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Pocuca N, Campbell G, Ellem R, Newland G, Walter Z, Dignan J, Stokes H, Hides L. Three-Month Polysubstance Use Patterns Among People Enrolled in Outpatient Treatment for Methamphetamine Use. Subst Use Misuse 2025; 60:775-785. [PMID: 39781907 DOI: 10.1080/10826084.2024.2447437] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/12/2025]
Abstract
BACKGROUND Polysubstance use is common among people who use methamphetamine. This prospective study examined the three-month polysubstance use profiles among people enrolled in outpatient treatment for methamphetamine use and associated substance use, mental health, and treatment correlates. METHOD The present study used routinely collected client-reported outcome measures data from N = 1,507 clients enrolled in outpatient treatment who reported methamphetamine as their primary drug of concern (Mean age = 34.48; SD = 8.68; 56% male). Past-month substance use was assessed at baseline, one-, and three-months. FINDINGS Repeated measures latent class analyses revealed four classes: (1) high and decreasing methamphetamine + stable moderate alcohol + stable high cannabis and daily tobacco (n = 474, 31.45%); (2) stable high methamphetamine + stable high alcohol and daily tobacco (n = 346, 22.96%); (3) low and decreasing methamphetamine + stable moderate daily tobacco (n = 322, 21.37%); (4) stable high methamphetamine + stable moderate daily tobacco (n = 365, 24.22%). Probability of using substances other than methamphetamine remained relatively stable for each class across time. Classes 1 and 4 had greatest severity of methamphetamine involvement at baseline and three-months. Class 1 had greater odds of experiencing moderate-to-severe depression and anxiety, and PTSD and psychosis, compared to class 3. CONCLUSION Individuals enrolled in outpatient treatment who report methamphetamine as their primary drug of concern report distinct substance use patterns, although daily tobacco use was mostly ubiquitous. Polysubstance use was widespread, with 79% of participants having moderate-to-high probability of polysubstance use at all timepoints. Clients with the most severe polysubstance use had the highest rates of co-occurring psychopathology.
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Affiliation(s)
- Nina Pocuca
- National Centre for Youth Substance Use Research (NCYSUR), School of Psychology, The University of Queensland, Brisbane, Australia
| | - Gabrielle Campbell
- National Centre for Youth Substance Use Research (NCYSUR), School of Psychology, The University of Queensland, Brisbane, Australia
| | - Rhiannon Ellem
- National Centre for Youth Substance Use Research (NCYSUR), School of Psychology, The University of Queensland, Brisbane, Australia
| | - Grace Newland
- National Centre for Youth Substance Use Research (NCYSUR), School of Psychology, The University of Queensland, Brisbane, Australia
| | - Zoe Walter
- National Centre for Youth Substance Use Research (NCYSUR), School of Psychology, The University of Queensland, Brisbane, Australia
| | | | | | - Leanne Hides
- National Centre for Youth Substance Use Research (NCYSUR), School of Psychology, The University of Queensland, Brisbane, Australia
- Lives Lived Well, Brisbane, Australia
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Ghosh A, Shaktan A, Verma A, Basu D, Rana DK, Nehra R, Ahuja CK, Modi M, Singh P. Neurocognitive Dysfunctions in People with Concurrent Cannabis Use and Opioid Dependence: A Cross-Sectional, Controlled Study. J Psychoactive Drugs 2025; 57:71-83. [PMID: 38251910 DOI: 10.1080/02791072.2024.2308213] [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: 07/06/2023] [Accepted: 12/13/2023] [Indexed: 01/23/2024]
Abstract
Cannabis and opioid co-dependence is independently associated with cognitive impairments. We examined neurocognitive dysfunctions in people with concurrent opioid dependence with cannabis dependence (OD+CD) or cannabis use (OD+CU) compared to those with only opioid dependence (OD) and healthy controls (HC). We selected adult participants, any sex, who met the diagnosis of OD (N = 268), OD+CU (N = 58), and OD + CD (N = 115). We recruited 68 education-matched HC. We administeredStandard progressive matrices (SPM), Wisconsin card sorting test (WCST), Iowa gambling task (IGT), Trail making tests A and B (TMT), and verbal and visual working memory 1-, 2-backtests. 496 (97.5%) were men, and 13 (2.5%) were women. In WCST, OD and OD+CD had significantly higher non-perseverative errors than HC. OD+CD group completed significantly lesser categories than HC. In verbal working memory 2-back, HC scored significantly fewer errors than OD and OD +CD. All patient groups, OD, OD+CU, and OD+CD, scored higher commission errors than HC in visual working memory 1-back. OD and OD+CD scored higher commission and total errors than the controls. OD+CU showed lesser error score than HC in TMT B. Cannabis and opioid co-dependence contribute to cognitive impairments, especially in working memory and executive functions.
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Affiliation(s)
- Abhishek Ghosh
- Drug Deaddiction and Treatment Centre, Department of Psychiatry, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Alka Shaktan
- Drug Deaddiction and Treatment Centre, Department of Psychiatry, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Abhishek Verma
- Drug Deaddiction and Treatment Centre, Department of Psychiatry, Postgraduate Institute of Medical Education and Research, Chandigarh, India
- Department of Psychology, Punjab University, Chandigarh, India
| | - Debasish Basu
- Drug Deaddiction and Treatment Centre, Department of Psychiatry, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Devender K Rana
- Drug Deaddiction and Treatment Centre, Department of Psychiatry, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Ritu Nehra
- Department of Psychiatry, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Chirag K Ahuja
- Department of Radiodiagnosis & Imaging, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Manish Modi
- Department of Neurology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Paramjit Singh
- Department of Radiodiagnosis & Imaging, Postgraduate Institute of Medical Education and Research, Chandigarh, India
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Bleyer A, Barnes B, Stuyt E, Voth EA, Finn K. Cannabis and the overdose crisis among US adolescents. Am J Addict 2024. [PMID: 39563651 DOI: 10.1111/ajad.13669] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2024] [Revised: 10/04/2024] [Accepted: 11/05/2024] [Indexed: 11/21/2024] Open
Abstract
BACKGROUND AND OBJECTIVES Since 2019, the drug overdose death rate among adolescents 14-18 years of age in the United States more than doubled. That cannabis legalization may have contributed to this tragedy is investigated by comparing the death rate in jurisdictions that have legalized medicinal or both medicinal and recreational use with those that have not. METHODS Unintentional drug overdose death data for each state and District of Columbia (jurisdictions) were obtained from CDC WONDER and separately evaluated according to the jurisdiction legalization implementation of cannabis: recreational legalization, medicinal legalization but not recreational legalization, and nonlegalization. RESULTS After a decade of similar and decreasing overdose death rates, jurisdictions that implemented cannabis legalization had a statistically significant greater increase in overdose deaths than nonlegalizing states. Those that implemented recreational legalization had the greatest increase, in which the rate was 88%, 479%, and 115% greater in 2019, 2020, and 2021, respectively, than in nonlegalizing jurisdictions. The overdose death rate versus cannabis legalization correlations are apparent in both females and males and in White, Black, and Hispanic individuals, and a statistically significant greater rate increases between recreational cannabis legalization implementation and nonlegalization. CONCLUSION AND SCIENTIFIC SIGNIFICANCE Legalization of cannabis is associated with overdose deaths in American adolescents, especially recreational legalization, and regardless of sex or White-Black-Hispanic race/ethnicity. Cause and effect relationships of these previously unreported correlations, if verified, merit investigation of biologic and psychosocial mechanisms, interventions, and prevention strategies.
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Affiliation(s)
- Archie Bleyer
- Department of Radiation Medicine and Knight Cancer Institute, Oregon Health and Science University, Portland, Oregon, USA
- Department of Pediatrics, University of Texas McGovern Medical School, Houston, Texas, USA
| | - Brian Barnes
- Palliative Care and Hospice Operations, St. Charles Healthcare System, Bend, Oregon, USA
| | - Elizabeth Stuyt
- International Academy on the Science and Impact of Cannabis-IASIC, Topeka, Kansas, USA
| | - Eric A Voth
- International Academy on the Science and Impact of Cannabis-IASIC, Salida, Colorado, USA
| | - Kenneth Finn
- International Academy on the Science and Impact of Cannabis-IASIC; Volunteer Faculty Member, University of Colorado Medical School, Colorado Springs, Colorado, USA
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Warnock CA, Ondrusek AR, Edelman EJ, Kershaw T, Muilenburg JL. Perspectives regarding cannabis use: Results from a qualitative study of individuals engaged in substance use treatment in Georgia and Connecticut. DRUG AND ALCOHOL DEPENDENCE REPORTS 2024; 11:100228. [PMID: 38585142 PMCID: PMC10997993 DOI: 10.1016/j.dadr.2024.100228] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/13/2024] [Revised: 03/08/2024] [Accepted: 03/14/2024] [Indexed: 04/09/2024]
Abstract
Objective Cannabis use is increasingly pervasive throughout the U.S. People in treatment for substance use disorders (SUD) may be especially at-risk of harm due to this changing context of cannabis in the U.S. This study's objective was to qualitatively describe experiences and beliefs around cannabis among people who had entered treatment for any SUD in the past 12-months. Methods From May to November of 2022, we conducted 27 semi-structured interviews (n=16 in Georgia, n=11 in Connecticut) with individuals in treatment for SUD in Georgia and Connecticut. Interviews were recorded, transcribed, and thematically analyzed using an emergent approach. Results All participants had used cannabis in the past. Four themes emerged from the interviews. Participants: (1) perceived cannabis as an important contributor to non-cannabis substance use initiation in adolescence; (2) viewed cannabis as a substance with the potential to improve health with fewer side effects than prescription medications; (3) expressed conflicting opinions regarding cannabis as a trigger or tool to manage cravings for other non-cannabis substances currently; and 4) described concerns related to negative legal, social service, and treatment-related consequences as well as negative peer perception relating to the use of cannabis. Conclusion Although participants described cannabis's important role as an initiatory drug in adolescence and young adulthood, many felt that cannabis was a medicinal substance for a range of health challenges. These findings suggest SUD treatment clinicians should address medicinal beliefs related to cannabis among their clients and emphasizes the need for research on cannabis use and SUD treatment outcomes.
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Affiliation(s)
- Charles A. Warnock
- Center for Interdisciplinary Research on AIDS, Yale School of Public Health, New Haven, CT, USA
- Department of Social and Behavioral Sciences, Yale School of Public Health, New Haven, CT, USA
| | - Ashlin R. Ondrusek
- Department of Psychology, University of Nebraska-Lincoln, Lincoln, NE, USA
| | - E. Jennifer Edelman
- Center for Interdisciplinary Research on AIDS, Yale School of Public Health, New Haven, CT, USA
- Department of Social and Behavioral Sciences, Yale School of Public Health, New Haven, CT, USA
- Yale Program in Addiction Medicine, Yale School of Medicine, New Haven, CT, USA
- Department of Internal Medicine, Yale School of Medicine, New Haven, USA
| | - Trace Kershaw
- Center for Interdisciplinary Research on AIDS, Yale School of Public Health, New Haven, CT, USA
- Department of Social and Behavioral Sciences, Yale School of Public Health, New Haven, CT, USA
| | - Jessica L. Muilenburg
- Department of Health Promotion and Behavior, University of Georgia College of Public Health, Athens, GA, USA
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Bleyer A, Barnes B, Finn K. United States marijuana legalization and opioid mortality trends before and during the first year of the COVID-19 pandemic. J Opioid Manag 2024; 20:119-132. [PMID: 38700393 DOI: 10.5055/jom.0829] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/05/2024]
Abstract
BACKGROUND To determine if marijuana legalization was associated with reduced opioid mortality. STUDY DESIGN The United States (US) opioid mortality trend during the 2010-2019 decade was compared in states and District of Columbia (jurisdictions) that had implemented marijuana legalization with states that had not. Acceleration of opioid mortality during 2020, the first year of the coronavirus disease 2019 (COVID-19) pandemic, was also compared in recreational and medicinal-only legalizing jurisdictions. METHODS Joinpoint methodology was applied to the Centers for Disease Control and Prevention WONDER data. Trends in legalizing jurisdictions were cumulative aggregates. RESULTS The overall opioid and fentanyl death rates and the percentage of opioid deaths due to fentanyl increased more during 2010-2019 in jurisdictions that legalized marijuana than in those that did not (pairwise comparison p = 0.007, 0.05, and 0.006, respectively). By 2019, the all-opioid and fentanyl death rates were 44 and 50 percent greater in the legalizing than in the nonlegalizing jurisdictions, respectively. When the COVID-19 pandemic hit in 2020, jurisdictions that implemented recreational marijuana legalization before 2019 had significantly greater increases in both overall opioid and fentanyl death rates than jurisdictions with medicinal-only legalization. For all-opioids, the mean (95 percent confidence interval) 2019-to-2020 increases were 46.5 percent (36.6, 56.3 percent) and 29.1 percent (20.2, 37.9 percent), respectively (p = 0.02). For fentanyl, they were 115.6 percent (80.2, 151.6 percent) and 55.4 percent (31.6, 79.2 percent), respectively (p = 0.01). CONCLUSIONS During the past decade, marijuana legalization in the US was associated at the jurisdiction level with a greater acceleration in opioid death rate. An even greater increase in opioid mortality occurred in recreational-legalizing jurisdictions with the onset of the COVID-19 pandemic. Marijuana legalization is correlated with worsening of the US opioid epidemic.
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Affiliation(s)
- Archie Bleyer
- Oregon Health and Science University, Portland, Oregon; University of Texas McGovern Medical School, Houston, Texas. ORCID: https://orcid.org/0000-0001-7738-5146
| | - Brian Barnes
- St. Charles Healthcare System, Bend, Oregon; PhD Candidate, Integral and Transpersonal Psychology, California Institute of Integral Studies, San Francisco, California
| | - Kenneth Finn
- Springs Rehabilitation, Colorado Springs, Colorado
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6
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Morin KA, Tatangelo M, Marsh D. Canadian Addiction Treatment Centre (CATC) opioid agonist treatment cohort in Ontario, Canada. BMJ Open 2024; 14:e080790. [PMID: 38401902 PMCID: PMC10895228 DOI: 10.1136/bmjopen-2023-080790] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Accepted: 02/14/2024] [Indexed: 02/26/2024] Open
Abstract
PURPOSE The Canadian Addiction Treatment Centre (CATC) cohort was established during a period of increased provision of opioid agonist treatment (OAT), to study patient outcomes and trends related to the treatment of opioid use disorder (OUD) in Canada. The CATC cohort's strengths lie in its unique physician network, shared care model and event-level data, making it valuable for validation and integration studies. The CATC cohort is a valuable resource for examining OAT outcomes, providing insights into substance use trends and the impact of service-level factors. PARTICIPANTS The CATC cohort comprises 32 246 people who received OAT prescriptions between April 2014 and February 2021, with ongoing tri-annual updates planned until 2027. The cohort includes data from all CATC clinics' electronic medical records and includes demographic information and OAT clinical indicators. FINDINGS TO DATE This cohort profile describes the demographic and clinical characteristics of patients being treated in a large OAT physician network. As well, we report the longitudinal OAT retention by treatment type during a time of increasing exposure to a contaminated dangerous drug supply. Notable findings also include retention differences between methadone (32% of patients at 1 year) and buprenorphine (20% at 1 year). Previously published research from this cohort indicated that patient-level factors associated with retention include geographic location, concurrent substance use and prior treatment attempts. Service-level factors such as telemedicine delivery and frequency of urine drug screenings also influence retention. Additionally, the cohort identified rising OAT participation and a substantial increase in fentanyl use during the COVID-19 pandemic. FUTURE PLANS Future research objectives are the longitudinal evaluation of retention and flexible modelling techniques that account for the changes as patients are treated with OAT. Furthermore, future research aims are the use of conditional models, and linkage with provincial-level administrative datasets.
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Affiliation(s)
- Kristen A Morin
- Northern Ontario School of Medicine University, Sudbury, Ontario, Canada
- Health Sciences North, Sudbury, Ontario, Canada
- ICES North, Sudbury, Ontario, Canada
| | - Mark Tatangelo
- Health Sciences North, Sudbury, Ontario, Canada
- ICES North, Sudbury, Ontario, Canada
| | - David Marsh
- Northern Ontario School of Medicine University, Sudbury, Ontario, Canada
- Health Sciences North, Sudbury, Ontario, Canada
- ICES North, Sudbury, Ontario, Canada
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7
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Cui Z, Karamouzian M, Law M, Hayashi K, Milloy MJ, Kerr T. The Impact of Longitudinal Substance Use Patterns on the Risk of Opioid Agonist Therapy Discontinuation: A Repeated Measures Latent Class Analysis. Int J Ment Health Addict 2023; 22:4004-4020. [PMID: 39722780 PMCID: PMC11666779 DOI: 10.1007/s11469-023-01098-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/07/2023] [Indexed: 12/28/2024] Open
Abstract
Polysubstance use is prevalent among individuals on opioid agonist treatment (OAT), yet past studies have focused primarily on distinct substances and their association with OAT retention. Data was collected from two prospective cohorts between 2005 and 2020 in Vancouver, Canada. Among 13,596 visits contributed by 1445 participants receiving OAT, we employed repeated measures latent class analysis using seven indicators and identified four longitudinal substance use classes. Using marginal structural Cox modeling, we found that compared to the primarily crack use class, the two opioid and stimulant use classes carried a higher risk of OAT discontinuation, while the primarily cannabis and crack use class had a lower OAT discontinuation risk. Our findings highlight the need for integrated treatment strategies to manage the co-use of opioids and stimulants during receipt of OAT and suggest future research should explore the potential of cannabis as a harm reduction strategy or adjunctive treatment to OAT. Word count: 150/150. Supplementary Information The online version contains supplementary material available at 10.1007/s11469-023-01098-8.
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Affiliation(s)
- Zishan Cui
- British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, BC Canada
- School of Population and Public Health, University of British Columbia, 2206 E Mall, Vancouver, BC Canada
| | - Mohammad Karamouzian
- British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, BC Canada
- Centre on Drug Policy Evaluation, Saint Michael’s Hospital, 36 Queen St E, Toronto, ON Canada
| | - Michael Law
- School of Population and Public Health, University of British Columbia, 2206 E Mall, Vancouver, BC Canada
- Centre for Health Services and Policy Research, University of British Columbia, 2206 E Mall, Vancouver, BC Canada
| | - Kanna Hayashi
- British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, BC Canada
- Faculty of Health Sciences, Simon Fraser University, 8888 University Drive, Burnaby, BC Canada
| | - M-J Milloy
- British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, BC Canada
- Department of Medicine, University of British Columbia, 317-2194 Health Sciences Mall, Vancouver, BC Canada
| | - Thomas Kerr
- British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, BC Canada
- Department of Medicine, University of British Columbia, 317-2194 Health Sciences Mall, Vancouver, BC Canada
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Lake S, Kerr T, Buxton J, Walsh Z, Cooper ZD, Socías ME, Fairbairn N, Hayashi K, Milloy MJ. The Cannabis-Dependent Relationship Between Methadone Treatment Dose and Illicit Opioid Use in a Community-Based Cohort of People Who Use Drugs. Cannabis Cannabinoid Res 2023; 8:155-165. [PMID: 34813374 PMCID: PMC9940808 DOI: 10.1089/can.2021.0080] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023] Open
Abstract
Background: Methadone maintenance treatment (MMT) is an effective treatment for opioid use disorder. However, subtherapeutic dosing may lead to continued opioid use by failing to suppress opioid withdrawal and craving. Preclinical and pilot experimental research suggests that cannabinoids may reduce opioid withdrawal and craving. We sought to test whether the association between low methadone dose and illicit opioid use differs according to concurrent cannabis use patterns. Methods: Data for this study were derived from two community-recruited cohorts of people (≥18 years old) who use illicit drugs in Vancouver, Canada. We used generalized estimating equations to estimate the adjusted association between lower daily MMT dose (<90 mg/day) and daily illicit opioid use, testing for interaction between dose and daily cannabis use. Results: Between December 2005 and December 2018, 1389 participants reported MMT enrolment and were included in the study. We observed a significant interaction (p<0.01) between daily cannabis and lower MMT dose on concurrent daily illicit opioid use: lower MMT doses increased the odds of daily illicit opioid use by 86% (adjusted odds ratio [AOR]=1.86, 95% confidence interval [CI]=1.61-2.16) during periods of no or low-frequency cannabis use and by 30% during periods of daily cannabis use (AOR=1.30, 95% CI=1.01-1.67). Discussion: This study provides preliminary observational evidence that cannabis may mitigate some of the negative effects of subtherapeutic MMT dosing, guiding future clinical investigations into the safety and efficacy of cannabis and cannabinoids as adjunct treatment for MMT.
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Affiliation(s)
- Stephanie Lake
- British Columbia Centre on Substance Use, Vancouver, Canada
- UCLA Cannabis Research Initiative, Jane and Terry Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, Los Angeles, California, USA
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, California, USA
| | - Thomas Kerr
- British Columbia Centre on Substance Use, Vancouver, Canada
- Division of Social Medicine, Department of Medicine, University of British Columbia, St. Paul's Hospital, Vancouver, Canada
| | - Jane Buxton
- School of Population and Public Health, University of British Columbia, Vancouver, Canada
| | - Zach Walsh
- Department of Psychology, University of British Columbia, Kelowna, Canada
| | - Ziva D. Cooper
- UCLA Cannabis Research Initiative, Jane and Terry Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, Los Angeles, California, USA
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, California, USA
| | - M. Eugenia Socías
- British Columbia Centre on Substance Use, Vancouver, Canada
- Division of Social Medicine, Department of Medicine, University of British Columbia, St. Paul's Hospital, Vancouver, Canada
| | - Nadia Fairbairn
- British Columbia Centre on Substance Use, Vancouver, Canada
- Division of Social Medicine, Department of Medicine, University of British Columbia, St. Paul's Hospital, Vancouver, Canada
| | - Kanna Hayashi
- British Columbia Centre on Substance Use, Vancouver, Canada
- Faculty of Health Sciences, Simon Fraser University, Burnaby, Canada
| | - M.-J. Milloy
- British Columbia Centre on Substance Use, Vancouver, Canada
- Division of Social Medicine, Department of Medicine, University of British Columbia, St. Paul's Hospital, Vancouver, Canada
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9
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Salmasi V, Nelson LM, Hong J, Mackey SC. Association of cannabis and/or opioid with quality of life and healthcare utilization in patients with chronic pain. FRONTIERS IN PAIN RESEARCH (LAUSANNE, SWITZERLAND) 2022; 3:1015605. [PMID: 36506271 PMCID: PMC9729730 DOI: 10.3389/fpain.2022.1015605] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Accepted: 10/31/2022] [Indexed: 11/25/2022]
Abstract
Background Opioids have been commonly used to treat chronic pain, but they are associated with significant morbidity and mortality. Cannabis has been advocated as an alternative; however, a growing number of patients are now using a combination of opioid and cannabis and the impact of this combination is not well-studied. Aim We characterized use of opioid and/or cannabis in patients with chronic pain; and compared utilization of healthcare resources. Methods We conducted a cross-sectional study to determine if measures of physical, psychological and social functioning differed among patients according to whether they used opioids and/or cannabis. We used our learning healthcare system - CHOIR - to capture NIH Patient Reported Outcomes Measure Information System surveys, and legacy pain and treatment specific questions. Results Patients who report use of opioid and/or cannabis experience higher levels of physical, psychological and social distress. After adjusting for inversed weight of propensity scores, they have higher odds of visiting an emergency room, staying overnight at the hospital, and visiting a physician. Conclusion Our results show that use of opioid and/or cannabis is associated with worse baseline characteristics and outcomes. Our study however cannot determine if worse outcomes are due to the opioids and/or cannabis or simply that these patients are worse off before using opioids and/or cannabis. Thus, it is important to characterize the trajectory of these patients in a prospective longitudinal study.
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Affiliation(s)
- Vafi Salmasi
- Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Palo Alto, CA, United States,Correspondence: Vafi Salmasi
| | - Lorene M. Nelson
- Department of Epidemiology and Population Health, Stanford University School of Medicine, Palo Alto, CA, United States
| | - Juliette Hong
- Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Palo Alto, CA, United States
| | - Sean C. Mackey
- Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Palo Alto, CA, United States
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10
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Moses TE, Rhodes GL, Tavakoli E, Christensen CW, Amirsadri A, Greenwald MK. Predictors of Retention and Drug Use Among Patients With Opioid Use Disorder Transferred to a Specialty "Second Chance" Methadone Program. Subst Abuse 2022; 16:11782218221138335. [PMID: 36407024 PMCID: PMC9669697 DOI: 10.1177/11782218221138335] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Accepted: 10/22/2022] [Indexed: 11/17/2022]
Abstract
Background Many patients in methadone treatment have difficulty achieving or maintaining drug abstinence, and many clinics have policies that lead to discharging these patients. We designed a pilot "Second Chance" (SC) program for patients scheduled to be discharged from other local methadone clinics to be transferred to our clinic. Aim Determine whether SC patients' retention and opioid use is related to physical or mental health conditions, non-opioid substance use, or treatment features. Methods From December 2012 to December 2014, this program enrolled 70 patients who were discharged from other clinics in the area; we were their last remaining option for methadone treatment. Unlike the clinic's standard policies, the treatment focus for SC patients was retention rather than abstinence. This program focused on connection to care (eg, psychiatric services) and enabled patients to continue receiving services despite ongoing substance use. Each patient was assessed at treatment entry and followed until June 2016 to evaluate outcomes. Results SC patients receiving disability benefits (n = 37) vs. non-disabled (n = 33) had significantly (P < .05) higher rates of current DSM-IV Axis I psychiatric diagnosis (97% vs 70%), prescriptions for opioids (84% vs 55%) and benzodiazepines (65% vs 27%), and higher methadone doses at admission (58 vs 46 mg) but did not differ significantly in rates of 6-month or 1-year retention (77% and 56%, respectively) or all-drug use (39% positive urine drug screens). Methadone doses >65 mg predicted significantly longer retention and less opioid use, but these effects were not moderated by baseline characteristics. Conclusions Patients in methadone treatment struggling to achieve abstinence may benefit from retention-oriented harm-reduction programs. Higher methadone doses can improve retention and opioid abstinence despite psychiatric comorbidities. Further work is needed to improve program implementation and outcomes in this complex population.
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Affiliation(s)
- Tabitha E Moses
- Department of Psychiatry and Behavioral
Neurosciences, Wayne State University School of Medicine, Detroit, MI, USA
| | - Gary L Rhodes
- Department of Psychiatry and Behavioral
Neurosciences, Wayne State University School of Medicine, Detroit, MI, USA
| | - Emytis Tavakoli
- Ontario Shores Centre for Mental Health
Sciences, Toronto, CA, Canada
| | - Carl W Christensen
- Department of Psychiatry and Behavioral
Neurosciences, Wayne State University School of Medicine, Detroit, MI, USA
| | - Alireza Amirsadri
- Department of Psychiatry and Behavioral
Neurosciences, Wayne State University School of Medicine, Detroit, MI, USA
| | - Mark K Greenwald
- Department of Psychiatry and Behavioral
Neurosciences, Wayne State University School of Medicine, Detroit, MI, USA,Mark K Greenwald, Department of Psychiatry
and Behavioral Neurosciences, Wayne State University School of Medicine, 3901
Chrysler Service Drive, Suite 2A, Detroit, MI 48201, USA.
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11
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Morin KA, Dabous JR, Vojtesek F, Marsh D. Evaluating the association between urine drug screening frequency and retention in opioid agonist treatment in Ontario, Canada: a retrospective cohort study. BMJ Open 2022; 12:e060857. [PMID: 36223960 PMCID: PMC9562722 DOI: 10.1136/bmjopen-2022-060857] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/06/2022] [Accepted: 10/02/2022] [Indexed: 11/09/2022] Open
Abstract
OBJECTIVE The objective of this study was to evaluate how urine drug screening (UDS) frequency is associated with retention in opioid agonist treatment (OAT). METHODS Data for this retrospective cohort study of 55 921 adults in OAT in Ontario, Canada, were derived from administrative sources between 1 January 2011 and 31 December 2015. All patient information was linked anonymously across databases using encrypted health card numbers. Descriptive statistics were calculated for comparing UDS frequency groups using standardised differences (d) where d less than 10% indicated a statistically significant difference. A logistic regression model was then used to calculate ORs adjusting for baseline covariates, including sex, age, location of residence, income quintile, mental disorders, HIV status and deep tissue infections. RESULTS Over 70% of the cohort had four or more UDS tests per month (weekly or more UDS). Significant associations were observed between UDS frequency and 1-year treatment retention in OAT biweekly (adjusted OR (aOR)=3.20, 95% CI 2.75 to 3.75); weekly UDS (aOR=6.86, 95% CI 5.88 to 8.00) and more than weekly (aOR=8.03, 95% CI 6.87 to 9.38) using the monthly or less groups as the reference. CONCLUSION This study identified an association between weekly UDS and 1-year treatment retention in OAT. There is an active discussion within Canada about the utility of UDS. The lack of evidence for the impact of UDS on retention has left it open to some to argue they simply provide a barrier to patient engagement. Therefore, it is timely of this study to demonstrate that more frequent urine testing is not associated with a reduction in treatment retention.
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Affiliation(s)
- Kristen A Morin
- ICES North, Sudbury, Ontario, Canada
- Health Sciences North Research Institute, Sudbury, Ontario, Canada
- Northern Ontario School of Medicine-East Campus, Sudbury, Ontario, Canada
| | - John R Dabous
- Northern Ontario School of Medicine-East Campus, Sudbury, Ontario, Canada
| | - Frank Vojtesek
- Northern Ontario School of Medicine-East Campus, Sudbury, Ontario, Canada
| | - David Marsh
- ICES North, Sudbury, Ontario, Canada
- Northern Ontario School of Medicine-East Campus, Sudbury, Ontario, Canada
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12
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Tahsin F, Morin KA, Vojtesek F, Marsh DC. Measuring treatment attrition at various stages of engagement in Opioid Agonist Treatment in Ontario Canada using a cascade of care framework. BMC Health Serv Res 2022; 22:490. [PMID: 35413980 PMCID: PMC9004214 DOI: 10.1186/s12913-022-07877-8] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Accepted: 03/31/2022] [Indexed: 11/29/2022] Open
Abstract
Background The cascade of care framework is an effective way to measure attrition at various stages of engagement in Opioid Agonist Treatment (OAT). The primary objective of the study was to describe the cascade of care for patients who have accessed OAT from a network of specialized addiction clinics in Ontario, Canada. The secondary objectives were to evaluate correlates associated with retention in OAT at various stages and the impact of patients’ location of the residence on retention in OAT. Design A multi-clinic retrospective cohort study was conducted using electronic medical record (EMR) data from the largest network of OAT clinics in Canada (70 clinics) from 2014 to 2020. Study participants included all patients who received OAT from the network of clinics during the study period. Measurements In this study, four stages of the cascade of care framework were operationalized to identify treatment engagement patterns, including patients retained within 90 days, 90 to 365 days, one to 2 years, and more than 2 years. Correlates associated with OAT retention for 90 days, 90 to 365 days, 1 to 2 years, and more than 2 years were also evaluated and compared across rural and urban areas in northern and southern Ontario. Results A total of 32,487 patients were included in the study. Compared to patients who were retained in OAT for 90 days, patients who were retained for 90 to 365 days, 1 to 2 years, or more than 2 years were more likely to have a higher number of treatment attempts, a higher number of average monthly urine drug screening and a lower proportion of positive urine drug screening results for other drug use. Conclusion Distinct sociodemographic and clinical factors are likely to influence treatment retention at various stages of engagement along the OAT continuum. Research is required to determine if tailored strategies specific to people at different stages of retention have the potential to improve outcomes of OAT.
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Affiliation(s)
| | - Kristen A Morin
- Northern Ontario School of Medicine, Sudbury, ON, P3E 2C6, Canada.,ICES North, Sudbury, Canada.,Health Sciences North Research Institute, Sudbury, Canada
| | - Frank Vojtesek
- Northern Ontario School of Medicine, Sudbury, ON, P3E 2C6, Canada
| | - David C Marsh
- Northern Ontario School of Medicine, Sudbury, ON, P3E 2C6, Canada. .,ICES North, Sudbury, Canada. .,Health Sciences North Research Institute, Sudbury, Canada. .,Canadian Addiction Treatment Centres, Markham, Canada.
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13
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Meacham MC, Nobles AL, Tompkins DA, Thrul J. "I got a bunch of weed to help me through the withdrawals": Naturalistic cannabis use reported in online opioid and opioid recovery community discussion forums. PLoS One 2022; 17:e0263583. [PMID: 35134074 PMCID: PMC8824349 DOI: 10.1371/journal.pone.0263583] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Accepted: 01/21/2022] [Indexed: 11/23/2022] Open
Abstract
A growing body of research has reported on the potential opioid-sparing effects of cannabis and cannabinoids, but less is known about specific mechanisms. The present research examines cannabis-related posts in two large online communities on the Reddit platform (“subreddits”) to compare mentions of naturalistic cannabis use by persons self-identifying as actively using opioids versus persons in recovery. We extracted all posts mentioning cannabis-related keywords (e.g., “weed”, “cannabis”, “marijuana”) from December 2015 through August 2019 from an opioid use subreddit and an opioid recovery subreddit. To investigate how cannabis is discussed at-scale, we identified and compared the most frequent phrases in cannabis-related posts in each subreddit using term-frequency-inverse document frequency (TF-IDF) weighting. To contextualize these findings, we also conducted a qualitative content analysis of 200 random posts (100 from each subreddit). Cannabis-related posts were about twice as prevalent in the recovery subreddit (n = 908; 5.4% of 16,791 posts) than in the active opioid use subreddit (n = 4,224; 2.6% of 159,994 posts, p < .001). The most frequent phrases from the recovery subreddit referred to time without using opioids and the possibility of using cannabis as a “treatment.” The most frequent phrases from the opioid subreddit referred to concurrent use of cannabis and opioids. The most common motivations for using cannabis were to manage opioid withdrawal symptoms in the recovery subreddit, often in conjunction with anti-anxiety and GI-distress “comfort meds,” and to enhance the “high” when used in combination with opioids in the opioid subreddit. Despite limitations in generalizability from pseudonymous online posts, this examination of reports of naturalistic cannabis use in relation to opioid use identified withdrawal symptom management as a common motivation. Future research is warranted with more structured assessments that examines the role of cannabis and cannabinoids in addressing both somatic and affective symptoms of opioid withdrawal.
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Affiliation(s)
- Meredith C. Meacham
- Department of Psychiatry and Behavioral Sciences, University of California San Francisco, San Francisco, CA, United States of America
- * E-mail:
| | - Alicia L. Nobles
- Department of Medicine, Division of Infectious Diseases and Global Public Health, University of California San Diego, San Diego, CA, United States of America
| | - D. Andrew Tompkins
- Department of Psychiatry and Behavioral Sciences, University of California San Francisco, San Francisco, CA, United States of America
| | - Johannes Thrul
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States of America
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD, United States of America
- Centre for Alcohol Policy Research, La Trobe University, Melbourne, Australia
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14
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Ngarachu EW, Kiburi SK, Owiti FR, Kangethe R. The prevalence and pattern of cannabis use among patients attending a methadone treatment clinic in Nairobi, Kenya. Subst Abuse Treat Prev Policy 2022; 17:12. [PMID: 35168646 PMCID: PMC8845270 DOI: 10.1186/s13011-022-00437-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/30/2022] [Indexed: 12/02/2022] Open
Abstract
BACKGROUND Cannabis use during methadone treatment may negatively impact treatment outcomes. The aim of this study was to determine the prevalence and pattern of cannabis use among patients attending a methadone treatment clinic in Nairobi, Kenya. METHODS This was a retrospective study of 874 patients on methadone therapy at a methadone maintenance treatment clinic in Nairobi, Kenya from December 2014 to November 2018. Data on sociodemographic characteristics and drug use patterns based on urine drug screens was collected from patient files. Data was analyzed using Statistical Package for the Social Sciences (SPSS) for windows version 23.0. RESULTS Point prevalence of cannabis use was 85.8% (95% CI, 83.3 - 88.0) at baseline and 62.7% (95% CI, 59.5 - 65.8) during follow-up. A pattern of polysubstance use was observed where opioids, cannabis and benzodiazepines were the most commonly used drugs. The mean age of the patients was 35.3 (SD 9.0) years with the majority being male, unemployed (76%), (51.4%) had reached primary level of education, and (48.5%) were divorced or separated. University education was associated with reduced risk for cannabis use OR = 0.1 (95% CI, 0.02-0.8, p = 0.031). CONCLUSION Cannabis use is prevalent among patients attending a methadone treatment clinic in Kenya, suggesting need for targeted interventions to address the problem of cannabis use during methadone treatment.
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Affiliation(s)
| | | | | | - Rachel Kangethe
- Department of Psychiatry, University of Nairobi, Nairobi, Kenya
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15
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Cioffi CC, DeGarmo DS. Improving Parenting Practices Among Fathers Who Misuse Opioids: Fathering Through Change Intervention. Front Psychol 2021; 12:683008. [PMID: 34234721 PMCID: PMC8255664 DOI: 10.3389/fpsyg.2021.683008] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Accepted: 05/27/2021] [Indexed: 11/13/2022] Open
Abstract
Fathers have been largely neglected in the parenting literature though there is a critical need to improve parenting practices among fathers who misuse opioids in the midst of the opioid epidemic. Urgency is critical to rapidly intervene in the lives of fathers and children to reduce misuse and interrupt intergenerational cycles of substance misuse. Thus, we provide an overview of solutions to adapt existing parenting interventions for fathers who misuse opioids to accelerate the pace of science for this population.
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Affiliation(s)
- Camille C Cioffi
- Prevention Science Institute, University of Oregon, Eugene, OR, United States
| | - David S DeGarmo
- Prevention Science Institute, University of Oregon, Eugene, OR, United States
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16
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Lee C, Lin M, Martins KJB, Dyck JRB, Klarenbach S, Richer L, Jess E, Hanlon JG, Hyshka E, Eurich DT. Opioid use in medical cannabis authorization adult patients from 2013 to 2018: Alberta, Canada. BMC Public Health 2021; 21:843. [PMID: 33933061 PMCID: PMC8088205 DOI: 10.1186/s12889-021-10867-w] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2021] [Accepted: 04/15/2021] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND The opioid overdose epidemic in Canada and the United States has become a public health crisis - with exponential increases in opioid-related morbidity and mortality. Recently, there has been an increasing body of evidence focusing on the opioid-sparing effects of medical cannabis use (reduction of opioid use and reliance), and medical cannabis as a potential alternative treatment for chronic pain. The objective of this study is to assess the effect of medical cannabis authorization on opioid use (oral morphine equivalent; OME) between 2013 and 2018 in Alberta, Canada. METHODS All adult patients defined as chronic opioid users who were authorized medical cannabis by their health care provider in Alberta, Canada from 2013 to 2018 were propensity score matched to non-authorized chronic opioid using controls. A total of 5373 medical cannabis patients were matched to controls, who were all chronic opioid users. The change in the weekly average OME of opioid drugs for medical cannabis patients relative to controls was measured. Interrupted time series (ITS) analyses was used to assess the trend change in OME during the 26 weeks (6 months) before and 52 weeks (1 year) after the authorization of medical cannabis among adult chronic opioid users. RESULTS Average age was 52 years and 54% were female. Patients on low dose opioids (< 50 OME) had an increase in their weekly OME per week (absolute increase of 112.1 OME, 95% CI: 104.1 to 120.3); whereas higher dose users (OME > 100), showed a significant decrease over 6 months (- 435.5, 95% CI: - 596.8 to - 274.2) compared to controls. CONCLUSIONS This short-term study found that medical cannabis authorization showed intermediate effects on opioid use, which was dependent on initial opioid use. Greater observations of changes in OME appear to be in those patients who were on a high dosage of opioids (OME > 100); however, continued surveillance of patients utilizing both opioids and medical cannabis is warranted by clinicians to understand the long-term potential benefits and any harms of ongoing use.
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Affiliation(s)
- Cerina Lee
- School of Public Health, 2-040 Li Ka Shing Centre for Health Research Innovation, University of Alberta, 11203-87 Avenue, Edmonton, AB, T6G 2E1, Canada
| | - Mu Lin
- SPOR (Strategy for Patient Oriented Research) Data Platform, Alberta Health Services, Edmonton, Alberta, Canada
| | - Karen J B Martins
- Faculty of Medicine & Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Jason R B Dyck
- Cardiovascular Research Centre, Department of Pediatrics, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Scott Klarenbach
- Faculty of Medicine & Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Lawrence Richer
- Faculty of Medicine & Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Ed Jess
- College of Physicians & Surgeons of Alberta, Edmonton, Alberta, Canada
| | - John G Hanlon
- St. Michael's Hospital Department of Anesthesia, University of Toronto, Toronto, Ontario, Canada.,Department of Anaesthesiology and Pain Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Elaine Hyshka
- School of Public Health, 2-040 Li Ka Shing Centre for Health Research Innovation, University of Alberta, 11203-87 Avenue, Edmonton, AB, T6G 2E1, Canada
| | - Dean T Eurich
- School of Public Health, 2-040 Li Ka Shing Centre for Health Research Innovation, University of Alberta, 11203-87 Avenue, Edmonton, AB, T6G 2E1, Canada.
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17
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O'Brien P, Henke RM, Schaefer MB, Lin J, Creedon TB. Adverse events among adult Medicaid enrollees with opioid use disorder and co-occurring substance use disorders. Drug Alcohol Depend 2021; 221:108555. [PMID: 33596496 DOI: 10.1016/j.drugalcdep.2021.108555] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/16/2020] [Revised: 01/02/2021] [Accepted: 01/04/2021] [Indexed: 10/22/2022]
Abstract
BACKGROUND It is common for adults with opioid use disorder (OUD) to misuse additional substances, and these individuals may be particularly at risk for adverse events, including mortality. Less is known about how continued receipt of prescription opioids or risk of adverse events (e.g., suicidality, overdose, poisoning) differs for people with co-occurring OUD and additional substance use disorders (SUDs). METHODS We conducted a retrospective study using IBM® MarketScan® Multi-State Medicaid Database enrollment/claims data. We used logistic regression to measure the association between sample characteristics and our dependent variables. The sample consisted of non-Medicare-eligible adults aged 18-64 years who were continuously enrolled in Medicaid in 2016-2017 with an OUD diagnosis on at least one claim in 2016. RESULTS Adults with OUD and a co-occurring SUD were more likely than adults with OUD only to have an opioid-related poisoning event (odds ratio [OR] = 1.488, p = .0052), all-cause poisoning (OR = 1.756, p < .0001), or suicidal ideation (OR = 1.796, p < .0001) but not to receive ongoing opioid prescriptions (OR = 0.973, p = .1626). Adverse events varied by OUD-SUD combination. For example, adults with OUD and cocaine use disorder had the highest odds of all-cause (OR = 2.393, p < .0001) or opioid-related (OR = 1.890, p = .0027) poisoning among those with a drug-specific diagnosis and were most likely to be diagnosed with suicidal ideation (OR = 2.465, p < .0001). CONCLUSIONS This study provides evidence that adults with OUD and a co-occurring additional SUD have increased risk for several adverse events. Multisubstance use should be screened for and identified to determine the most appropriate course of treatment.
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Affiliation(s)
- Peggy O'Brien
- IBM Watson Health, 5425 Hollister Avenue, Suite 140, Santa Barbara, CA 93111, USA.
| | | | | | - Janice Lin
- IBM Watson Health, 7700 Old Georgetown Road, Suite 650, Bethesda, MD 20814, USA
| | - Timothy B Creedon
- Health Equity Research Lab, Cambridge Health Alliance, 1035 Cambridge Street, Cambridge, MA 02141, USA.
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18
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Morin KA, Vojtesek F, Acharya S, Marsh DC. Negative Impact of Amphetamine-Type Stimulant Use on Opioid Agonist Treatment Retention in Ontario, Canada. Front Psychiatry 2021; 12:782066. [PMID: 34987430 PMCID: PMC8721960 DOI: 10.3389/fpsyt.2021.782066] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Accepted: 11/02/2021] [Indexed: 12/12/2022] Open
Abstract
Objective: The objective of this study was to evaluate epidemiological trends of co-use patterns of amphetamine-type stimulants and opioids and the impact of co-use patterns on Opioid Agonist Treatment (OAT) retention in Ontario, Canada. The secondary objective was to assess geographical variation in amphetamine-type stimulant use in Northern Rural, Northern Urban, Southern Rural and Southern Urban Areas of Ontario. Methods: A retrospective cohort study on 32,674 adults receiving OAT from ~70 clinics was conducted between January 1, 2014, and December 31, 2020, in Ontario, Canada. Patients were divided into four groups base on the proportion of positive urine drug screening results for amphetamine-type stimulants during treatment: group 1 (0-25%), group 2 (25-50%), group 3 (50-75%), and groups 4 (75-100%). A Fractional logistic regression model was used to evaluate differences over time in amphetamine-type stimulant use with urine drug screening results. A Cox Proportional Hazard Ratio model was used to calculate the impact of amphetamine-type stimulant use on retention in OAT and adjusted for sociodemographic characteristics, drug use and clinical factors. Lastly, a logistic regression model was used on a subgroup of patients to assess the impact of geography on amphetamine-type stimulant use in Northern Rural, Northern Urban, Southern Rural and Southern Urban Areas of Ontario. Results: There were significant differences in amphetamine-type stimulant positive urine drug screening results year-over-year from 2015 to 2020. Significant differences were observed between amphetamine-type stimulant groups with regards to sociodemographic, clinical and drug use factors. Compared to those with no amphetamine-type stimulant use, the number of days retained in OAT treatment for amphetamine-type stimulant users was reduced (hazard ratio 1.19; 95% confidence interval = 1.07-1.17; p < 0.001). Lastly, an adjusted logistic regression model showed a significant increase in the likelihood of amphetamine-type stimulant use in Northern Rural regions compared to Southern Urban areas. Conclusion: There was a significant increase in amphetamine-type stimulant use among individuals in OAT from 2014 to 2020, associated with decreased OAT retention. Research is required to determine if tailored strategies specific to individuals in OAT who use amphetamine-type stimulants can improve OAT outcomes.
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Affiliation(s)
- Kristen A Morin
- Marsh Research Lab, Northern Ontario School of Medicine, Sudbury, ON, Canada.,ICES North, Sudbury, ON, Canada.,Canadian Addiction Treatment Centre, Markam, ON, Canada
| | - Frank Vojtesek
- Marsh Research Lab, Northern Ontario School of Medicine, Sudbury, ON, Canada
| | - Shreedhar Acharya
- Marsh Research Lab, Northern Ontario School of Medicine, Sudbury, ON, Canada
| | - David C Marsh
- Marsh Research Lab, Northern Ontario School of Medicine, Sudbury, ON, Canada.,ICES North, Sudbury, ON, Canada.,Canadian Addiction Treatment Centre, Markam, ON, Canada.,Health Sciences North Research Institute, Sudbury, ON, Canada
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19
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O'Brien P, Henke RM, Schaefer MB, Lin J, Creedon TB. Utilization of treatment by Medicaid enrollees with opioid use disorder and co-occurring substance use disorders. Drug Alcohol Depend 2020; 217:108261. [PMID: 32979735 DOI: 10.1016/j.drugalcdep.2020.108261] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/27/2020] [Revised: 07/27/2020] [Accepted: 08/22/2020] [Indexed: 01/19/2023]
Abstract
BACKGROUND Multiple substance use is common among adults who misuse opioids. Adverse consequences of drugs are more severe among multisubstance users than among single drug users. This study sought to determine whether adults with opioid use disorder (OUD) and at least one other substance use disorder (SUD) are less likely than adults with OUD only to receive certain services. METHODS We conducted a retrospective longitudinal study using the IBM® MarketScan® Multi-State Medicaid Database. We used logistic regression to measure associations between clinical characteristics and service utilization. The sample included non-Medicare-eligible adults aged 18-64 years with at least one claim in 2016 with a primary diagnosis of OUD who were continuously enrolled in Medicaid in 2016 and 2017. RESULTS Of the 58,745 Medicaid enrollees with an initial OUD diagnosis in 2016, 29,267 had one or more additional SUD diagnoses. In the year following diagnosis, these adults were less likely than adults with OUD only to receive OUD medication treatment (OR = 0.88, p < .0001). This was true for all specifically diagnosed co-occurring SUDS. Adults with OUD and a co-occurring SUD, however, were more likely than those with OUD only to use any type of high-intensity services. CONCLUSIONS Adults with OUD and at least one co-occurring SUD received more intensive services, which may reflect severity and lack of OUD medication treatment before misuse escalation. Programs should account for barriers to connecting these individuals to appropriate OUD treatment.
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Affiliation(s)
- Peggy O'Brien
- IBM Watson Health, 5425 Hollister Avenue, Suite 140, Santa Barbara, CA 93111, USA.
| | | | | | - Janice Lin
- IBM Watson Health, 7700 Old Georgetown Road, Suite 650, Bethesda, MD 20814, USA.
| | - Timothy B Creedon
- Health Equity Research Lab, Cambridge Health Alliance, 1035 Cambridge Street, Cambridge, MA 02141, USA.
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20
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Lake S, St Pierre M. The relationship between cannabis use and patient outcomes in medication-based treatment of opioid use disorder: A systematic review. Clin Psychol Rev 2020; 82:101939. [PMID: 33130527 DOI: 10.1016/j.cpr.2020.101939] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2020] [Revised: 10/14/2020] [Accepted: 10/20/2020] [Indexed: 10/23/2022]
Abstract
Despite high rates of cannabis use during medication-based treatment of opioid use disorder (MOUD), uncertainty remains around how cannabis influences treatment outcomes. We sought to investigate the relationship between cannabis use during MOUD and a number of patient outcomes. We searched seven databases for original peer-reviewed studies documenting the relationship between cannabis use and at least one primary outcome (opioid use, treatment adherence, or treatment retention) among patients enrolled in methadone-, buprenorphine-, or naltrexone-based therapy for OUD. In total, 41 articles (including 23 methadone, 7 buprenorphine, 6 naltrexone, and 5 mixed modalities) were included in this review. For each primary outcome area, there was a small number of studies that produced findings suggestive of a supportive or detrimental role of concurrent cannabis use, but the majority of studies reported that cannabis use was not statistically significantly associated with the outcome. No studies of naltrexone treatment demonstrated significantly worse outcomes for cannabis users. We identified methodological shortcomings and future research priorities, including exploring the potential role of adjunct cannabis use for improving opioid craving and withdrawal during MOUD. While monitoring for cannabis use may help guide clinicians towards an improved treatment plan, cannabis use is unlikely to independently threaten treatment outcomes.
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Affiliation(s)
- Stephanie Lake
- British Columbia Centre on Substance Use, 400 - 1045 Howe Street, Vancouver, BC V6Z 2A9, Canada; School of Population and Public Health, University of British Columbia, 2206 East Mall, Vancouver, BC V6T 1Z3, Canada.
| | - Michelle St Pierre
- Department of Psychology, University of British Columbia, 3187 University Way, Kelowna, BC V1V 1V7, Canada
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21
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Blondino CT, Gormley MA, Taylor DDH, Lowery E, Clifford JS, Burkart B, Graves WC, Lu J, Prom-Wormley EC. The Influence of Co-Occurring Substance Use on the Effectiveness of Opiate Treatment Programs According to Intervention Type. Epidemiol Rev 2020; 42:57-78. [PMID: 32944731 DOI: 10.1093/epirev/mxaa005] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2019] [Revised: 06/23/2020] [Accepted: 09/15/2020] [Indexed: 12/31/2022] Open
Abstract
This systematic review describes the influence of co-occurring substance use on the effectiveness of opiate treatment programs. MEDLINE/PubMed, Embase, PsychINFO, and the Cumulative Index to Nursing and Allied Health Literature were searched from database inception to November 28, 2018, to identify eligible opioid treatment studies in the United States that assessed the relationship between co-occurring substance use and treatment outcome (i.e., opioid abstinence and treatment retention). A total of 34 eligible studies were included. Overall, co-occurring substance use was associated with negative treatment outcomes regardless of intervention type. However, patterns varied by substance and intervention type. In particular, co-occurring use of cocaine or marijuana with opioids was associated with reduced treatment retention and opioid abstinence regardless of intervention type. Co-occurring use of amphetamines, compared with no use or reduced use of amphetamines, decreased treatment retention. Co-occurring use of alcohol was both positively and negatively associated with treatment outcomes. One study reported a significant positive association between sedative use and opioid abstinence. Generally, findings suggest that combined interventions reported better health outcomes compared with pharmacological or behavioral intervention studies alone. The findings of this review emphasize the need to comprehensively study and address co-occurring substance use to improve opiate treatment programs.
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22
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Galvin SL, Ramage M, Mazure E, Coulson CC. The association of cannabis use late in pregnancy with engagement and retention in perinatal substance use disorder care for opioid use disorder: A cohort comparison. J Subst Abuse Treat 2020; 117:108098. [PMID: 32811635 DOI: 10.1016/j.jsat.2020.108098] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2020] [Revised: 07/07/2020] [Accepted: 07/25/2020] [Indexed: 11/24/2022]
Abstract
BACKGROUND Prenatal use of cannabis and opioids are increasing and very concerning. Engagement and retention in comprehensive, perinatal substance use disorder (PSUD) care are associated with better outcomes for mothers and babies. We compared the characteristics and engagement in care among women with opioid use disorder who used cannabis late in pregnancy versus those who didn't. METHODS The primary outcome, "overall engagement and retention in PSUD care" included: utilization of substance use treatment prenatally, negative screening/toxicology at delivery (excluding cannabis), and attendance at expected prenatal and postpartum visits. Cannabis use late in pregnancy was objectively assessed at delivery via maternal urine drug screen and/or neonatal meconium/cord toxicology. Between-group comparisons utilized chi square, t-test or Mann-Whitney. Associations were assessed using Spearman Rho and two multivariate, binary logistic regressions for cannabis use and the primary outcome. RESULTS 18.0% (85/472) consumed cannabis late in pregnancy. Women of color, younger women, and those diagnosed with concurrent cannabis use disorder were more likely to consume cannabis. Engagement and retention in PSUD care was not associated with cannabis use, but rather, with prescribed pharmacotherapy for psychiatric disorders. The use of prescribed buprenorphine+naloxone was associated with cannabis avoidance late in pregnancy. CONCLUSIONS Cannabis use late in pregnancy, compared to none, did not impact engagement and retention in our PSUD program. Adjunctive psychotropic medication and/or buprenorphine+naloxone prescription were associated with cannabis avoidance suggesting the use and interactions of pharmacotherapies in an opioid dependent population is complex. A shared decision-making process during PSUD care is warranted.
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Affiliation(s)
- Shelley L Galvin
- MAHEC, Department of Obstetrics and Gynecology, 119 Hendersonville Road, Asheville 28805, NC, USA.
| | - Melinda Ramage
- MAHEC, Department of Obstetrics and Gynecology, 119 Hendersonville Road, Asheville 28805, NC, USA.
| | - Emily Mazure
- UNC Health Sciences at MAHEC, Department of Library Services, 121 Hendersonville Road, Asheville 28805, NC, USA.
| | - Carol C Coulson
- MAHEC, Department of Obstetrics and Gynecology, 119 Hendersonville Road, Asheville 28805, NC, USA.
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Bergeria CL, Huhn AS, Dunn KE. The impact of naturalistic cannabis use on self-reported opioid withdrawal. J Subst Abuse Treat 2020; 113:108005. [PMID: 32359667 PMCID: PMC7212528 DOI: 10.1016/j.jsat.2020.108005] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2019] [Revised: 02/25/2020] [Accepted: 03/28/2020] [Indexed: 12/11/2022]
Abstract
OBJECTIVES Four states have legalized medical cannabis for the purpose of treating opioid use disorder. It is unclear whether cannabinoids improve or exacerbate opioid withdrawal. A more thorough examination of cannabis and its impact on specific symptoms of opioid withdrawal is warranted. METHOD Two hundred individuals recruited through Amazon Mechanical Turk with past month opioid and cannabis use and experience of opioid withdrawal completed the survey. Participants indicated which opioid withdrawal symptoms improved or worsened with cannabis use and indicated the severity of their opioid withdrawal on days with and without cannabis. RESULTS 62.5% (n = 125) of 200 participants had used cannabis to treat withdrawal. Participants most frequently indicated that cannabis improved: anxiety, tremors, and trouble sleeping. A minority of participants (6.0%, n = 12) indicated cannabis worsened opioid withdrawal, specifically symptoms of yawning, teary eyes, and runny nose. Across all symptoms, more participants indicated that symptoms improved with cannabis compared to those that indicated symptoms worsened with cannabis. Women reported greater relief from withdrawal with cannabis use than men. DISCUSSION These results show that cannabis may improve opioid withdrawal symptoms and that the size of the effect is clinically meaningful. It is important to note that symptoms are exacerbated with cannabis in only a minority of individuals. Prospectively designed studies examining the impact of cannabis and cannabinoids on opioid withdrawal are warranted.
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Affiliation(s)
- Cecilia L Bergeria
- Behavioral Pharmacology Research Unit, Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, 5510 Nathan Shock Drive, Baltimore, MD 21224, United States of America.
| | - Andrew S Huhn
- Behavioral Pharmacology Research Unit, Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, 5510 Nathan Shock Drive, Baltimore, MD 21224, United States of America
| | - Kelly E Dunn
- Behavioral Pharmacology Research Unit, Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, 5510 Nathan Shock Drive, Baltimore, MD 21224, United States of America
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24
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Siklos-Whillans J, Bacchus A, Manwell LA. A Scoping Review of the Use of Cannabis and Its Extracts as Potential Harm Reduction Strategies: Insights from Preclinical and Clinical Research. Int J Ment Health Addict 2020. [DOI: 10.1007/s11469-020-00244-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/23/2023] Open
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25
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Individual Factors Associated with Opioid Agonist Therapy Retention in Northern Ontario. CANADIAN JOURNAL OF ADDICTION 2020. [DOI: 10.1097/cxa.0000000000000076] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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26
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Mahu I, Conrod P, Barrett S, Sako A, Swansburg J, Lawrence M, Laroque F, Morin J, Chinneck A, Nogueira-Arjona R, Stewart S. Specificity of personality relationships to particular forms of concurrent substance use among methadone maintenance therapy clients. Addict Behav 2019; 98:106056. [PMID: 31351326 DOI: 10.1016/j.addbeh.2019.106056] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2019] [Revised: 06/18/2019] [Accepted: 07/14/2019] [Indexed: 10/26/2022]
Abstract
OBJECTIVE A mainstay treatment for opioid addiction in North America is methadone maintenance therapy (MMT) - a form of opiate agonist therapy (OAT). While efficacious for treating opioid addiction, MMT fails to address the concurrent polysubstance use that is common among opioid dependent clients. Moreover, psychosocial approaches for addressing polysubstance use during MMT are lacking. Our study's goals were to validate the use of the four-factor personality model of substance use vulnerability in MMT clients, and to demonstrate theoretically-relevant relationships of personality to concurrent substance use while receiving MMT. METHOD Respondents included 138 daily-witnessed MMT clients (65.9% male, 79.7% Caucasian), mean age (SD) 40.18 (11.56), recruited across four Canadian MMT clinics. Bayesian confirmatory factor analysis was used to establish the structural validity of the four-factor personality model of substance use vulnerability (operationalized with the Substance Use Risk Profile Scale [SURPS]) in MMT clients. SURPS personality scores were then used as predictors for specific forms of recent (past 30-day) substance use. RESULTS Using a latent hierarchal model, hopelessness was associated with recent opioid use; anxiety sensitivity with recent tranquilizer use; and sensation seeking with recent alcohol, cannabis, and stimulant use. CONCLUSION Personality is associated with substance use patterns and may be an appropriate target for intervention for those undergoing MMT to reduce opioid use, and potentially dangerous concurrent use of other drugs, while receiving methadone.
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27
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Huhn AS, Berry MS, Dunn KE. Review: Sex-Based Differences in Treatment Outcomes for Persons With Opioid Use Disorder. Am J Addict 2019; 28:246-261. [PMID: 31131505 PMCID: PMC6591072 DOI: 10.1111/ajad.12921] [Citation(s) in RCA: 79] [Impact Index Per Article: 13.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2018] [Revised: 05/01/2019] [Accepted: 05/05/2019] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND AND OBJECTIVES In order to address the current opioid crisis, research on treatment outcomes for persons with opioid use disorder (OUD) should account for biological factors that could influence individual treatment response. Women and men might have clinically meaningful differences in their experience in OUD treatment and might also have unique challenges in achieving successful, long-term recovery. This review summarizes and synthesizes the current literature on sex-based differences in OUD treatment outcomes. METHODS Relevant literature was identified via automated and manual searches using the terms "opioid treatment outcome sex [or gender] differences" and "opiate treatment outcome sex [or gender] differences." Search methodology was consistent with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA), and were conducted within the PubMed electronic database during March and April of 2018. RESULTS The initial PubMed search yielded 241 manuscripts and 31 original research articles that met inclusion/exclusion criteria were synthesized in this review. Several important trends emerged, including findings that women are more likely than men to present to treatment with co-occurring mental health conditions such as depression, and that women might respond particularly well to buprenorphine maintenance. DISCUSSION AND CONCLUSIONS While much of the literature on this topic is subject to potential cohort effects, interventions that address co-occurring mental health conditions and psychosocial stress might improve treatment outcomes for women with OUD. SCIENTIFIC SIGNIFICANCE Funding agencies and researchers should focus attention toward human laboratory studies and clinical trials that are prospectively designed to assess sex-based differences in OUD recovery. (Am J Addict 2019;28:246-261).
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Affiliation(s)
- Andrew S. Huhn
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine
| | - Meredith S. Berry
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine
- Department of Health Education and Behavior, and Department of Psychology, University of Florida
| | - Kelly E. Dunn
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine
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28
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Amiri S, Lutz RB, McDonell MG, Roll JM, Amram O. Spatial access to opioid treatment program and alcohol and cannabis outlets: analysis of missed doses of methadone during the first, second, and third 90 days of treatment. THE AMERICAN JOURNAL OF DRUG AND ALCOHOL ABUSE 2019; 46:78-87. [PMID: 31237791 DOI: 10.1080/00952990.2019.1620261] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
Background: The burden of access to opioid treatment programs (OTPs) may change as clients become eligible for take-home privileges. Our previous study showed clients who lived more than 10-miles away from an OTP were more likely to miss methadone doses during the first 30 days of treatment. Proximity to alcohol and cannabis outlets may also negatively influence treatment adherence.Objective: To examine the association between access to this OTP, alcohol and cannabis outlets, and the number of missed methadone doses during the first, second, and third 90 days of treatment.Methods: The number of missed methadone doses was calculated for 752, 689, and 584 clients who remained in treatment, respectively, for at least 3, 6, and 9 months (50% female). Distance between client's home and the OTP, alcohol, and cannabis outlets was measured. Generalized linear models were employed.Results: Shorter distance from a client's residence to the OTP was associated with a decreased number of missed methadone doses during the first 90 days of treatment. Shorter distance to the closest cannabis retail outlet was associated with an increased number of missed methadone doses during the first and second 90 days of treatment. Shorter distance to the closest off-premise alcohol outlet was associated with an increased number of missed methadone doses during the third 90 days of treatment.Conclusions: Improving spatial accessibility of OTPs are essential to ensure treatment opportunities are available for individuals so affected. Exploring to what extent residing in areas that facilitate alcohol and cannabis availability can influence treatment adherence is warranted.
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Affiliation(s)
- Solmaz Amiri
- Department of Nutrition and Exercise Physiology, Elson S. Floyd College of Medicine, Washington State University, Spokane, WA, USA
| | - Robert B Lutz
- Department of Nutrition and Exercise Physiology, Elson S. Floyd College of Medicine, Washington State University, Spokane, WA, USA.,Spokane Regional Health District, Spokane, WA, USA
| | - Michael G McDonell
- Program of Excellence in Addiction Research, Washington State University, Spokane, WA, USA.,Department of Medical Education and Clinical Sciences, Elson S Floyd College of Medicine, Washington State University, Spokane, WA, USA
| | - John M Roll
- Department of Medical Education and Clinical Sciences, Elson S Floyd College of Medicine, Washington State University, Spokane, WA, USA
| | - Ofer Amram
- Department of Nutrition and Exercise Physiology, Elson S. Floyd College of Medicine, Washington State University, Spokane, WA, USA
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29
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De Aquino JP, Sofuoglu M, Stefanovics E, Rosenheck R. Adverse Consequences of Co-Occurring Opioid Use Disorder and Cannabis Use Disorder Compared to Opioid Use Disorder Only. THE AMERICAN JOURNAL OF DRUG AND ALCOHOL ABUSE 2019; 45:527-537. [PMID: 31112429 DOI: 10.1080/00952990.2019.1607363] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Background: While there is growing interest in the possibility that cannabis may be a partial substitute for opioids, studies have yet to examine whether individuals with co-occurring opioid and cannabis use disorders (OUD and CUD) have less risk of negative outcomes than those with OUD only. Objective: This study sought to compare the sociodemographic and clinical characteristics of patients diagnosed with co-occurring OUD and CUD to patients with OUD only, CUD only, and patients with any other drug use disorders. We hypothesized that co-occurring OUD and CUD would be associated with lower risk of inpatient admissions and emergency department (ED) visits, lower rates of homelessness, and fewer opioid prescriptions. Methods: Comparisons were based on bivariate analyses, logistic and linear multiple regression models of National Veterans Health Administration (VHA) data from Fiscal Year 2012. Results: Of the 234,181 (94% male) patients diagnosed with drug use disorders, 8.6% were diagnosed with co-occurring OUD and CUD; 33.3% with OUD only; 26.5% with CUD only; and 31.6% with other drug use disorders. Compared to the OUD only group (Mean = 4.8 (SD = 8.84)), the group with co-occurring OUD and CUD was associated with a lower number of opioid prescriptions (Mean = 3.79 (SD = 8.22)) (d = -0.16), but higher likelihood of inpatient psychiatric admission (RR = 1.95) and homelessness (RR = 1.52), and no significant difference in ED visits. Conclusions: These data highlight the need to further investigate whether the complex effects of cannabis use on patients with OUD are counterbalanced by potential benefits of reduced in opioid prescribing.
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Affiliation(s)
- Joao P De Aquino
- a Department of Psychiatry, Yale University School of Medicine , New Haven , CT , USA
| | - Mehmet Sofuoglu
- a Department of Psychiatry, Yale University School of Medicine , New Haven , CT , USA.,b U.S. Department of Veterans Affairs, New England Mental Illness, Research, Education and Clinical Center (MIRECC), VA Connecticut Healthcare System , West Haven , CT , USA
| | - Elina Stefanovics
- a Department of Psychiatry, Yale University School of Medicine , New Haven , CT , USA.,b U.S. Department of Veterans Affairs, New England Mental Illness, Research, Education and Clinical Center (MIRECC), VA Connecticut Healthcare System , West Haven , CT , USA
| | - Robert Rosenheck
- a Department of Psychiatry, Yale University School of Medicine , New Haven , CT , USA.,b U.S. Department of Veterans Affairs, New England Mental Illness, Research, Education and Clinical Center (MIRECC), VA Connecticut Healthcare System , West Haven , CT , USA
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30
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Khan SP, Pickens TA, Berlau DJ. Perspectives on cannabis as a substitute for opioid analgesics. Pain Manag 2019; 9:191-203. [PMID: 30681029 DOI: 10.2217/pmt-2018-0051] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
With the opioid epidemic reaching new heights in the USA, it has become critical to find suitable alternatives to opioids. Cannabis, an antinociceptive, is a strong contender to help patients reduce their opioid usage. A growing literature has been examining the complex effects cannabis has on pain relief and on opioid usage; whether it is a substitute for opioids or increases their use. This review explores the studies that compare cannabis-opioid interactions and presents some challenges of cannabis research and usage. The practical clinical pharmacology of cannabis as an analgesic, including the route of administration, safety and pharmacokinetics, are discussed to address the concerns, as well as possible solutions, of cannabis as a pain reliever.
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Affiliation(s)
- Sara P Khan
- Department of Pharmaceutical Sciences, Regis University School of Pharmacy, 3333 Regis Blvd. H-28, Denver, CO 80221, USA
| | - Thomas A Pickens
- Department of Pharmaceutical Sciences, Regis University School of Pharmacy, 3333 Regis Blvd. H-28, Denver, CO 80221, USA
| | - Daniel J Berlau
- Department of Pharmaceutical Sciences, Regis University School of Pharmacy, 3333 Regis Blvd. H-28, Denver, CO 80221, USA
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31
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Socías ME, Wood E, Lake S, Nolan S, Fairbairn N, Hayashi K, Shulha HP, Liu S, Kerr T, Milloy MJ. High-intensity cannabis use is associated with retention in opioid agonist treatment: a longitudinal analysis. Addiction 2018; 113:2250-2258. [PMID: 30238568 PMCID: PMC6226334 DOI: 10.1111/add.14398] [Citation(s) in RCA: 52] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/15/2018] [Revised: 03/23/2018] [Accepted: 07/13/2018] [Indexed: 01/06/2023]
Abstract
BACKGROUND AND AIMS Cannabis use is common among people on opioid agonist treatment (OAT), causing concern for some care providers. However, there is limited and conflicting evidence on the impact of cannabis use on OAT outcomes. Given the critical role of retention in OAT in reducing opioid-related morbidity and mortality, we aimed to estimate the association of at least daily cannabis use on the likelihood of retention in treatment among people initiating OAT. As a secondary aim we tested the impacts of less frequent cannabis use. DESIGN Data were drawn from two community-recruited prospective cohorts of people who use illicit drugs (PWUD). Participants were followed for a median of 81 months (interquartile range = 37-130). SETTING Vancouver, Canada. PARTICIPANTS This study comprised a total of 820 PWUD (57.8% men, 59.4% of Caucasian ethnicity, 32.2% HIV-positive) initiating OAT between December 1996 and May 2016. The proportion of women was higher among HIV-negative participants, with no other significant differences. MEASUREMENTS The primary outcome was retention in OAT, defined as remaining in OAT (methadone or buprenorphine/naloxone-based) for two consecutive 6-month follow-up periods. The primary explanatory variable was cannabis use (at least daily versus less than daily) during the same 6-month period. Confounders assessed included: socio-demographic characteristics, substance use patterns and social-structural exposures. FINDINGS In adjusted analysis, at least daily cannabis use was positively associated with retention in OAT [adjusted odds ratio (aOR) = 1.21, 95% confidence interval (CI) = 1.04-1.41]. Our secondary analysis showed that compared with non-cannabis users, at least daily users had increased odds of retention in OAT (aOR = 1.20, 95% CI = 1.02-1.43), but not less than daily users (aOR = 1.00, 95% CI = 0.87-1.14). CONCLUSIONS Among people who use illicit drugs initiating opioid agonist treatment in Vancouver, at least daily cannabis use was associated with approximately 21% greater odds of retention in treatment compared with less than daily consumption.
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Affiliation(s)
- M. Eugenia Socías
- British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, BC, CANADA, V6Z 2A9
- Department of Medicine, University of British Columbia, 608-1081 Burrard Street, Vancouver, BC, CANADA, V6Z 1Y6
| | - Evan Wood
- British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, BC, CANADA, V6Z 2A9
- Department of Medicine, University of British Columbia, 608-1081 Burrard Street, Vancouver, BC, CANADA, V6Z 1Y6
| | - Stephanie Lake
- British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, BC, CANADA, V6Z 2A9
| | - Seonaid Nolan
- British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, BC, CANADA, V6Z 2A9
- Department of Medicine, University of British Columbia, 608-1081 Burrard Street, Vancouver, BC, CANADA, V6Z 1Y6
| | - Nadia Fairbairn
- British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, BC, CANADA, V6Z 2A9
- Department of Medicine, University of British Columbia, 608-1081 Burrard Street, Vancouver, BC, CANADA, V6Z 1Y6
| | - Kanna Hayashi
- British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, BC, CANADA, V6Z 2A9
- Faculty of Health Sciences, Simon Fraser University, Blusson Hall, 8888 University Drive, Burnaby, BC, CANADA, V5A 1S6
| | - Hennady P Shulha
- British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, BC, CANADA, V6Z 2A9
| | - Seagle Liu
- British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, BC, CANADA, V6Z 2A9
| | - Thomas Kerr
- British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, BC, CANADA, V6Z 2A9
- Department of Medicine, University of British Columbia, 608-1081 Burrard Street, Vancouver, BC, CANADA, V6Z 1Y6
| | - M-J Milloy
- British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, BC, CANADA, V6Z 2A9
- Department of Medicine, University of British Columbia, 608-1081 Burrard Street, Vancouver, BC, CANADA, V6Z 1Y6
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32
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TIMKO CHRISTINE, CUCCIARE MICHAELA. Commentary on Socias et al. (2018): Clinical research perspectives on cannabis use in opioid agonist treatment. Addiction 2018; 113:2259-2260. [PMID: 30251284 PMCID: PMC6542466 DOI: 10.1111/add.14432] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/24/2018] [Accepted: 08/29/2018] [Indexed: 01/24/2023]
Abstract
Research is needed to determine clinical criteria as to who should be using cannabis therapeutically, how to implement therapeutic use of cannabis in opioid agonist treatment (OAT) settings optimally, and other behavioral approaches to improving OAT retention and outcomes.
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Affiliation(s)
- CHRISTINE TIMKO
- Center for Innovation to Implementation, Veterans Affairs (VA) Health Care System, Menlo Park, CA, USA,Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - MICHAEL A. CUCCIARE
- Center for Mental Healthcare and Outcomes Research, Central Arkansas Veterans Healthcare System, North Little Rock, AR, USA,VA South Central (VISN 16) Mental Illness Research, Education, and Clinical Center, Central Arkansas Veterans Healthcare System, North Little Rock, AR, USA,Department of Psychiatry, University of Arkansas for Medical Sciences, Little Rock, AR, USA
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33
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Campbell G, Hall W, Nielsen S. What does the ecological and epidemiological evidence indicate about the potential for cannabinoids to reduce opioid use and harms? A comprehensive review. Int Rev Psychiatry 2018; 30:91-106. [PMID: 30522342 DOI: 10.1080/09540261.2018.1509842] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Pre-clinical research supports that cannabinoids reduce opioid dose requirements, but few studies have tested this in humans. This review evaluates ecological and epidemiological studies that have been cited as evidence that medical cannabis use may reduce opioid use and opioid-related harms. Medline and Embase were searched for relevant articles. Data were extracted on study setting, analyses approach, covariates, and outcomes. Eleven ecological and 14 epidemiological studies were found. In ecological studies, states that allow medical cannabis laws have reported a slower rate of increase in opioid overdose deaths compared with states without such laws. These differences have increased over time and persisted after controlling for state sociodemographic characteristics and use of prescription monitoring programmes. Few studies have controlled for other potential confounders such as opioid dependence treatment and imprisonment rates. Some epidemiological studies provide evidence that cannabis availability may reduce opioid use, but are limited by selection bias, cross-sectional designs, and self-reported assessments of the opioid-sparing effects of cannabis. Some epidemiological and ecological studies suggest that cannabis may reduce opioid use and harms, although important methodological weaknesses were identified. Well-designed clinical studies may provide more conclusive evidence on whether cannabinoids can reduce opioid use and related harm.
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Affiliation(s)
- Gabrielle Campbell
- a National Drug and Alcohol Research Centre , UNSW Sydney , Sydney , Australia
| | - Wayne Hall
- b Centre for Youth Substance Abuse Research , University of Queensland , Brisbane , Australia.,c National Addiction Centre , Kings College , London , UK
| | - Suzanne Nielsen
- a National Drug and Alcohol Research Centre , UNSW Sydney , Sydney , Australia.,d Monash Addiction Research Centre , Monash University , Melbourne , Australia
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