (buprenorphine) for maintenance treatment. 2. Full or partial opioid agonist maintenance versus non-opioid agonist treatments (detoxification, opioid antagonist, or psychological treatment without opioid agonist treatment). DATA COLLECTION AND ANALYSIS We used standard Cochrane methods. MAIN RESULTS We identified eight RCTs that met inclusion criteria (709 participants). We found four studies that compared methadone and buprenorphine maintenance treatment, and four studies that compared buprenorphine maintenance to either buprenorphine taper (in addition to psychological treatment) or a non-opioid maintenance treatment comparison. We found low-certainty evidence from three studies of a difference between methadone and buprenorphine in favour of methadone on self-reported opioid use at end of treatment (risk ratio (RR) 0.49, 95% confidence interval (CI) 0.28 to 0.86; 165 participants), and low-certainty evidence from four studies finding a difference in favour of methadone for retention in treatment (RR 1.21, 95% CI 1.02 to 1.43; 379 participants). We found low-certainty evidence from three studies showing no difference between methadone and buprenorphine on substance use measured with urine drug screens at end of treatment (RR 0.81, 95% CI 0.57 to 1.17; 206 participants), and moderate-certainty evidence from one study of no difference in days of self-reported opioid use (mean difference 1.41 days, 95% CI 3.37 lower to 0.55 days higher; 129 participants). There was low-certainty evidence from three studies of no difference between methadone and buprenorphine on adverse events (RR 1.13, 95% CI 0.66 to 1.93; 206 participants). We found low-certainty evidence from four studies favouring maintenance buprenorphine treatment over non-opioid treatments in terms of fewer opioid positive urine drug tests at end of treatment (RR 0.66, 95% CI 0.52 to 0.84; 270 participants), and very low-certainty evidence from four studies finding no difference on self-reported opioid use in the past 30 days at end of treatment (RR 0.63, 95% CI 0.39 to 1.01; 276 participants). There was low-certainty evidence from three studies of no difference in the number of days of unsanctioned opioid use (standardised mean difference (SMD) -0.19, 95% CI -0.47 to 0.09; 205 participants). There was moderate-certainty evidence from four studies favouring buprenorphine maintenance over non-opioid treatments on retention in treatment (RR 3.02, 95% CI 1.73 to 5.27; 333 participants). There was moderate-certainty evidence from three studies of no difference in adverse effects between buprenorphine maintenance and non-opioid treatments (RR 0.50, 95% CI 0.07 to 3.48; 252 participants). The main weaknesses in the quality of the data was the use of open-label study designs, and difference in follow-up rates between treatment arms. AUTHORS' CONCLUSIONS There is very low- to moderate-certainty evidence supporting the use of maintenance agonist pharmacotherapy for pharmaceutical opioid dependence. Methadone or buprenorphine did not differ on some outcomes, although on the outcomes of retention and self-reported substance use some results favoured methadone. Maintenance treatment with buprenorphine appears more effective than non-opioid treatments. Due to the overall very low- to moderate-certainty evidence and small sample sizes, there is the possibility that the further research may change these findings.
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Affiliation(s)
- Suzanne Nielsen
- Monash Addiction Research Centre, Monash University, Frankston, Australia
| | - Wai Chung Tse
- Monash Addiction Research Centre, Monash University, Frankston, Australia
- School of Medicine, Monash University, Melbourne, Australia
| | - Briony Larance
- School of Psychology, Faculty of the Arts, Social Sciences and Humanities, University of Wollongong, Wollongong, Australia
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14
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Zolopa C, Høj SB, Minoyan N, Bruneau J, Makarenko I, Larney S. Ageing and older people who use illicit opioids, cocaine or methamphetamine: a scoping review and literature map. Addiction 2022; 117:2168-2188. [PMID: 35072313 PMCID: PMC9544522 DOI: 10.1111/add.15813] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Accepted: 01/06/2022] [Indexed: 11/26/2022]
Abstract
AIMS To provide an overview of research literature on ageing and older people who use illicit opioids and stimulants by documenting the conceptual frameworks used and content areas that have been investigated. METHODS We conducted a scoping review of literature relating to ageing and older people who use illicit stimulants and opioids, defining 'older' as 40 years and above. Primary studies, secondary studies and editorials were included. Searches were conducted in PubMed and Embase in July 2020 and March 2021; the Cochrane library was searched in November 2021. Charted data included methodological details, any conceptual frameworks explicitly applied by authors and the content areas that were the focus of the publication. We developed a hierarchy of content areas and mapped this to provide a visual guide to the research area. RESULTS Of the 164 publications included in this review, only 16 explicitly applied a conceptual framework. Seven core content areas were identified, with most publications contributing to multiple content areas: acknowledgement of drug use among older people (n = 64), health status (n = 129), health services (n = 109), drug use practices and patterns (n = 84), social environments (n = 74), the criminal legal system (n = 28) and quality of life (n = 15). CONCLUSIONS The literature regarding older people who use illicit drugs remains under-theorized. Conceptual frameworks are rarely applied and few have been purposely adapted to this population. Health status and health services access and use are among the most frequently researched topics in this area.
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Affiliation(s)
- Camille Zolopa
- Centre de Recherche du Centre Hospitalier de l'Université de Montréal (CR-CHUM), Montréal, Québec, Canada
| | - Stine B Høj
- Centre de Recherche du Centre Hospitalier de l'Université de Montréal (CR-CHUM), Montréal, Québec, Canada
| | - Nanor Minoyan
- Centre de Recherche du Centre Hospitalier de l'Université de Montréal (CR-CHUM), Montréal, Québec, Canada.,Department of Social and Preventative Medicine, School of Public Health, Université de Montréal, Montreal, Québec, Canada
| | - Julie Bruneau
- Centre de Recherche du Centre Hospitalier de l'Université de Montréal (CR-CHUM), Montréal, Québec, Canada.,Department of Family Medicine and Emergency Medicine, Université de Montréal, Montreal, Québec, Canada
| | - Iuliia Makarenko
- Centre de Recherche du Centre Hospitalier de l'Université de Montréal (CR-CHUM), Montréal, Québec, Canada.,Department of Family Medicine, McGill University, Montreal, Québec, Canada
| | - Sarah Larney
- Centre de Recherche du Centre Hospitalier de l'Université de Montréal (CR-CHUM), Montréal, Québec, Canada.,Department of Family Medicine and Emergency Medicine, Université de Montréal, Montreal, Québec, Canada
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15
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Gillespie A, Mayberry HL, Wimmer ME, Sillivan SE. microRNA expression levels in the nucleus accumbens correlate with morphine-taking but not morphine-seeking behaviour in male rats. Eur J Neurosci 2022; 55:1742-1755. [PMID: 35320877 PMCID: PMC9314918 DOI: 10.1111/ejn.15650] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2021] [Revised: 03/04/2022] [Accepted: 03/15/2022] [Indexed: 12/01/2022]
Abstract
A powerful motivation to seek opioids remains after drug cessation and intensifies during extended periods of abstinence. Unfortunately, biomarkers associated with continued drug seeking have not been described. Moreover, previous studies have focused on the effects of early abstinence with little exploration into the long-term drug-induced mechanisms that occur after extended abstinence. Here we demonstrated that 30 days (D) of forced abstinence results in a time-dependent increase in morphine seeking in a rat model of morphine self-administration (SA). We measured expression of known drug-responsive microRNAs (miRNAs) in the nucleus accumbens, an area critical for reward-related plasticity, during early or late abstinence in animals that underwent either a cue-induced relapse test or no relapse test. miRNAs are small noncoding RNAs that represent suitable biomarker candidates due to their long-lasting nature. mir-32-5p levels during early abstinence negatively correlated with active lever pressing in both cue-exposed and cue-naïve animals. mir-1298-5p positively correlated with drug SA history after a relapse test during late abstinence. When animals underwent acute abstinence with no relapse test, mir-1298-5p correlated with drug infusions and active lever pressing during SA. In late abstinence with no relapse test, mir-137-3p negatively correlated with drug infusions. Regulation of mir-32-5p target genes and significant correlation of target gene mRNA with mir-32-5p was observed after abstinence. These results indicate that lasting regulation of miRNA expression is associated with drug intake following morphine SA. In addition, we conclude that the miRNA profile undergoes regulation from early to late abstinence and miRNA expression may indicate past drug history.
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Affiliation(s)
- Aria Gillespie
- Center for Substance Abuse ResearchTemple UniversityPhiladelphiaPennsylvaniaUSA,Department of Neural SciencesTemple UniversityPhiladelphiaPAUSA
| | - Hannah L. Mayberry
- Department of Psychology and Neuroscience Program, College of Liberal ArtsTemple UniversityPhiladelphiaPennsylvaniaUSA
| | - Mathieu E. Wimmer
- Department of Psychology and Neuroscience Program, College of Liberal ArtsTemple UniversityPhiladelphiaPennsylvaniaUSA
| | - Stephanie E. Sillivan
- Center for Substance Abuse ResearchTemple UniversityPhiladelphiaPennsylvaniaUSA,Department of Neural SciencesTemple UniversityPhiladelphiaPAUSA
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16
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Kim HS, Hodgins DC, Garcia X, Ritchie EV, Musani I, McGrath DS, von Ranson KM. A systematic review of addiction substitution in recovery: Clinical lore or empirically-based? Clin Psychol Rev 2021; 89:102083. [PMID: 34536796 DOI: 10.1016/j.cpr.2021.102083] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2021] [Revised: 09/01/2021] [Accepted: 09/07/2021] [Indexed: 11/17/2022]
Abstract
This systematic review synthesized the literature examining addiction substitution during recovery from substance use or behavioral addictions. A total of 96 studies were included with sample sizes ranging from 6 to 14,885. The most common recovery addictions were opioids (30.21%), followed by cannabis (20.83%), unspecified use (17.71%), nicotine (12.50%), alcohol (12.50%), cocaine (4.17%), and gambling (2.08%). Statistical results were provided by 70.83% of the studies. Of these, 17.65% found support for addiction substitution, whereas 52.94% found support for concurrent recovery. A total of 19.12% found no statistical changes and 10.29% found both significant increases and decreases. The remaining 29.17% of studies provided descriptive data, without statistical tests. Predictors of addiction substitution were provided by 22.92% of the studies and 11.46% included information on impact of addiction substitution on treatment outcomes. Overall, male gender, younger age, greater substance use severity, and presence of mental health disorders were associated with addiction substitution. Addiction substitution was associated with poorer treatment outcomes. A limitation of the present systematic review is the use of significance counting for the quantitative synthesis. More research examining changes in addiction during recovery would aid in the development of more effective treatments for addictive disorders and prevent addiction substitution.
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Affiliation(s)
- Hyoun S Kim
- Department of Psychology, Ryerson University, Toronto, ON, Canada.
| | - David C Hodgins
- Department of Psychology, University of Calgary, Calgary, AB, Canada
| | - Ximena Garcia
- Department of Psychology, University of Calgary, Calgary, AB, Canada
| | - Emma V Ritchie
- Department of Psychology, University of Calgary, Calgary, AB, Canada
| | - Iman Musani
- Department of Public Health, University of Toronto, Toronto, ON, Canada
| | - Daniel S McGrath
- Department of Psychology, University of Calgary, Calgary, AB, Canada
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17
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Zanda MT, Floris G, Daws SE. Drug-associated cues and drug dosage contribute to increased opioid seeking after abstinence. Sci Rep 2021; 11:14825. [PMID: 34290298 PMCID: PMC8295307 DOI: 10.1038/s41598-021-94214-4] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Accepted: 07/05/2021] [Indexed: 02/06/2023] Open
Abstract
Patients with opioid use disorder experience high rates of relapse during recovery, despite successful completion of rehabilitation programs. A key factor contributing to this problem is the long-lasting nature of drug-seeking behavior associated with opioid use. We modeled this behavior in a rat drug self-administration paradigm in which drug-seeking is higher after extended abstinence than during the acute abstinence phase. The goal of this study was to determine the contribution of discrete or discriminative drug cues and drug dosage to time-dependent increases in drug-seeking. We examined heroin-seeking after 2 or 21 days of abstinence from two different self-administration cue-context environments using high or low doses of heroin and matched animals for their drug intake history. When lower dosages of heroin are used in discriminative or discrete cue protocols, drug intake history contributed to drug-seeking after abstinence, regardless of abstinence length. Incubation of opioid craving at higher dosages paired with discrete drug cues was not dependent on drug intake. Thus, interactions between drug cues and drug dosage uniquely determined conditions permissible for incubation of heroin craving. Understanding factors that contribute to long-lasting opioid-seeking can provide essential insight into environmental stimuli and drug-taking patterns that promote relapse after periods of successful abstinence.
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Affiliation(s)
- Mary Tresa Zanda
- Center for Substance Abuse Research, Temple University, 3500 N Broad St, MERB/ Rm 847, Philadelphia, PA, 19140, USA
- Department of Neural Sciences, Temple University, Philadelphia, PA, USA
| | - Gabriele Floris
- Center for Substance Abuse Research, Temple University, 3500 N Broad St, MERB/ Rm 847, Philadelphia, PA, 19140, USA
- Department of Neural Sciences, Temple University, Philadelphia, PA, USA
| | - Stephanie E Daws
- Center for Substance Abuse Research, Temple University, 3500 N Broad St, MERB/ Rm 847, Philadelphia, PA, 19140, USA.
- Department of Neural Sciences, Temple University, Philadelphia, PA, USA.
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18
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Guarino H, Mateu-Gelabert P, Quinn K, Sirikantraporn S, Ruggles KV, Syckes C, Goodbody E, Jessell L, Friedman SR. Adverse Childhood Experiences Predict Early Initiation of Opioid Use Behaviors. FRONTIERS IN SOCIOLOGY 2021; 6:620395. [PMID: 34055961 PMCID: PMC8158934 DOI: 10.3389/fsoc.2021.620395] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/22/2020] [Accepted: 04/07/2021] [Indexed: 05/26/2023]
Abstract
Introduction: Although a substantial body of research documents a relationship between traumatic stress in childhood and the initiation of substance use later in the life course, only limited research has examined potential linkages between adverse childhood experiences (ACEs) and the initiation of non-medical prescription opioid use and other opioid use behaviors. The present study contributes to this growing body of work by investigating the association of childhood trauma with early initiation of a series of opioid use behaviors. Methods: New York City young adults (n = 539) ages 18-29 who reported non-medical use of prescription opioids or heroin use in the past 30 days were recruited using Respondent-Driven Sampling in 2014-16. Ten ACEs were assessed via self-report with the ACE Questionnaire. Associations between number of ACEs and self-reported ages of initiating seven opioid use behaviors (e.g., non-medical prescription opioid use, heroin use, heroin injection) were estimated with multivariable logistic regression. Results: Eighty nine percent of participants reported at least one ACE, and 46% reported four or more ACEs, a well-supported threshold indicating elevated risk for negative health consequences. Every increase of one trauma was associated with a 12-23% increase in odds of early initiation across the seven opioid use behaviors. Findings also document that the mean age at initiation increased with increasing risk severity across the behaviors, contributing to evidence of a trajectory from opioid pill misuse to opioid injection. Discussion: Increasing number of childhood traumas was associated with increased odds of earlier initiation of multiple opioid misuse behaviors. In light of prior research linking earlier initiation of substance use with increased substance use severity, present findings suggest the importance of ACEs as individual-level determinants of increased opioid use severity. Efforts to prevent onset and escalation of opioid use among at-risk youth may benefit from trauma prevention programs and trauma-focused screening and treatment, as well as increased attention to ameliorating upstream socio-structural drivers of childhood trauma.
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Affiliation(s)
- Honoria Guarino
- Institute for Implementation Science in Population Health, City University of New York (CUNY) Graduate School of Public Health and Health Policy, New York, NY, United States
| | - Pedro Mateu-Gelabert
- Institute for Implementation Science in Population Health, City University of New York (CUNY) Graduate School of Public Health and Health Policy, New York, NY, United States
| | - Kelly Quinn
- Department of Population Health, New York University (NYU) Grossman School of Medicine, New York, NY, United States
| | | | - Kelly V. Ruggles
- Division of Translational Medicine, Department of Medicine, New York University (NYU) Grossman School of Medicine, New York, NY, United States
| | | | - Elizabeth Goodbody
- Institute for Implementation Science in Population Health, City University of New York (CUNY) Graduate School of Public Health and Health Policy, New York, NY, United States
| | - Lauren Jessell
- Institute for Implementation Science in Population Health, City University of New York (CUNY) Graduate School of Public Health and Health Policy, New York, NY, United States
| | - Samuel R. Friedman
- Department of Population Health, New York University (NYU) Grossman School of Medicine, New York, NY, United States
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19
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Yennurajalingam S, Arthur J, Reddy S, Edwards T, Lu Z, Rozman de Moraes A, Wilson SM, Erdogan E, Joy MP, Ethridge SD, Kuriakose L, Malik JS, Najera JM, Rashid S, Qian Y, Kubiak MJ, Nguyen K, PharmD, Wu J, Hui D, Bruera E. Frequency of and Factors Associated With Nonmedical Opioid Use Behavior Among Patients With Cancer Receiving Opioids for Cancer Pain. JAMA Oncol 2021; 7:404-411. [PMID: 33410866 DOI: 10.1001/jamaoncol.2020.6789] [Citation(s) in RCA: 36] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
Importance One of the main aims of research on nonmedical opioid use (NMOU) is to reduce the frequency of NMOU behaviors through interventions such as universal screening, reduced opioid exposure, and more intense follow-up of patients with elevated risk. The absence of data on the frequency of NMOU behavior is the major barrier to conducting research on NMOU. Objective To determine the overall frequency of and the independent predictors for NMOU behavior. Design, Setting, and Participants In this prognostic study, 3615 patients with cancer were referred to the supportive care center at MD Anderson Cancer Center from March 18, 2016, to June 6, 2018. Patients were eligible for inclusion if they had cancer and were taking opioids for cancer pain for at least 1 week. Patients were excluded if they had no follow-up within 3 months of initial consultation, did not complete the appropriate questionnaire, or did not have scheduled opioid treatments. After exclusion, a total of 1554 consecutive patients were assessed for NMOU behavior using established diagnostic criteria. All patients were assessed using the Edmonton Symptom Assessment Scale, the Screener and Opioid Assessment for Patients with Pain (SOAPP), and the Cut Down, Annoyed, Guilty, Eye Opener-Adapted to Include Drugs (CAGE-AID) survey. Data were analyzed from January 6 to September 25, 2020. Results A total of 1554 patients (median [interquartile range (IQR)] age, 61 [IQR, 52-69] years; 816 women [52.5%]; 1124 White patients [72.3%]) were evaluable for the study, and 299 patients (19.2%) had 1 or more NMOU behaviors. The median (IQR) number of NMOU behaviors per patient was 1 (IQR, 1-3). A total of 576 of 745 NMOU behaviors (77%) occurred by the first 2 follow-up visits. The most frequent NMOU behavior was unscheduled clinic visits for inappropriate refills (218 of 745 [29%]). Eighty-eight of 299 patients (29.4%) scored 7 or higher on SOAPP, and 48 (16.6%) scored at least 2 out of 4 points on the CAGE-AID survey. Results from the multivariate model suggest that marital status (single, hazard ratio [HR], 1.58; 95% CI, 1.15-2.18; P = .005; divorced, HR, 1.43; 95% CI, 1.01-2.03; P = .04), SOAPP score (positive vs negative, HR, 1.35; 95% CI, 1.04-1.74; P = .02), morphine equivalent daily dose (MEDD) (HR, 1.003; 95% CI, 1.002-1.004; P < .001), and Edmonton Symptom Assessment Scale pain level (HR, 1.11; 95% CI, 1.06-1.16; P < .001) were independently associated with the presence of NMOU behavior. In recursive partition analysis, single marital status, MEDD greater than 50 mg, and SOAPP scores greater than 7 were associated with a higher risk (56%) for the presence of NMOU behavior. Conclusions and Relevance This prognostic study of patients with cancer taking opioids for cancer pain found that 19% of patients developed NMOU behavior within a median duration of 8 weeks after initial supportive care clinic consultation. Marital status (single or divorced), SOAPP score greater than 7, higher levels of pain severity, and MEDD level were independently associated with NMOU behavior. This information will assist clinicians and investigators designing clinical and research programs in this important field.
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Affiliation(s)
- Sriram Yennurajalingam
- Department of Palliative Care, Rehabilitation and Integrative Medicine, The University of Texas MD Anderson Cancer Center, Houston
| | - Joseph Arthur
- Department of Palliative Care, Rehabilitation and Integrative Medicine, The University of Texas MD Anderson Cancer Center, Houston
| | - Suresh Reddy
- Department of Palliative Care, Rehabilitation and Integrative Medicine, The University of Texas MD Anderson Cancer Center, Houston
| | - Tonya Edwards
- Department of Palliative Care, Rehabilitation and Integrative Medicine, The University of Texas MD Anderson Cancer Center, Houston
| | - Zhanni Lu
- Department of Palliative Care, Rehabilitation and Integrative Medicine, The University of Texas MD Anderson Cancer Center, Houston
| | - Aline Rozman de Moraes
- Department of Palliative Care, Rehabilitation and Integrative Medicine, The University of Texas MD Anderson Cancer Center, Houston
| | - Susamma M Wilson
- Department of Palliative Care, Rehabilitation and Integrative Medicine, The University of Texas MD Anderson Cancer Center, Houston
| | - Elif Erdogan
- Department of Palliative Care, Rehabilitation and Integrative Medicine, The University of Texas MD Anderson Cancer Center, Houston
| | - Manju P Joy
- Department of Palliative Care, Rehabilitation and Integrative Medicine, The University of Texas MD Anderson Cancer Center, Houston
| | - Shirley Darlene Ethridge
- Department of Palliative Care, Rehabilitation and Integrative Medicine, The University of Texas MD Anderson Cancer Center, Houston
| | - Leela Kuriakose
- Department of Palliative Care, Rehabilitation and Integrative Medicine, The University of Texas MD Anderson Cancer Center, Houston
| | - Jimi S Malik
- Department of Palliative Care, Rehabilitation and Integrative Medicine, The University of Texas MD Anderson Cancer Center, Houston
| | - John M Najera
- Department of Palliative Care, Rehabilitation and Integrative Medicine, The University of Texas MD Anderson Cancer Center, Houston
| | - Saima Rashid
- Department of Palliative Care, Rehabilitation and Integrative Medicine, The University of Texas MD Anderson Cancer Center, Houston
| | - Yu Qian
- Department of Palliative Care, Rehabilitation and Integrative Medicine, The University of Texas MD Anderson Cancer Center, Houston
| | - Michal J Kubiak
- Department of Palliative Care, Rehabilitation and Integrative Medicine, The University of Texas MD Anderson Cancer Center, Houston
| | | | - PharmD
- Department of Palliative Care, Rehabilitation and Integrative Medicine, The University of Texas MD Anderson Cancer Center, Houston
| | - Jimin Wu
- Biostatistics, The University of Texas MD Anderson Cancer Center, Houston
| | - David Hui
- Department of Palliative Care, Rehabilitation and Integrative Medicine, The University of Texas MD Anderson Cancer Center, Houston
| | - Eduardo Bruera
- Department of Palliative Care, Rehabilitation and Integrative Medicine, The University of Texas MD Anderson Cancer Center, Houston
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Sadeh N, Miglin R, Bounoua N, Beckford E, Estrada S, Baskin-Sommers A. Profiles of lifetime substance use are differentiated by substance of choice, affective motivations for use, and childhood maltreatment. Addict Behav 2021; 113:106710. [PMID: 33091716 PMCID: PMC8312989 DOI: 10.1016/j.addbeh.2020.106710] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2020] [Revised: 09/27/2020] [Accepted: 10/11/2020] [Indexed: 01/03/2023]
Abstract
To develop personalized interventions and improve outcomes in substance-using populations, research is needed on the heterogeneity in substance use patterns and motivations that exists among adult substance users. This study took a person-centered approach to identify profiles of lifetime substance use and discern the psychosocial differences among them. To survey a spectrum of drug use severity, 1106 adults (43.4% women) were recruited from forensic and community samples. Participants reported on the frequency of lifetime substance use across multiple drug categories (sedatives, stimulants, marijuana, heroin, hallucinogens, misuse of prescription drugs) and alcohol use. Latent profile analysis was used to identify distinct profiles of substance use that were then compared on potential risk and maintenance factors for substance use. Four profiles of lifetime substance use emerged that diverged on severity of use and degree of mono vs. polysubstance use (Recreational Marijuana Use, Heavy Multidrug Intoxication, Heavy Marijuana Use, and Heavy Opioid and Polysubstance Use). The profiles differed on affective motivations for substance use (e.g., using to cope vs. using to seek a thrill), age of use onset, drug-related functional impairment, and experiences of childhood maltreatment. Cognitive functioning did not differentiate the heavy substance use profiles. Results provide compelling initial evidence that lifetime patterns of use can be used to identify groups of substance users with distinct risk and maintenance factors. Results highlight affective motivations for substance use and maltreatment history as potential treatment targets and underscore the importance of studying polysubstance use in the context of the opioid epidemic.
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Affiliation(s)
- Naomi Sadeh
- University of Delaware, Department of Psychological and Brain Sciences, 105 The Green, Newark, DE 19716, United States.
| | - Rickie Miglin
- University of Delaware, Department of Psychological and Brain Sciences, 105 The Green, Newark, DE 19716, United States.
| | - Nadia Bounoua
- University of Delaware, Department of Psychological and Brain Sciences, 105 The Green, Newark, DE 19716, United States.
| | - Emil Beckford
- Yale University, Department of Psychology, P.O. Box 208205, New Haven, CT 06520, United States.
| | - Suzanne Estrada
- Yale University, Department of Psychology, P.O. Box 208205, New Haven, CT 06520, United States.
| | - Arielle Baskin-Sommers
- Yale University, Department of Psychology, P.O. Box 208205, New Haven, CT 06520, United States.
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Dong H, Hayashi K, Fairbairn N, Milloy MJ, DeBeck K, Wood E, Kerr T. Long term pre-treatment opioid use trajectories in relation to opioid agonist therapy outcomes among people who use drugs in a Canadian setting. Addict Behav 2021; 112:106655. [PMID: 32977270 DOI: 10.1016/j.addbeh.2020.106655] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2020] [Revised: 08/14/2020] [Accepted: 09/09/2020] [Indexed: 01/01/2023]
Abstract
BACKGROUND Opioid agonist therapy (OAT) models are generally provided without consideration of how pre-treatment characteristics may be associated with outcome. Therefore, we aimed to first characterize longitudinal trajectories of opioid use before initiating OAT. Then we explored the impact of OAT on opioid use across these pre-treatment trajectories. METHODS Data were derived from three prospective cohort studies involving people who use drugs in Vancouver, Canada. Latent class growth analysis was applied to identify opioid use trajectories based on individual-level observations three years before starting OAT. Multivariable generalized linear mixed model was used to examine whether engaging in OAT was associated with lower risk of illicit opioid use among participants with different pre-treatment opioid use trajectories. RESULTS 464 participants were included in the study between September 2005 and November 2018. Two pre-treatment opioid use trajectories were identified: high frequency users (246, 53.0%) and gradually increasing frequency users (218, 47.0%). We observed different strengths of association between OAT engagement and illicit opioid use among high frequency users (adjusted odds ratio [AOR] = 0.36, 95% Confidence Interval [CI]: 0.20 - 0.63) and gradually increasing frequency users (AOR = 0.91, 95% CI: 0.53 - 1.56). Unstable housing, any stimulant use, experiencing violence, drug dealing, sex work involvement, and incarceration were independently and positively associated with ongoing illicit opioid use. CONCLUSIONS Distinct pre-treatment opioid use trajectories are likely to influence treatment outcomes. Research is required to determine if tailored strategies specific to people with different pre-treatment opioid use patterns have potential to improve outcomes of OAT.
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Affiliation(s)
- Huiru Dong
- British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, British Columbia, V6Z 2A9 Canada; School of Population and Public Health, University of British Columbia, 2206 E Mall, Vancouver, British Columbia, V6T 1Z3 Canada
| | - Kanna Hayashi
- British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, British Columbia, V6Z 2A9 Canada; Faculty of Health Sciences, Simon Fraser University, 8888 University Drive, Burnaby, British Columbia, V5A 1S6 Canada
| | - Nadia Fairbairn
- British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, British Columbia, V6Z 2A9 Canada; Department of Medicine, University of British Columbia, 317-2194 Health Sciences Mall, Vancouver, British Columbia, V6T 1Z3 Canada
| | - M-J Milloy
- British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, British Columbia, V6Z 2A9 Canada; Department of Medicine, University of British Columbia, 317-2194 Health Sciences Mall, Vancouver, British Columbia, V6T 1Z3 Canada
| | - Kora DeBeck
- British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, British Columbia, V6Z 2A9 Canada; School of Public Policy, Simon Fraser University, 8888 University Drive, Burnaby, British Columbia, V5A 1S6 Canada
| | - Evan Wood
- British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, British Columbia, V6Z 2A9 Canada; Department of Medicine, University of British Columbia, 317-2194 Health Sciences Mall, Vancouver, British Columbia, V6T 1Z3 Canada
| | - Thomas Kerr
- British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, British Columbia, V6Z 2A9 Canada; Department of Medicine, University of British Columbia, 317-2194 Health Sciences Mall, Vancouver, British Columbia, V6T 1Z3 Canada.
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Cuménal M, Selvy M, Kerckhove N, Bertin C, Morez M, Courteix C, Busserolles J, Balayssac D. The Safety of Medications used to Treat Peripheral Neuropathic Pain, Part 2 (Opioids, Cannabinoids and Other Drugs): review of Double-Blind, Placebo-Controlled, Randomized Clinical Trials. Expert Opin Drug Saf 2020; 20:51-68. [PMID: 33103931 DOI: 10.1080/14740338.2021.1842871] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
INTRODUCTION Peripheral neuropathic pain is a disabling condition for patients and a challenge for physicians. Although many drugs have been assessed in scientific studies, few have demonstrated clear clinical efficacy against neuropathic pain. Moreover, the paucity of data regarding their safety raises the question of the benefit-risk ratio when used in patients experiencing peripheral neuropathies. AREAS COVERED We conducted a review of double-blind, placebo-controlled, randomized clinical trials to assess the safety of medications used to treat peripheral neuropathic pain. This second review was focused on opioids, cannabinoids, and other medications. The aim was to provide an overview of the treatment-emergent adverse events (TEAEs) (≥10%) and the serious adverse effects described in clinical trials. EXPERT OPINION Opioids and cannabinoids had significantly more TEAEs than placebos. Locally administered analgesics, such as capsaicin, lidocaine, botulinum toxin A seemed to have the most acceptable safety with only local adverse effects. The results for NMDA antagonists were inconclusive since no safety report was available. Less than half of the studies included presented a good description of TEAEs that included a statistical comparison versus a placebo group. Major methodological improvements must be made to ameliorate the assessment of medication safety in future clinical trials.
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Affiliation(s)
- Mélissa Cuménal
- Université Clermont Auvergne, INSERM U1107, NEURO-DOL , Clermont-Ferrand, France
| | - Marie Selvy
- Université Clermont Auvergne,CHU Clermont-Ferrand, INSERM U1107, NEURO-DOL , Clermont-Ferrand, France
| | - Nicolas Kerckhove
- Université Clermont Auvergne, CHU Clermont-Ferrand, INSERM U1107 NEURO-DOL, Institut Analgesia , Clermont-Ferrand, France
| | - Célian Bertin
- Université Clermont Auvergne, CHU Clermont-Ferrand, INSERM U1107 NEURO-DOL, Institut Analgesia , Clermont-Ferrand, France
| | - Margaux Morez
- Université Clermont Auvergne, INSERM U1107, NEURO-DOL , Clermont-Ferrand, France
| | - Christine Courteix
- Université Clermont Auvergne, INSERM U1107, NEURO-DOL , Clermont-Ferrand, France
| | - Jérôme Busserolles
- Université Clermont Auvergne, INSERM U1107, NEURO-DOL , Clermont-Ferrand, France
| | - David Balayssac
- Université Clermont Auvergne,CHU Clermont-Ferrand, INSERM U1107, NEURO-DOL , Clermont-Ferrand, France
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Marel C, Mills K, Visontay R, Wilson J, Darke S, Ross J, Slade T, Haber PS, Haasnoot K, Keaveny M, Tremonti C, Teesson M. Australian treatment outcome study: protocol for the 18-20-year follow-up of a prospective longitudinal cohort examining the natural history of heroin dependence and associated mortality, psychiatric and physical health, and health service use. BMJ Open 2020; 10:e039226. [PMID: 32660955 PMCID: PMC7359069 DOI: 10.1136/bmjopen-2020-039226] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
INTRODUCTION Opioid dependence is a global health priority, currently making the biggest contribution to drug-related deaths. The chronic, long-term persistence of heroin dependence over the life course requires investigation in prospective longitudinal studies, to better understand patterns and predictors of remission and relapse, as well as the impact of changes in substance use on a range of physical and mental health outcomes. Such knowledge is critical in order to identify modifiable risk factors that can be targeted for intervention. Crucial unanswered questions include the following: What are the long-term rates of mortality? What are the long-term patterns and predictors of heroin use, remission, psychiatric health and health service use? What are the long-term physical health consequences of heroin use? METHODS AND ANALYSIS The 18-20-year follow-up of the Australian Treatment Outcome Study (ATOS) cohort will examine the natural history of heroin dependence of an existing cohort of 615 people with heroin dependence, who were recruited into the study in 2001-2002. Five waves of follow-up interviews have since been completed, at 3-month, 1-year, 2-year, 3-year and 10-11-year post-baseline. At the 18-20-year follow-up, the ATOS cohort is (on average) approaching their 50s and an average of 30 years have passed since they first used heroin. The 18-20-year follow-up will consist of: (1) a structured interview; (2) physical health assessment; and (3) data linkage. The results of this follow-up will improve our understanding and management of age-related disorders in this population, which if not addressed in the immediate future, has the capacity to overwhelm treatment centres and aged care facilities. ETHICS AND DISSEMINATION Ethical approval has been granted for the study (Sydney Local Health District Royal Prince Alfred Zone, Human Research Ethics Committee X18-0512 & HREC/18/RPAH/733). The results of the study will be disseminated through published manuscripts, bulletins and technical reports, as well as conference, seminars, webinar and workshop presentations.
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Affiliation(s)
- Christina Marel
- Matilda Centre for Research in Mental Health and Substance Use, University of Sydney, Sydney, New South Wales, Australia
| | - Katherine Mills
- Matilda Centre for Research in Mental Health and Substance Use, University of Sydney, Sydney, New South Wales, Australia
| | - Rachel Visontay
- Matilda Centre for Research in Mental Health and Substance Use, University of Sydney, Sydney, New South Wales, Australia
| | - Jack Wilson
- Matilda Centre for Research in Mental Health and Substance Use, University of Sydney, Sydney, New South Wales, Australia
| | - Shane Darke
- National Drug and Alcohol Research Centre, UNSW, Sydney, New South Wales, Australia
| | - Joanne Ross
- National Drug and Alcohol Research Centre, UNSW, Sydney, New South Wales, Australia
| | - Tim Slade
- Matilda Centre for Research in Mental Health and Substance Use, University of Sydney, Sydney, New South Wales, Australia
| | - Paul S Haber
- University of Sydney Addiction Medicine, Royal Prince Alfred Hospital, Camperdown, New South Wales, Australia
- Drug Health Services, Sydney Local Health District, Camperdown, New South Wales, Australia
| | - Katherine Haasnoot
- Matilda Centre for Research in Mental Health and Substance Use, University of Sydney, Sydney, New South Wales, Australia
| | - Madeleine Keaveny
- Matilda Centre for Research in Mental Health and Substance Use, University of Sydney, Sydney, New South Wales, Australia
| | - Chris Tremonti
- Drug Health Services, Sydney Local Health District, Camperdown, New South Wales, Australia
| | - Maree Teesson
- Matilda Centre for Research in Mental Health and Substance Use, University of Sydney, Sydney, New South Wales, Australia
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Dong H, Hayashi K, Milloy MJ, DeBeck K, Singer J, Wong H, Wood E, Kerr T. Changes in substance use in relation to opioid agonist therapy among people who use drugs in a Canadian setting. Drug Alcohol Depend 2020; 212:108005. [PMID: 32370932 PMCID: PMC7462099 DOI: 10.1016/j.drugalcdep.2020.108005] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/25/2019] [Revised: 04/02/2020] [Accepted: 04/06/2020] [Indexed: 02/07/2023]
Abstract
BACKGROUND Although previous studies have shown that opioid agonist therapy (OAT) is linked to reductions in illicit opioid use, less is known about how OAT impacts the use of other psychoactive substances. We aimed to examine the changes in use of different substances by comparing patterns before and after initiating OAT. METHODS Data for this study was derived from three ongoing prospective cohorts involving people who use drugs in Vancouver, Canada from 1996 to 2018. We assessed use patterns for heroin, illicit prescription opioid, cocaine, crack cocaine, crystal methamphetamine, cannabis, daily alcohol use, and benzodiazepines. Segmented regression was conducted to compare the trends of substance use between pre-treatment and post-treatment periods. RESULTS The study included 1107 participants. After OAT engagement, we observed an immediate decline in the proportion as well as a decreasing trend for heroin (Adjusted Odds Ratio (AOR): 0.80, 95% confidence interval (CI): 0.77, 0.83), illicit prescription opioid (AOR: 0.87, 95% CI: 0.83, 0.90), and benzodiazepines (AOR: 0.73, 95 % CI: 0.67, 0.80). There was no significant difference comparing the pre-treatment and post-treatment trends for cocaine, crack cocaine, crystal methamphetamine, and cannabis. However, higher growth slope was noted during the post-treatment period for daily alcohol use (P = 0.016). CONCLUSIONS We observed significant reduction in illicit opioids use following OAT initiation, but not for stimulant and cannabis. The increasing problematic use of alcohol may pose challenges to the safety and effectiveness of OAT. Development of comprehensive and tailored treatment strategies is needed for poly-substance users accessing OAT.
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Affiliation(s)
- Huiru Dong
- British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, British Columbia V6Z 2A9, Canada; School of Population and Public Health, University of British Columbia, 2206 E Mall, Vancouver, British Columbia V6T 1Z3, Canada
| | - Kanna Hayashi
- British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, British Columbia V6Z 2A9, Canada; Faculty of Health Sciences, Simon Fraser University, 8888 University Drive, Burnaby, British Columbia V5A 1S6, Canada
| | - M-J Milloy
- British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, British Columbia V6Z 2A9, Canada; Department of Medicine, University of British Columbia, 317-2194 Health Sciences Mall, Vancouver, British Columbia V6T 1Z3, Canada
| | - Kora DeBeck
- British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, British Columbia V6Z 2A9, Canada; School of Public Policy, Simon Fraser University, 8888 University Drive, Burnaby, British Columbia V5A 1S6, Canada
| | - Joel Singer
- School of Population and Public Health, University of British Columbia, 2206 E Mall, Vancouver, British Columbia V6T 1Z3, Canada; Centre for Health Evaluation & Outcome Sciences, 1081 Burrard Street, Vancouver, British Columbia V5Z 1Y6, Canada
| | - Hubert Wong
- School of Population and Public Health, University of British Columbia, 2206 E Mall, Vancouver, British Columbia V6T 1Z3, Canada; Centre for Health Evaluation & Outcome Sciences, 1081 Burrard Street, Vancouver, British Columbia V5Z 1Y6, Canada
| | - Evan Wood
- British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, British Columbia V6Z 2A9, Canada; Department of Medicine, University of British Columbia, 317-2194 Health Sciences Mall, Vancouver, British Columbia V6T 1Z3, Canada
| | - Thomas Kerr
- British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, British Columbia V6Z 2A9, Canada; Department of Medicine, University of British Columbia, 317-2194 Health Sciences Mall, Vancouver, British Columbia V6T 1Z3, Canada.
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Galaj E, Newman AH, Xi ZX. Dopamine D3 receptor-based medication development for the treatment of opioid use disorder: Rationale, progress, and challenges. Neurosci Biobehav Rev 2020; 114:38-52. [PMID: 32376243 PMCID: PMC7252042 DOI: 10.1016/j.neubiorev.2020.04.024] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2020] [Accepted: 04/28/2020] [Indexed: 01/11/2023]
Abstract
Opioid abuse and related overdose deaths continue to rise in the United States, contributing to the current national opioid crisis. Although several opioid-based pharmacotherapies are available (e.g., methadone, buprenorphine, naloxone), they show limited effectiveness in long-term relapse prevention. In response to the opioid crisis, the National Institute on Drug Abuse proposed a list of pharmacological targets of highest priority for medication development for the treatment of opioid use disorders (OUD). Among these are antagonists of dopamine D3 receptors (D3R). In this review, we first review recent progress in research of the dopamine hypothesis of opioid reward and abuse and then describe the rationale and recent development of D3R ligands for the treatment of OUD. Herein, an emphasis is placed on the effectiveness of newly developed D3R antagonists in the animal models of OUD. These new drug candidates may also potentiate the analgesic effects of clinically used opioids, making them attractive as adjunctive medications for pain management and treatment of OUD.
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Affiliation(s)
- Ewa Galaj
- Molecular Targets and Medication Discovery Branch, National Institute on Drug Abuse, Intramural Research Program, Baltimore, MD, United States
| | - Amy Hauck Newman
- Molecular Targets and Medication Discovery Branch, National Institute on Drug Abuse, Intramural Research Program, Baltimore, MD, United States
| | - Zheng-Xiong Xi
- Molecular Targets and Medication Discovery Branch, National Institute on Drug Abuse, Intramural Research Program, Baltimore, MD, United States.
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Trajectories of heroin use predict relapse risk among heroin-dependent patients: A 5-year follow-up study. J Clin Neurosci 2020; 76:134-139. [PMID: 32284287 DOI: 10.1016/j.jocn.2020.04.020] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2020] [Accepted: 04/04/2020] [Indexed: 11/21/2022]
Abstract
OBJECTIVES The relationship between past drug use trajectory and long-term relapse risk after rehabilitation among heroin-dependent patients remain understudied. The primary objectives were to identify longitudinal heroin use patterns of heroin-dependent patients, to determine the associative factors with trajectories and to investigate the impact of trajectory groups on relapse after finishing compulsory rehabilitation programs. MATERIALS AND METHODS A total of 564 heroin-dependent patients were recruited from 4 compulsory rehabilitation facilities in Shanghai, China between 2007 and 2008. The baseline data was linked to participants' follow-up data on relapse from official records. Group-based trajectory model was used to identify distinctive drug use trajectory groups. The association between the identified group and heroin relapse risk was then analyzed to understand the role of past drug use trajectory on relapse. RESULTS Five trajectory groups were identified in this cohort: (1) Rapid Decrease (9.9%); (2) Persistent High (32.0%); (3) Slow Decrease (34.1%); (4) Gradual Increase (4.5%); (5) Persistent Low (19.5%). Gender, age, education, and impulsivity were found to be different between the five groups. During the 5 years after discharged from the compulsory program, 291 (59.0%) individuals relapsed. Multivariate logistic regression analysis showed that the persistent high group (OR: 2.77 [1.46-5.24]), slow decrease group (OR: 2.31 [1.32-4.06]) and gradual increase group (OR: 3.50 [1.18-10.39]) was positively associated with the heroin relapse risk when compared to the persistent low group. CONCLUSIONS Heroin use trajectories vary among heroin-dependent patients in China. The trajectories of heroin use before compulsory rehabilitation are associated with subsequent long-term relapse risk.
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Rieb LM, Samaan Z, Furlan AD, Rabheru K, Feldman S, Hung L, Budd G, Coleman D. Canadian Guidelines on Opioid Use Disorder Among Older Adults. Can Geriatr J 2020; 23:123-134. [PMID: 32226571 PMCID: PMC7067148 DOI: 10.5770/cgj.23.420] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND In Canada, rates of hospital admission from opioid overdose are higher for older adults (≥ 65) than younger adults, and opioid use disorder (OUD) is a growing concern. In response, Health Canada commissioned the Canadian Coalition of Seniors' Mental Health to create guidelines for the prevention, screening, assessment, and treatment of OUD in older adults. METHODS A systematic review of English language literature from 2008-2018 regarding OUD in adults was conducted. Previously published guidelines were evaluated using AGREE II, and key guidelines updated using ADAPTE method, by drawing on current literature. Recommendations were created and assessed using the GRADE method. RESULTS Thirty-two recommendations were created. Prevention recommendations: it is key to prioritize non-pharmacological and non-opioid strategies to treat acute and chronic noncancer pain. Assessment recommendations: a comprehensive assessment is important to help discern contributions of other medical conditions. Treatment recommendations: buprenorphine is first line for both withdrawal management and maintenance therapy, while methadone, slow-release oral morphine, or naltrexone can be used as alternatives under certain circumstances; non-pharmacological treatments should be offered as an integrated part of care. CONCLUSION These guidelines provide practical and timely clinical recommendations on the prevention, assessment, and treatment of OUD in older adults within the Canadian context.
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Affiliation(s)
- Launette M Rieb
- Department of Family Practice, University of British Columbia, Vancouver, BC
| | - Zainab Samaan
- Department of Psychiatry, McMaster University, Hamilton, ON
| | | | - Kiran Rabheru
- Department of Psychiatry, University of Ottawa, Ottawa, ON
| | - Sid Feldman
- Department of Family and Community Medicine, University of Toronto, Toronto, ON
| | - Lillian Hung
- Canadian Gerontological Nurses Association, Toronto, ON
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Ruglass LM, Scodes J, Pavlicova M, Campbell ANC, Fitzpatrick S, Barbosa-Leiker C, Burlew K, Greenfield SF, Rotrosen J, Nunes EV. Trajectory classes of opioid use among individuals in a randomized controlled trial comparing extended-release naltrexone and buprenorphine-naloxone. Drug Alcohol Depend 2019; 205:107649. [PMID: 31704382 PMCID: PMC6990451 DOI: 10.1016/j.drugalcdep.2019.107649] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2019] [Revised: 09/01/2019] [Accepted: 09/10/2019] [Indexed: 01/03/2023]
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.
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Affiliation(s)
| | | | | | - Aimee N. C. Campbell
- Columbia University Irving Medical Center and New York State Psychiatric Institute
| | | | | | | | | | | | - Edward V. Nunes
- Columbia University Irving Medical Center and New York State Psychiatric Institute
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Trajectories of heroin use: A 15-year retrospective study of Mexican-American men who were affiliated with gangs during adolescence. Drug Alcohol Depend 2019; 204:107505. [PMID: 31550612 PMCID: PMC6989031 DOI: 10.1016/j.drugalcdep.2019.06.008] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/14/2018] [Revised: 06/04/2019] [Accepted: 06/05/2019] [Indexed: 11/21/2022]
Abstract
BACKGROUND Heroin use is a public health concern in the United States. Despite the unique etiology and patterns of heroin use among U.S. Latinos, long-term heroin trajectories and health consequences among Latinos are not well understood. This study aims to document the distinct heroin use trajectories for a group of street-recruited (non-treatment), young adult Mexican American men living in a disadvantaged community who were affiliated with gangs during their youth. METHODS One-time interviews conducted between 2009-2012 in San Antonio, TX collected retrospective data from a sample of 212 Mexican American young adult men who reported using heroin at least once. Group-based trajectory modeling was applied to determine discrete developmental trajectories of heroin use. ANOVA, Chi square tests, and multinomial logistic regression examined current (past year) social and health indicators among each trajectory group. RESULTS Five discrete heroin trajectories groups were identified: low use (n = 65); late accelerating (n = 31); early decelerating (n = 26); late decelerating (n = 38); and stably high (n = 52). Varying social and health consequences were found among the trajectory groups. CONCLUSION This study describes the unique heroin use trajectories and social and health outcomes among a high-risk subgroup of Mexican American men. The findings suggest that early intervention and intervention available in easy to access non-treatment spaces may be especially useful for groups of people who use relatively less heroin.
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Marel C, Mills KL, Slade T, Darke S, Ross J, Teesson M. Modelling Long-Term Joint Trajectories of Heroin Use and Treatment Utilisation: Findings from the Australian Treatment Outcome Study. EClinicalMedicine 2019; 14:71-79. [PMID: 31709404 PMCID: PMC6833348 DOI: 10.1016/j.eclinm.2019.07.013] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/25/2019] [Revised: 07/09/2019] [Accepted: 07/23/2019] [Indexed: 12/30/2022] Open
Abstract
BACKGROUND Heroin is currently contributing to the worst drug addiction epidemic in United States history; recent rates of use, dependence and death have also increased dramatically in parts of Europe. An improved understanding of the long-term relationship between heroin use and treatment utilisation is essential to inform both clinical and public health responses. We aimed to identify i) joint trajectories of heroin use and treatment utilisation, ii) predictors of joint group membership, and iii) outcomes associated with joint group membership; over 10-11 years among a cohort of Australians with heroin dependence. METHODS A total of 615 people with heroin dependence were recruited as part of a prospective longitudinal cohort study between 2001 and 02. This analysis focuses on 428 participants (70.1% of the original cohort) for whom complete data were available over 10-11 years. FINDINGS Five joint trajectory groups were identified: i) 'long-term stable' (17%: decrease in probability of heroin use alongside high treatment utilisation); ii) 'long-term success' (13%: decrease in heroin use alongside decreased treatment utilisation, until there was maintained abstinence from heroin with no treatment utilisation); iii) 'treatment failure' (12%: no decrease in heroin use alongside high treatment utilisation); iv) 'late success' (9%: gradual decrease in heroin use alongside increased treatment utilisation); and v) 'relapsed' (9%: relapse in heroin use alongside an increase and decrease in treatment utilisation). Few variables were found to predict joint group membership, but group membership was predictive of demographic, substance use and physical and mental health outcomes at 10-11 years. INTERPRETATION The role of treatment in recovery from heroin dependence is undeniable; however, a considerable proportion of people are able achieve and maintain abstinence without the need for ongoing treatment. An equally significant proportion will continue to use heroin despite being in long-term treatment. FUNDING Australian National Health and Medical Research Council.
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Affiliation(s)
- Christina Marel
- The Matilda Centre for Research in Mental Health and Substance Use, The University of Sydney, Australia
- Corresponding author at: The Matilda Centre for Research in Mental Health and Substance Use, Level 6, Jane Foss Russell Building (G02), The University of Sydney, NSW 2006, Australia.
| | - Katherine L. Mills
- The Matilda Centre for Research in Mental Health and Substance Use, The University of Sydney, Australia
| | - Tim Slade
- The Matilda Centre for Research in Mental Health and Substance Use, The University of Sydney, Australia
| | - Shane Darke
- National Drug and Alcohol Research Centre, University of New South Wales, Australia
| | - Joanne Ross
- National Drug and Alcohol Research Centre, University of New South Wales, Australia
| | - Maree Teesson
- The Matilda Centre for Research in Mental Health and Substance Use, The University of Sydney, Australia
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Bolshakova M, Bluthenthal R, Sussman S. Opioid use and misuse: health impact, prevalence, correlates and interventions. Psychol Health 2019; 34:1105-1139. [PMID: 31177850 PMCID: PMC7456364 DOI: 10.1080/08870446.2019.1622013] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2018] [Revised: 05/09/2019] [Accepted: 05/16/2019] [Indexed: 12/30/2022]
Abstract
Objective: To provide a broad overview of the state of drug misuse research, particularly focusing on opioid drug use in the U.S.A. Design: An overview of published reviews of the literature. Results: Prescription opioid use has increased globally from 2008 to 2013, while use of opiates such as heroin and opium have remained stable in many countries, although, decreases have been observed in parts of Europe. Opioid misuse is highest in the United States; approximately 11.8 million Americans misused opioids in 2016. Demographic, genetic, psychosocial and structural/environmental factors all play a role in determining who will become an opioid misuser. Strategies such as increased prescribing of non-opioid derived pain relievers, expansion of medication treatment, distribution of naloxone for overdose reversal and supervised consumption sites are some of the solutions posed to reduce the spread and consequences of opioid misuse. Conclusion: Research focused on understanding of opioid neurobiology, as well as empirically based, effective alternatives to pain management and implementation studies on combined prevention and treatment approaches are needed. It will take the combined effort of community members, healthcare professionals, policymakers and researchers in order to prevent and treat opioid misuse.
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Affiliation(s)
- Maria Bolshakova
- Department of Preventive Medicine, University of Southern California , Los Angeles , CA , USA
| | - Ricky Bluthenthal
- Department of Preventive Medicine, University of Southern California , Los Angeles , CA , USA
| | - Steve Sussman
- Department of Preventive Medicine, University of Southern California , Los Angeles , CA , USA
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Manhapra A, Stefanovics E, Rosenheck R. Initiating opioid agonist treatment for opioid use disorder nationally in the Veterans Health Administration: Who gets what? Subst Abus 2019; 41:110-120. [PMID: 31403914 DOI: 10.1080/08897077.2019.1640831] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Background: Despite substantial benefits associated with opioid agonist treatment (OAT) with buprenorphine and methadone for opioid use disorder (OUD), only a small proportion of patients with OUD initiate OAT. There is a lack of studies addressing the correlates of OAT initiation among patients with OUD. Methods: Using Veterans Health Administration (VHA) national administrative data, we identified veterans with OUD who started OAT with either buprenorphine or methadone maintenance treatment (MMT) in fiscal year (FY) 2012 (first prescription of buprenorphine or first methadone clinic visit after the first 60 days of FY) and those who received no OAT that year. Multivariate logistic regression models including sociodemographic characteristics, diagnoses, and service and psychotropic drug use variables were used to identify independent predictors of OAT initiation. Results: Greater age (10-year increments; odds ratio [OR]: 0.96, 95% confidence interval [CI]: 0.0.9-0.97) and black race (OR: 0.46, 95% CI: 0.38-0.55) were associated with lower odds of being started on buprenorphine compared with no OAT, but not with MMT initiation. Veterans with cocaine and anxiolytic-sedative hypnotic use disorders had higher odds of being started on both buprenorphine and methadone compared with no OAT. Receipt of any mental health inpatient treatment was associated with higher odds of being started on buprenorphine but not methadone. Overall, we were unable to identify a robust set of patient characteristics associated with initiation of OAT. Conclusion: This study points out the stark reality that in the middle of an opioid crisis, we have very little insight into which patients with OUD initiate OAT.
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Affiliation(s)
- Ajay Manhapra
- VA New England Mental Illness Research and Education Center, West Haven, Connecticut, USA.,Department of Psychiatry, Yale School of Medicine, New Haven, Connecticut, USA.,Advanced PACT Pain Clinic, VA Hampton Medical Center, Hampton, Virginia, USA.,Department of Physical Medicine and Rehabilitation, Eastern Virginia Medical School, Norfolk, Virginia, USA.,Department of Psychiatry, Eastern Virginia Medical School, Norfolk, Virginia, USA
| | - Elina Stefanovics
- VA New England Mental Illness Research and Education Center, West Haven, Connecticut, USA.,Department of Psychiatry, Yale School of Medicine, New Haven, Connecticut, USA
| | - Robert Rosenheck
- VA New England Mental Illness Research and Education Center, West Haven, Connecticut, USA.,Department of Psychiatry, Yale School of Medicine, New Haven, Connecticut, USA
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Baughman M, Tossone K, Singer MI, Flannery DJ. Evaluation of Treatment and Other Factors That Lead to Drug Court Success, Substance Use Reduction, and Mental Health Symptomatology Reduction Over Time. INTERNATIONAL JOURNAL OF OFFENDER THERAPY AND COMPARATIVE CRIMINOLOGY 2019; 63:257-275. [PMID: 30058416 DOI: 10.1177/0306624x18789832] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Adults presenting with substance use and mental health disorders in the criminal justice system is well documented. While studies have examined drug courts and medication-assisted treatment (MAT), few have examined social and behavioral health indicators, and even fewer have multiple study periods. This study employed a comprehensive approach to studying the MAT contribution to drug court success; reduce substance use, mental health symptoms, and risky behaviors; and the role that violence or trauma plays in mental health symptomatology. Using three time points, our findings indicated that MAT did not play a significant role in the reduction of substance use, risky behaviors, or mental health symptoms or increasing the odds of successful court graduation. However, there was an overall improvement from intake to termination in reduction of substance use, risky behaviors, and mental health symptomatology. Other factors, including social support, may play a role in drug court graduation. Policy implications are discussed.
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Affiliation(s)
| | | | - Mark I Singer
- 1 Case Western Reserve University, Cleveland, OH, USA
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Eastwood B, Strang J, Marsden J. Change in alcohol and other drug use during five years of continuous opioid substitution treatment. Drug Alcohol Depend 2019; 194:438-446. [PMID: 30502545 DOI: 10.1016/j.drugalcdep.2018.11.008] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/31/2018] [Revised: 11/09/2018] [Accepted: 11/13/2018] [Indexed: 10/27/2022]
Abstract
BACKGROUND English national prospective, observational cohort study of patients continuously enrolled for five years in opioid substitution treatment (OST) with oral methadone and sublingual buprenorphine. This is a secondary outcome analysis of change in use of alcohol and other drug use (AOD) following identification of heroin use trajectories during OST. METHODS All adults admitted to community OST in 2008/09 and enrolled to 2013/14 (n = 7717). Data from 11 sequential, six-monthly clinical reviews were used to identify heroin and AOD use trajectories by multi-level Latent Class Growth Analysis. OST outcome in the sixth and seventh year was 'successful completion and no re-presentation' (SCNR) to structured treatment and was assessed using multi-level logistic regression. RESULTS With 'rapid decreasing' heroin use trajectory as referent, 'continued high-level' heroin use predicted 'continued high-level' crack cocaine use (relative risk ratio [RRR] 58.7; 95% confidence interval [CI] 34.2-100.5),'continued high-level' alcohol use (RRR 1.2; 95% CI 1.0-1.5), 'increasing' unspecified drug use (RRR 1.7; 95% CI 1.4-2.1) and less 'high and increasing' cannabis use (RRR 0.5; 95% CI 0.4-0.6). 'Increasing' crack use was negatively associated with SCNR outcome for the 'decreasing then increasing' and 'gradual decreasing' heroin use groups (adjusted odds ratio [AOR] 0.5; 95% CI 0.3-0.9 and AOR 0.2; 95% CI 0.1-0.7, respectively). CONCLUSIONS Continued high-level heroin use non-response during long-term OST is associated with high-level crack cocaine and alcohol use, increasing unspecified drug use, but less high and increasing cannabis use. Increasing use of crack cocaine is negatively associated with the likelihood that long-term OST is completed successfully.
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Affiliation(s)
- Brian Eastwood
- King's College London, Addictions Department, Box 48, Institute of Psychiatry, Psychology and Neuroscience, DeCrespigny Park, Denmark Hill, London SE5 8AF, United Kingdom; Alcohol, Drugs, Tobacco and Justice Division, Health Improvement Directorate, Public Health England, 7th Floor Wellington House, 133-155 Waterloo Road, London SE1 8UG, United Kingdom.
| | - John Strang
- King's College London, Addictions Department, Box 48, Institute of Psychiatry, Psychology and Neuroscience, DeCrespigny Park, Denmark Hill, London SE5 8AF, United Kingdom.
| | - John Marsden
- King's College London, Addictions Department, Box 48, Institute of Psychiatry, Psychology and Neuroscience, DeCrespigny Park, Denmark Hill, London SE5 8AF, United Kingdom; Alcohol, Drugs, Tobacco and Justice Division, Health Improvement Directorate, Public Health England, 7th Floor Wellington House, 133-155 Waterloo Road, London SE1 8UG, United Kingdom.
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Carew AM, Comiskey C. Rising incidence of ageing opioid users within the EU wide treatment demand indicator; The Irish opioid epidemic from 1996 to 2014. Drug Alcohol Depend 2018; 192:329-337. [PMID: 30317161 DOI: 10.1016/j.drugalcdep.2018.08.031] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/08/2018] [Revised: 07/11/2018] [Accepted: 08/16/2018] [Indexed: 11/26/2022]
Abstract
BACKGROUND Literature identifies older people who use opioids as a neglected population. Little is known about temporal changes, or about treatment demand among this population. METHODS The EU Treatment Demand Indicator (TDI) for Ireland (1996-2014) was analyzed for trends in new opioid treatment admissions, ageing and drug using behaviors. A Joinpoint analysis was conducted. RESULTS Data from 18,692 individuals entering treatment for the first time showed that while the trend of age-adjusted incidence declined between 1996 and 2014, incidence among older age groups increased, with a rising incidence not previously observed among those aged 50 years and older. Subgroups of early and late treatment entries, and early and late opioid onset were observed. The median age commencing opioid use increased by three years from 18 to 21 years (U = 326141.5, p < 0.001). The median age entering treatment increased by 11 years (from age 20 to age 31) (U = 145465.5, p < 0.001). The median opioid-using duration prior to treatment increased by 5 years (from 2 to 7 years) (U = 170807.5, p < 0.001). Half of the individuals started injecting within one year of first using opioids. The median time between first injecting and commencing treatment increased by 6 years for men and 2 years for women. CONCLUSIONS The study utilizes European TDI data and finds that those entering treatment in Ireland is older, are injecting longer and are taking longer to enter treatment. These findings highlight how TDI data can be used to identify hidden groups at risk of chronic harm which may require prioritizing in policy and practice.
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Affiliation(s)
- Anne Marie Carew
- School of Nursing and Midwifery, Trinity College Dublin, The University of Dublin, 24 D'Olier Street, Dublin 2, Ireland.
| | - Catherine Comiskey
- School of Nursing and Midwifery, Trinity College Dublin, The University of Dublin, 24 D'Olier Street, Dublin 2, Ireland.
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Card KG, Armstrong HL, Carter A, Cui Z, Wang C, Zhu J, Lachowsky NJ, Moore DM, Hogg RS, Roth EA. Assessing the longitudinal stability of latent classes of substance use among gay, bisexual, and other men who have sex with men. Drug Alcohol Depend 2018; 188:348-355. [PMID: 29859447 PMCID: PMC7583659 DOI: 10.1016/j.drugalcdep.2018.04.019] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/16/2018] [Revised: 04/08/2018] [Accepted: 04/09/2018] [Indexed: 12/18/2022]
Abstract
BACKGROUND Association between substance use and HIV-risk among gay and bisexual men (GBM) is well documented. However, their substance use patterns are diverse, and it is unknown whether self-reported use patterns are stable over time. METHODS Sexually-active GBM, aged >16 years, were recruited in Metro Vancouver using respondent-driven sampling and followed across 5 study visits at six-month intervals (n = 449). To identify distinct patterns of substance use and their longitudinal stability, Latent Transition Analysis (LTA) was conducted for drugs reported by at least 30 participants. Intraclass correlation coefficients (ICC) quantified the stability of class assignments. RESULTS Six classes characterizing 'limited drug use' (i.e., low use of all drugs, except alcohol), 'conventional drug use' (i.e., use of alcohol, marijuana, and tobacco), 'club drug use' (i.e., use of alcohol, cocaine, and psychedelics), 'sex drug use' (i.e., use of alcohol, crystal meth, GHB, poppers, and erectile dysfunction drugs), 'street drug use' (i.e., use of alcohol and street opioids) and 'assorted drug use' (i.e., use of most drugs) were identified. Across five visits (2.5 years), 26.3% (n = 118/449) of GBM transitioned between classes. The prevalence of limited use trended upwards (Baseline:24.5%, Visit 5:28.3%, p < 0.0001) and assorted use trended downwards (13.4%-9.6%, p = 0.001). All classes had strong longitudinal stability (ICC > 0.97). CONCLUSION The stability of latent substance use patterns highlight the utility of these measures in identifying patterns of substance use among people who use drugs - potentially allowing for better assessment of these groups and interventions related to their health.
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Affiliation(s)
- Kiffer G. Card
- B.C. Centre for Excellence in HIV/AIDS, 608-1081 Burrard St, Vancouver, British Columbia, V6Z 1Y6, Canada,Faculty of Health Science, Simon Fraser University, 11300 Blusson Hall, 8888 University Drive, Burnaby, British Columbia, V5A 1S6, Canada
| | - Heather L. Armstrong
- B.C. Centre for Excellence in HIV/AIDS, 608-1081 Burrard St, Vancouver, British Columbia, V6Z 1Y6, Canada,Faculty of Medicine, University of British Columbia, 317-2194 Health Sciences Mall, Vancouver, British Columbia V6T 1Z3, Canada
| | - Allison Carter
- B.C. Centre for Excellence in HIV/AIDS, 608-1081 Burrard St, Vancouver, British Columbia, V6Z 1Y6, Canada; Faculty of Health Science, Simon Fraser University, 11300 Blusson Hall, 8888 University Drive, Burnaby, British Columbia, V5A 1S6, Canada.
| | - Zishan Cui
- B.C. Centre for Excellence in HIV/AIDS, 608-1081 Burrard St, Vancouver, British Columbia, V6Z 1Y6, Canada.
| | - Clara Wang
- B.C. Centre for Excellence in HIV/AIDS, 608-1081 Burrard St, Vancouver, British Columbia, V6Z 1Y6, Canada
| | - Julia Zhu
- B.C. Centre for Excellence in HIV/AIDS, 608-1081 Burrard St, Vancouver, British Columbia, V6Z 1Y6, Canada.
| | - Nathan J. Lachowsky
- B.C. Centre for Excellence in HIV/AIDS, 608-1081 Burrard St, Vancouver, British Columbia, V6Z 1Y6, Canada,School of Public Health and Social Policy, University of Victoria, B202 HSD Building, Victoria, British Columbia, V8P 5C2, Canada
| | - David M. Moore
- B.C. Centre for Excellence in HIV/AIDS, 608-1081 Burrard St, Vancouver, British Columbia, V6Z 1Y6, Canada,Faculty of Medicine, University of British Columbia, 317-2194 Health Sciences Mall, Vancouver, British Columbia V6T 1Z3, Canada
| | - Robert S. Hogg
- B.C. Centre for Excellence in HIV/AIDS, 608-1081 Burrard St, Vancouver, British Columbia, V6Z 1Y6, Canada,Faculty of Health Science, Simon Fraser University, 11300 Blusson Hall, 8888 University Drive, Burnaby, British Columbia, V5A 1S6, Canada
| | - Eric A. Roth
- B.C. Centre for Excellence in HIV/AIDS, 608-1081 Burrard St, Vancouver, British Columbia, V6Z 1Y6, Canada,Department of Anthropology, University of Victoria, B228 Cornett Building, Victoria, British Columbia, V8P 5C2, Canada
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Eastwood B, Strang J, Marsden J. Continuous opioid substitution treatment over five years: Heroin use trajectories and outcomes. Drug Alcohol Depend 2018; 188:200-208. [PMID: 29778774 DOI: 10.1016/j.drugalcdep.2018.03.052] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/25/2017] [Revised: 03/27/2018] [Accepted: 03/28/2018] [Indexed: 01/03/2023]
Abstract
BACKGROUND This is the first national study in England of continuous long-term opioid substitution treatment (OST). METHODS All adults were admitted to community OST for opioid use disorder (OUD) in 2008/09 with continuous enrolment to 2013/14 (n = 7719). Heroin use trajectories were identified by multilevel Latent Class Growth Analysis. In Year 6 and 7 of follow-up, the outcome measure (analysed by multilevel, multivariable logistic regression) was 'successful completion and no re-presentation' (SCNR) to community treatment within six months. RESULTS Five heroin use trajectory classes were identified: 'gradual decreasing' (20.9%), 'decreasing then increasing' (21.7%), 'continued low-level' (17.0%), 'rapid decreasing' (25.6%), and 'continued high-level' (14.8%). At the end of Year 7, 4616 people (60.3%) remained in OST. Of those discharged, 28.8% achieved the SCNR follow-up outcome. SCNR was more likely in the 'gradual decreasing' (adjusted odds ratio [AOR] 2.40; 95% confidence interval [CI] 1.77-3.26), 'continued low-level' (AOR 2.46; CI 1.78-3.40), and 'rapid decreasing' (AOR 3.40; CI 2.43-4.37) classes relative to the 'continued high-level' class. SCNR was more likely among patients employed at admission (AOR 1.45; 95% CI 1.15-1.83) and those receiving adjunctive psychosocial interventions (AOR 1.44; 95% CI 1.03 to 2.02). CONCLUSIONS Among English patients in OST for 5 years, heroin use trajectories were clearly delineated with a gradient of response on the study outcome. Successful completion and no re-presentation was achieved by 28.8% of discharged patients. The rapid decreasing trajectory had the greatest likelihood of positive outcome. Adjunctive psychosocial intervention during OST was associated with positive outcome.
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Affiliation(s)
- Brian Eastwood
- King's College London, Addictions Department, Box 48, Institute of Psychiatry, Psychology and Neuroscience, DeCrespigny Park, Denmark Hill, London, SE5 8AF, United Kingdom; Alcohol, Drugs, Tobacco and Justice Division, Health Improvement Directorate, Public Health England, 7th Floor, Wellington House, 133-155 Waterloo Road, London, SE1 8UG, United Kingdom.
| | - John Strang
- King's College London, Addictions Department, Box 48, Institute of Psychiatry, Psychology and Neuroscience, DeCrespigny Park, Denmark Hill, London, SE5 8AF, United Kingdom.
| | - John Marsden
- King's College London, Addictions Department, Box 48, Institute of Psychiatry, Psychology and Neuroscience, DeCrespigny Park, Denmark Hill, London, SE5 8AF, United Kingdom; Alcohol, Drugs, Tobacco and Justice Division, Health Improvement Directorate, Public Health England, 7th Floor, Wellington House, 133-155 Waterloo Road, London, SE1 8UG, United Kingdom.
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Treatment for opioid use and outcomes in older adults: a systematic literature review. Drug Alcohol Depend 2018; 182:48-57. [PMID: 29136566 DOI: 10.1016/j.drugalcdep.2017.10.007] [Citation(s) in RCA: 66] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/10/2017] [Revised: 10/14/2017] [Accepted: 10/16/2017] [Indexed: 11/24/2022]
Abstract
BACKGROUND Historically, issues relating to problem substance use among older people have received little attention, and have only recently been recognised. METHODS A literature review of relevant material was conducted in November 2015 to assess current outcome research among older adults treated for opioid dependence. Multiple electronic databases were searched and results were supplemented by grey literature, library and online searches, and relevant references within selected articles. Retrieved articles were assessed for relevance against the inclusion and exclusion criteria. Results were reviewed to identify major findings and recommendations. RESULTS A total of 76 titles were included in the review. Most research conducted on older adults involves alcohol and prescription medications. Older drug users are growing in number and have a unique profile, with many presenting for treatment for the first time aged 50-70 years. Findings reveal (1) opioid treatment numbers are decreasing, however the average age of treatment admissions is increasing, (2) there is no consensus on what old is (3) two distinct types of older opioid substance users exist (early/late onset), (4) older clients achieve better treatment outcomes than younger counterparts, and (5) older women achieve better treatment outcomes than men. CONCLUSIONS Findings suggest that little is known about treatment outcomes among older people. Problematic drug use (of which opioids make up the largest proportion) had been incorrectly assumed to end as patients age. Defining an age limit for 'older' is important. Addiction and healthcare services must anticipate and prepare for increased demand by this group.
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Ivers JH, Fitzgerald J, Whelan C, Sweeney B, Keenan E, Fagan A, McMarrow J, Meany J, Barry J, Frodl T. Progressive white matter impairment as a predictor of outcome in a cohort of opioid-dependent patient's post-detoxification. Addict Biol 2018; 23:304-312. [PMID: 27739172 DOI: 10.1111/adb.12466] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
White matter impairment is associated with opioid dependence. However, the specific neuropathology related to opioid dependence is still not fully understood. The main aims of this study were to: (1) assess the association between white matter impairment and duration of dependence; (2) examine whether this impairment correlates with treatment outcome measures in opioid-dependent patients post-detoxification. Fifty-eight opioid-dependent patients participated, 20 females and 38 males, across three groups: less than 10 years use (n = 18), 10-15 years use (n = 26) and 16-25+ years use (n = 14). Diffusion tensor imaging was used to assess white matter impairment; whole brain voxel-wise analysis of fractional anisotropy, mean diffusivity (MD), axial diffusivity (AD) and radial diffusivity (RD) were performed by Tract-Based-Spatial-Statistics to pinpoint abnormalities in white matter. The longer the subjects were dependent on opioids, the more widespread and severely the white-matter integrity was disrupted. A general linear model was used to examine patients who relapsed compared to those who were abstinent at follow-up. No statistical difference was found between groups (p > 0.05). Partial correlations were performed to investigate the relationship between clinical outcome measures (physical health, psychological well being and quality of life and hope for the future) and white-matter microstructural differences. Significant correlations were found between AD in the posterior corona radiata (L) and MD in the superior longitudinal fasciculus and a clinical measure for HOPE at 9-month follow-up. Nevertheless, it must be noted that the calculation of numerous correlations raises the possibility of a type I error, namely; to incorrectly conclude the occurrence of a significant correlation. The ability to investigate the structure-clinical relationship may improve our understanding of the pathological abnormalities associated with opioid dependence and has promise for use in evaluating future therapeutic outcomes in this population.
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Affiliation(s)
- Jo-Hanna Ivers
- Department of Public Health and Primary Care; School of Medicine Trinity College Dublin; Ireland
| | - Jacqueline Fitzgerald
- Trinity College Institute of Neuroscience; Trinity College Dublin; Ireland
- Department of Psychiatry; School of Medicine, Trinity College Dublin; Ireland
| | - Christopher Whelan
- Department of Molecular and Cellular Therapeutics Royal College of Surgeons, Dublin; Royal College of Surgeons in Ireland; Ireland
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute; Keck School of Medicine of the University of Southern California; Los Angeles CA United States
| | | | - Eamon Keenan
- National Drug Treatment Centre Board; Health Service Executive, Dublin; Ireland
| | - Andrew Fagan
- National Centre for Advanced Medical Imaging (CAMI), St James Hospital; Ireland
- Department of Clinical Medicine, School of Medicine; Trinity College Dublin; Ireland
| | - Jason McMarrow
- National Centre for Advanced Medical Imaging (CAMI), St James Hospital; Ireland
- Department of Clinical Medicine, School of Medicine; Trinity College Dublin; Ireland
| | - Jim Meany
- National Centre for Advanced Medical Imaging (CAMI), St James Hospital; Ireland
- Department of Clinical Medicine, School of Medicine; Trinity College Dublin; Ireland
| | - Joe Barry
- Department of Public Health and Primary Care; School of Medicine Trinity College Dublin; Ireland
| | - Thomas Frodl
- Trinity College Institute of Neuroscience; Trinity College Dublin; Ireland
- Department of Psychiatry; School of Medicine, Trinity College Dublin; Ireland
- Department of Psychiatry and Psychotherapy; Otto von Guericke University Magdeburg; Germany
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Meacham MC, Roesch SC, Strathdee SA, Gaines TL. Perceived Treatment Need and Latent Transitions in Heroin and Methamphetamine Polydrug Use among People who Inject Drugs in Tijuana, Mexico. J Psychoactive Drugs 2017; 50:62-71. [PMID: 28960166 DOI: 10.1080/02791072.2017.1370747] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
People who inject drugs (PWID) in Tijuana, Mexico, use heroin and/or methamphetamine. While polydrug use is associated with HIV risk behavior, less is known about the stability of polydrug use patterns over time and how polydrug use is related to perceived treatment need. Within a cohort of PWID in Tijuana (N = 735) we sought to (1) characterize subgroups of polydrug and polyroute use from baseline to six months; (2) determine the probabilities of transitioning between subgroups; and (3) examine whether self-reported need for help for drug use modified these transition probabilities. Latent transition analysis (LTA) identified four latent statuses: heroin-only injection (38% at both baseline and follow-up); co-injection of heroin with methamphetamine (3% baseline, 15% follow-up); injection of heroin and methamphetamine (37% baseline, 32% follow-up); and polydrug and polyroute users who injected heroin and both smoked and injected methamphetamine (22% baseline, 14% follow-up). Heroin-only injectors had the highest probability of remaining in the same latent status at follow-up. The majority reported great or urgent need for treatment (51%) and these PWID had greater odds of transitioning to a higher-risk status at follow-up, emphasizing the need for evidence-based drug treatment options for PWID.
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Affiliation(s)
- Meredith C Meacham
- a Postdoctoral Fellow, Department of Psychiatry , University of California, San Francisco , San Francisco , CA , USA.,b Doctoral Student, School of Public Health , San Diego State University , San Diego , CA , USA.,c Doctoral Student, Division of Global Public Health , Department of Medicine, University of California , San Diego, La Jolla , CA , USA
| | - Scott C Roesch
- d Professor, Department of Psychology , San Diego State University , San Diego , CA , USA
| | - Steffanie A Strathdee
- e Professor, Division of Global Public Health, Department of Medicine , University of California , San Diego, La Jolla , CA , USA
| | - Tommi L Gaines
- f Assistant Professor, Division of Global Public Health, Department of Medicine , University of California , San Diego, La Jolla , CA , USA
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Eastwood B, Strang J, Marsden J. Effectiveness of treatment for opioid use disorder: A national, five-year, prospective, observational study in England. Drug Alcohol Depend 2017; 176:139-147. [PMID: 28535456 DOI: 10.1016/j.drugalcdep.2017.03.013] [Citation(s) in RCA: 44] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/06/2016] [Revised: 03/03/2017] [Accepted: 03/07/2017] [Indexed: 01/02/2023]
Abstract
BACKGROUND This the first 5-year effectiveness study of publicly funded treatment for opioid use disorder (OUD) in England. METHODS All adults initiating treatment in 2008/09 in all 149 local treatment systems reporting to the National Drug Treatment Monitoring System (n=54,347). Admission polydrug use sub-populations were identified by Latent Class Analysis. The treatment outcome measure was 'successful completion and no re-presentation within six months' (SCNR) analysed by multilevel, multivariable logistic regression and funnel plots to contrast outcome by treatment system. RESULTS SCNR was achieved by 21.9%. Heroin and crack cocaine users were significantly less likely to achieve this outcome than patients who used heroin only (adjusted odds ratio [AOR] 0.90; 95% confidence interval [CI] 0.85-0.95). Older patients (AOR 1.09; CI 1.07-1.11), those employed (AOR 1.27; CI 1.18-1.37) and those enrolled for longer treatment were more likely to achieve the outcome measure. After risk adjustment, the local treatment systems that achieved substantially better outcome performance (14/149) had a lower rate of opiate prevalence in the local population at time of study initiation (incidence rate difference [IRD] 4.1; CI 4.0-4.2), fewer criminal offences per thousand (IRD 28.5; CI 28.1-28.8) and lower drug-related deaths per million (IRD 5.9; CI 5.9-5.9). CONCLUSIONS In an English national study, one fifth of patients successful completed treatment for OUD and did not present for further treatment within six months. Longer time in treatment increases the probability of achieving and maintaining clinical benefit from treatment. After risk-adjustment, an important minority of treatment systems achieve substantially better outcome performance.
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Affiliation(s)
- Brian Eastwood
- Addictions Department, Box 48, Institute of Psychiatry, Psychology and Neuroscience, DeCrespigny Park, Denmark Hill, London SE5 8AF, United Kingdom; Alcohol, Drugs and Tobacco Division, Health and Wellbeing Directorate, Public Health England, 2nd Floor, Skipton House, 80 London Road, London SE1 6LH, United Kingdom.
| | - John Strang
- Addictions Department, Box 48, Institute of Psychiatry, Psychology and Neuroscience, DeCrespigny Park, Denmark Hill, London SE5 8AF, United Kingdom.
| | - John Marsden
- Addictions Department, Box 48, Institute of Psychiatry, Psychology and Neuroscience, DeCrespigny Park, Denmark Hill, London SE5 8AF, United Kingdom; Alcohol, Drugs and Tobacco Division, Health and Wellbeing Directorate, Public Health England, 2nd Floor, Skipton House, 80 London Road, London SE1 6LH, United Kingdom
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Teesson M, Marel C, Darke S, Ross J, Slade T, Burns L, Lynskey M, Memedovic S, White J, Mills KL. Trajectories of heroin use: 10-11-year findings from the Australian Treatment Outcome Study. Addiction 2017; 112:1056-1068. [PMID: 28060437 DOI: 10.1111/add.13747] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/02/2016] [Revised: 07/25/2016] [Accepted: 01/04/2017] [Indexed: 11/29/2022]
Abstract
AIMS To identify trajectories of heroin use in Australia, predictors of trajectory group membership and subsequent outcomes among people with heroin dependence over 10-11 years. DESIGN Longitudinal cohort study. SETTING Sydney, Australia. PARTICIPANTS A total of 615 participants were recruited between 2001 and 2002 as part of the Australian Treatment Outcome Study (66.2% male; mean age 29 years). The predominance of the cohort (87.0%) was recruited upon entry to treatment (maintenance therapies, detoxification and residential rehabilitation), and the remainder from non-treatment settings (e.g. needle and syringe programmes). This analysis focused upon 428 participants for whom data on heroin use were available over 10-11 years following study entry. MEASUREMENTS Structured interviews assessed demographics, treatment history, heroin and other drug use, overdose, criminal involvement, physical health and psychopathology. Group-based trajectory modelling was used to: (i) identify trajectory groups based on use of heroin in each year, (ii) examine predictors of group membership and (iii) examine associations between trajectory group membership and 10-11-year outcomes. FINDINGS Six trajectory groups were identified [Bayesian Information Criterion (BIC) = -1927.44 (n = 4708); -1901.07 (n = 428)]. One in five (22.1%) were classified as having 'no decrease' in heroin use, with the probability of using remaining high during the 10-11 years (> 0.98 probability of use in each year). One in six (16.1%) were classified as demonstrating a 'rapid decrease to maintained abstinence'. The probability of heroin use among this group declined steeply in the first 2-3 years and continued to be low (< 0.01). The remaining trajectories represented other fluctuating patterns of use. Few baseline variables were found to predict trajectory group membership, but group membership was predictive of demographic, substance use and physical and mental health outcomes at 10-11 years. CONCLUSIONS Long-term trajectories of heroin use in Australia appear to show considerable heterogeneity during a decade of follow-up, with few risk factors predicting group membership. Just more than a fifth continued to use at high levels, while fewer than a fifth become abstinent early on and remained abstinent. The remainder showed fluctuating patterns.
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Affiliation(s)
- Maree Teesson
- National Drug and Alcohol Research Centre, University of New South Wales, Sydney, NSW, Australia.,National Health and Medical Research Council (NHMRC) Centre for Research Excellence in Mental Health and Substance Use, University of New South Wales, Australia
| | - Christina Marel
- National Drug and Alcohol Research Centre, University of New South Wales, Sydney, NSW, Australia.,National Health and Medical Research Council (NHMRC) Centre for Research Excellence in Mental Health and Substance Use, University of New South Wales, Australia
| | - Shane Darke
- National Drug and Alcohol Research Centre, University of New South Wales, Sydney, NSW, Australia
| | - Joanne Ross
- National Drug and Alcohol Research Centre, University of New South Wales, Sydney, NSW, Australia.,National Health and Medical Research Council (NHMRC) Centre for Research Excellence in Mental Health and Substance Use, University of New South Wales, Australia
| | - Tim Slade
- National Drug and Alcohol Research Centre, University of New South Wales, Sydney, NSW, Australia.,National Health and Medical Research Council (NHMRC) Centre for Research Excellence in Mental Health and Substance Use, University of New South Wales, Australia
| | - Lucy Burns
- National Drug and Alcohol Research Centre, University of New South Wales, Sydney, NSW, Australia
| | - Michael Lynskey
- National Addiction Centre, Institute of Psychiatry, Psychology and Neuroscience, London, UK
| | - Sonja Memedovic
- National Drug and Alcohol Research Centre, University of New South Wales, Sydney, NSW, Australia.,National Health and Medical Research Council (NHMRC) Centre for Research Excellence in Mental Health and Substance Use, University of New South Wales, Australia
| | - Joanne White
- National Drug and Alcohol Research Centre, University of New South Wales, Sydney, NSW, Australia.,National Health and Medical Research Council (NHMRC) Centre for Research Excellence in Mental Health and Substance Use, University of New South Wales, Australia
| | - Katherine L Mills
- National Drug and Alcohol Research Centre, University of New South Wales, Sydney, NSW, Australia.,National Health and Medical Research Council (NHMRC) Centre for Research Excellence in Mental Health and Substance Use, University of New South Wales, Australia
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Majer JM, Harris JC, Jason LA. An Examination of Women Ex-Offenders With Methadone Histories. INTERNATIONAL JOURNAL OF OFFENDER THERAPY AND COMPARATIVE CRIMINOLOGY 2017; 61:711-723. [PMID: 26275413 PMCID: PMC5553198 DOI: 10.1177/0306624x15600834] [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] [Indexed: 06/04/2023]
Abstract
Criminal (drug and prostitution) charges, employment levels (weekly hours), recent substance use in the past 6 months, and primary sources of income were examined among a sample ( n = 106) of women ex-offenders who had opioid use disorders with and without methadone histories. A general linear model was tested to examine differences in relation to methadone use history. Results from a one-way MANCOVA found that those with methadone histories reported significantly higher levels of drug and prostitution charges than those without any methadone history, but no significant differences in terms of weekly hours of employment or recent substance use were observed between groups. Women ex-offenders with methadone histories reported various sources of income beyond employment, and proportionally, more of these women reported prostitution as a primary source of income. Findings suggest that methadone maintenance treatments are not sufficient in meeting the needs of women ex-offenders.
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Evans EA, Grella CE, Washington DL, Upchurch DM. Gender and race/ethnic differences in the persistence of alcohol, drug, and poly-substance use disorders. Drug Alcohol Depend 2017; 174:128-136. [PMID: 28324815 DOI: 10.1016/j.drugalcdep.2017.01.021] [Citation(s) in RCA: 47] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/19/2016] [Revised: 01/09/2017] [Accepted: 01/14/2017] [Indexed: 12/13/2022]
Abstract
AIMS To examine gender and racial/ethnic differences in the effect of substance use disorder (SUD) type on SUD persistence. METHODS Data were provided by 1025 women and 1835 men from the National Epidemiologic Survey on Alcohol and Related Conditions (NESARC) to examine whether gender and race/ethnicity (Non-Hispanic White, Black, Hispanic) moderate the effects of DSM-IV defined past-12 month SUD type (alcohol, drug, poly-substance) on SUD persistence at 3-year follow-up, controlling for covariates. Using gender-stratified weighted binary logistic regression, we examined predictors of SUD persistence, tested an SUD type by race/ethnicity interaction term, and calculated and conducted Bonferroni corrected pairwise comparisons of predicted probabilities. RESULTS SUD persistence rates at 3-year follow-up differed for SUD type by gender by race/ethnicity sub-group, and ranged from 31% to 81%. SUD persistence rates were consistently higher among poly-substance users; patterns were mixed in relation to gender and race/ethnicity. Among women, alcohol disordered Hispanics were less likely to persist than Whites. Among men, drug disordered Hispanics were less likely to persist than Whites. Also, Black men with an alcohol or drug use disorder were less likely to persist than Whites, but Black men with a poly-substance use disorder were more likely to persist than Hispanics. CONCLUSIONS The effect of SUD type on SUD persistence varies by race/ethnicity, and the nature of these relationships is different by gender. Such knowledge could inform tailoring of SUD screening and treatment programs, potentially increasing their impact.
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Affiliation(s)
- Elizabeth A Evans
- Integrated Substance Abuse Programs, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, USA; Community Health Sciences, Fielding School of Public Health, University of California, Los Angeles, USA; Department of Veterans Affairs (VA) Health Service Research and Development (HSR and D) Center for the Study of Healthcare Innovation, Implementation and Policy (CSHIIP), VA Greater Los Angeles Healthcare System, USA; Department of Health Policy and Promotion, School of Public Health and Health Sciences, University of Massachusetts Amherst, USA.
| | - Christine E Grella
- Integrated Substance Abuse Programs, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, USA
| | - Donna L Washington
- Department of Veterans Affairs (VA) Health Service Research and Development (HSR and D) Center for the Study of Healthcare Innovation, Implementation and Policy (CSHIIP), VA Greater Los Angeles Healthcare System, USA; Department of Medicine, Geffen School of Medicine, University of California, Los Angeles, USA
| | - Dawn M Upchurch
- Community Health Sciences, Fielding School of Public Health, University of California, Los Angeles, USA
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Alm S. Hur gick det för 1960- och 1970-talets svenska narkotikamissbrukare? NORDIC STUDIES ON ALCOHOL AND DRUGS 2017. [DOI: 10.1515/nsad-2015-0013] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
What happened to the Swedish problem drug users of the 1960's and 1970's? AimS & DESIGN – In this study we follow a Stockholm birth cohort born in 1953 (n= 14 294) from youth to middle age. The cohort members were in their teenage years when drug abuse was established as a considerable threat to Swedish society and some of the cohort members themselves became drug abusers (n=431). Results – As expected, life became dramatically worse for those with documented drug abuse when young, than for the rest of the cohort members. While 72 percent of those without documented drug abuse were socially included at the age of 56, the corresponding share among those with documented drug abuse was 18 per cent. And while 5 percent in the former group were diseased at 56, this was true for 38 percent in the latter group. Supplementary analyses showed that social inclusion was also less stable among those with documented drug abuse than among the rest of the cohort, and that the flow from exclusion to inclusion was virtually nonexistent, which was not the case for those without experience of drug abuse. Conclusions – Gender specific analyses showed that the situation, at least in absolute terms, tended to be even worse for male drug abusers than for women. Gender differences in alcohol abuse, criminality, and with respect to parenthood are suggested as possible explanations to be further studied in future research.
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Affiliation(s)
- Susanne Alm
- Department of Criminology Stockholm University
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46
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Bazargan-Hejazi S, De Lucia V, Pan D, Mojtahedzadeh M, Rahmani E, Jabori S, Zahmatkesh G, Bazargan M. Gender Comparison in Referrals and Treatment Completion to Residential and Outpatient Alcohol Treatment. SUBSTANCE ABUSE-RESEARCH AND TREATMENT 2016; 10:109-116. [PMID: 28008266 PMCID: PMC5170882 DOI: 10.4137/sart.s39943] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 04/14/2016] [Revised: 07/04/2016] [Accepted: 07/11/2016] [Indexed: 12/18/2022]
Abstract
BACKGROUND Residential treatment for alcoholism is associated with high completion rates for clients, yet there appear to be gender disparities in patient referrals and treatment completion rates. We studied whether (A) gender is associated with differential patient placement to outpatient vs. residential treatment facilities and (B) completion rates differ by gender. METHODS In this cross-sectional study, we analyzed the admission and discharge data from 185 publicly funded substance abuse treatment facilities across Los Angeles County between 2005 and 2010. RESULTS Among the 33,745 studied cases, women were referred to residential treatment facilities less frequently than men (75% vs. 66%). The adjusted results derived from logistic regression models confirmed that females were more likely to be referred to outpatient treatment than to residential treatment facilities (odds ratio [OR]: 1.15, 95% confidence interval [CI]: 1.05–1.26). In addition, we observed that compared to White/Caucasian patients, all other races were associated with more referral to outpatient facilities (ie, less referral to residential facilities), indicating a racial disparity on the top of the observed gender disparity. However, there was no significant link between gender and treatment completion rates (OR: 0.93, 95% CI: 0.86–1.00). CONCLUSIONS Women seem to have treatment completion rates comparable to men, yet they are less likely to be referred to residential treatment facilities. Hence, there still remains a gender disparity in alcoholic patient referrals. Further studies should delineate which specific therapeutic aspects and programmatic components of women-focused treatments are essential to augment positive treatment outcomes.
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Affiliation(s)
- Shahrzad Bazargan-Hejazi
- Department of Psychiatry, Charles R. Drew University of Medicine and Science, Los Angeles CA, USA.; Department of Psychiatry, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, CA, USA
| | - Valory De Lucia
- Department of Family Medicine, College of Medicine, Charles R. Drew University of Medicine and Science, Los Angeles, CA, USA
| | - Deyu Pan
- Department of Family Medicine, College of Medicine, Charles R. Drew University of Medicine and Science, Los Angeles, CA, USA
| | - Mona Mojtahedzadeh
- Department of Psychiatry, Paul L. Foster School of Medicine, Texas Tech University Health Sciences Center, Lubbock, TX, USA
| | - Elham Rahmani
- School of Public Health, Boston University, Boston, MA, USA
| | - Sinan Jabori
- University of California at Los Angeles, Los Angeles, CA, USA
| | - Golara Zahmatkesh
- School of Medicine, University of California at Irvine, Irvine, CA, USA
| | - Mohsen Bazargan
- Department of Family Medicine, College of Medicine, Charles R. Drew University of Medicine and Science, Los Angeles, CA, USA
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Effectiveness of adjunctive, personalised psychosocial intervention for non-response to opioid agonist treatment: Study protocol for a pragmatic randomised controlled trial. Contemp Clin Trials 2016; 53:36-43. [PMID: 27940188 DOI: 10.1016/j.cct.2016.12.003] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2016] [Revised: 11/25/2016] [Accepted: 12/03/2016] [Indexed: 11/24/2022]
Abstract
INTRODUCTION Opioid use disorder (OUD) is a debilitating and relapsing psychiatric disorder; opioid agonist therapy (OAT) is the front-line, evidence-supported treatment. A substantial number of patients relapse or continue to use heroin or other illicit drugs during OAT. There is considerable heterogeneity in the OAT-resistant sub-population, with many behavioural moderators of treatment response. We have developed a personalised psychosocial intervention (PSI) targeting these individuals. A formulation-guided assessment is linked to a toolkit of motivational, cognitive/behavioural and social support techniques. Change methods have been adapted from evidence-supported psychological therapies and are idiosyncratically tailored to the need and response. METHODS In this single-centre, 18-week, parallel group, pragmatic randomised clinical trial, we will determine the clinical and cost-effectiveness of the PSI as an adjunctive intervention during OAT, in comparison to opioid agonist treatment-as-usual. We plan to recruit 368 adults. The primary outcome measure is the proportion of participants categorised as 'responders' at the end of the intervention (defined as self-reported abstinence from heroin and cocaine with no positive biological drug tests during the 28days prior to the endpoint). Secondary outcomes include: percentage of days abstinent from heroin and cocaine in the 28days before follow-up; treatment retention; therapy compliance; health and social functioning; exploratory genetic biomarkers; and analyses of treatment moderation and mediation. CONCLUSIONS This pragmatic controlled trial determines the effectiveness and cost-effectiveness of a personalised PSI for non-responding patients during OAT. Our intervention applies motivational, cognitive/behavioural and social support techniques adapted from evidence-based therapies. Findings will inform stratified delivery of OAT.
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Patterns and Correlates of Injecting Among Heroin Users: A 11-Year Follow-up of the Australian Treatment Outcome Study Cohort. ADDICTIVE DISORDERS & THEIR TREATMENT 2016. [DOI: 10.1097/adt.0000000000000082] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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49
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[Out of addictions: Alcohol, or alcohol to alcohol]. Encephale 2016; 43:326-333. [PMID: 27372354 DOI: 10.1016/j.encep.2016.02.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2015] [Revised: 02/18/2016] [Accepted: 02/29/2016] [Indexed: 11/20/2022]
Abstract
Pathways from alcoholism to recovery are documented; less often are those from drug addiction to alcoholism. Biographical approaches allow analyzing how people change their uses and talk about their trajectories of recovery. METHODS Three hundred and forty-one people (34% women) in the Paris area were questioned on their trajectories with a biographical questionnaire. Some open questions were aimed to understand the connection they made between events in their lives, how recovered they felt and what they considered strengths or obstacles. All the participants had stopped at least one product. Their mean age was 43, and 26% were over 50. STUDY OBJECTIVES How can the differences between one substance addicts and dual abusers be explained? Can we hypothesize a better result for the patients with a single dependence to alcohol in their lives for the following two reasons? (1) They could really be taken in charge for their alcoholism whereas the dual abusers mostly receive cared for their illicit drug problems with an under estimation of their problem with alcohol. In this case, they turn to alcohol after weaning themselves from their drug dependence so as to return to a social consumption, especially when they are given an opiate treatment. (2) Conversely could we suggest that the dual substance abusers had different trajectories from their childhood (more adverse events, more social difficulties, mental health problems), and that this accumulation explains their skipping from one substance or behaviour to another without any real recovery for decades? RESULTS All respondents were polydrug users. Eighty-two had been dependent mainly on alcohol. One hundred and twenty-one people had been drug addicts (mostly heroin), which they had stopped on average ten years before the survey. The last group included 138 persons who had been heroin or cocaine addicts and alcoholics in their lives, a third of whom had been dependent on alcohol before their drug addiction (35%), a tenth on both at the same time (10%) and more than half of the users (55%) had turned from drug addiction to alcoholism. The group concerning alcohol dependence includes the oldest participants, on average 49.7, and 55% of them were abstinent at the survey. Conversely, the group "with no alcohol dependence" had mainly turned to opiate treatments. Their histories in dependence and in various social statuses also showed a longer duration out of employment, in sickness or invalidity, or in prison, for the drug dependents as opposed to the "mainly" alcoholics. The population with dual substance abuse experienced twice as many adverse childhood events as the others (P<0.005): it was the case for 19.5% in "mainly alcohol" dependence compared to 38.4% in dual abuse. The recovery capital gave a mean score of 7.56±2.35 (median 7). A score below 6 was considered low. The score was significantly different according to the dependence groups: while 7.3% of "mainly alcohol" dependents had a score below 6, this was the case for 30.4% of the dual group (with alcohol and drugs), and 19% for the "mainly drug dependence" group. Controlling ages, sexes and groups of dependence in a logistic regression, the risk of having a recovery capital below six was more than four times higher for the dual dependents as opposed to the "mainly alcohol" dependents. CONCLUSION Some people stay for decades in drug addiction centers switching from one dependence to another. Their alcohol drinking should be addressed earlier to prevent them from turning to drinking excessively in order to wean themselves from their drug addiction.
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Betts KS, Chan G, McIlwraith F, Dietze P, Whittaker E, Burns L, Alati R. Differences in polysubstance use patterns and drug-related outcomes between people who inject drugs receiving and not receiving opioid substitution therapies. Addiction 2016; 111:1214-23. [PMID: 26857811 DOI: 10.1111/add.13339] [Citation(s) in RCA: 48] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/30/2015] [Revised: 01/08/2016] [Accepted: 02/01/2016] [Indexed: 11/26/2022]
Abstract
AIMS To test if polysubstance use profiles and drug-related outcomes differ between those receiving and not receiving opioid substitution therapies (OST) among people who inject drugs (PWID). DESIGN An annual cross-sectional, sentinel sample of PWID across Australia. SETTING Data came from 3 years (2011-13) of the Illicit Drug Reporting System (IDRS). PARTICIPANTS A total of 2673 participants who injected drugs from the combined national IDRS samples of 2011 (n = 868), 2012 (n = 922) and 2013 (n = 883). MEASUREMENTS Latent class analysis (LCA) was used to summarize participants' self-reported use of 18 types of substances, with the resulting polysubstance use profiles then associated with participant experience of a number of drug-related outcomes. FINDINGS Polysubstance use profiles exhibiting a broad range of substance use were generally at increased risk of negative drug-related outcomes, whether or not participants were receiving OST, including thrombosis among OST receivers [odds ratio (OR) = 2.13, 95% confidence intervals (CI) = 1.09-4.17], injecting with used needles among OST receivers and non-receivers, respectively (OR = 2.78, 95% CI = 1.50-5.13; OR = 2.15, 95% CI = 1.34-3.45) and violent criminal offences among OST receivers and non-receivers, respectively (OR =2.30, 95% CI = 1.16-4.58; OR = 1.87, 95% CI = 1.14-3.07). An important exception was non-fatal overdose which was related specifically to a class of PWID who were not receiving OST and used morphine frequently (OR = 1.83, 95% CI = 1.06-3.17) CONCLUSION: Regardless of opioid substitution therapies usage, people who inject drugs who use a broad-range of substances experience greater levels of injecting-related injuries and poorer health outcomes and are more likely to engage in criminal activity than other groups of people who inject drugs.
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Affiliation(s)
- Kim S Betts
- School of Population Health, The University of Queensland, Herston, QLD, Australia
| | - Gary Chan
- Centre for Youth Substance Abuse, University of Queensland, Brisbane, QLD, Australia
| | - Fairlie McIlwraith
- QADREC, School of Population Health Building, University of Queensland, Brisbane, QLD, Australia
| | - Paul Dietze
- MacFarlane Burnet Institute for Medical and Public Health Research, Melbourne, VIC, Australia
| | - Elizabeth Whittaker
- National Drug and Alcohol Centre, University of New South Wales, NSW, Australia
| | - Lucy Burns
- National Drug and Alcohol Centre, University of New South Wales, NSW, Australia
| | - Rosa Alati
- School of Public Health and Centre for Youth Substance Abuse Research, University of Queensland, Brisbane, QLD, Australia
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