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Andrews CM, Hall W, Humphreys K, Marsden J. Crafting effective regulatory policies for psychedelics: What can be learned from the case of cannabis? Addiction 2025; 120:201-206. [PMID: 38845381 PMCID: PMC11707317 DOI: 10.1111/add.16575] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/16/2024] [Accepted: 05/17/2024] [Indexed: 01/11/2025]
Abstract
The turn of the century brought a resurgence of interest in psychedelics as a treatment for addiction and other psychiatric conditions, accompanied by extensive positive media attention and private equity investment. Government regulatory bodies in Australia, Israel, Canada and the United States now permit use of psychedelics for medical purposes. In the United States, citizen action and corporate financing have led to petitions and ballot initiatives to legalize psilocybin and other psychedelics for medical and recreational use. Given this momentum, policymakers must grapple with important questions that define whether and how psychedelics are made available to the public, as well as how companies produce and promote them. The current push to broaden the production, sale, and use of psychedelics bears many parallels to the movement to legalize cannabis in the United States and other nations-most notably, the use of poorly-evidenced therapeutic claims to create a de facto recreational market via the health care system. Experience with cannabis highlights the value of debating the question of legalization for nonmedical use as such rather than misrepresenting it as a medical issue. The lessons of cannabis policy also suggest a need to challenge hyping of psychedelic research findings; to promote rigorous clinical research on dosing and potency; to minimize the influence of for-profit industry in shaping policies to their economic advantage; and to coordinate federal, state, and local governments to regulate the manufacture, sale and distribution of psychedelic drugs (regardless of whether they are legalized for medical and/or recreational use).
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Affiliation(s)
- Christina M. Andrews
- Department of Health Services Policy and ManagementArnold School of Public HealthColumbiaSouth CarolinaUSA
| | - Wayne Hall
- National Centre for Youth Substance Use ResearchUniversity of QueenslandQueenslandAustralia
| | - Keith Humphreys
- Center for Innovation to Implementation, Veterans Affairs Health Care SystemPalo AltoCaliforniaUSA
- Department of Psychiatry and Behavioral SciencesStanford UniversityStanfordCaliforniaUSA
| | - John Marsden
- Department of Addictions, School of Academic PsychiatryInstitute of Psychiatry, Psychology, and Neuroscience, Kings College LondonLondonUnited Kingdom
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Humphreys K, Todd Korthuis P, Stjepanović D, Hall W. Therapeutic Potential of Psychedelic Drugs: Navigating High Hopes, Strong Claims, Weak Evidence, and Big Money. Annu Rev Psychol 2025; 76:143-165. [PMID: 39094057 DOI: 10.1146/annurev-psych-020124-023532] [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] [Indexed: 08/04/2024]
Abstract
Therapeutic claims about many psychedelic drugs have not been evaluated in any studies of even modest rigor. The science of psychedelic drugs is strengthening, however, making it easier to differentiate some promising findings amid the hype that suffuses this research area. Ketamine has risks of adverse side effects (e.g., addiction and cystitis), but multiple studies suggest it can benefit individuals with treatment-resistant depression. Other therapeutic signals from psychedelic drug research that merit rigorous replication studies include 3,4-Methylenedioxymethamphetamine (MDMA) for post-traumatic stress disorder (PTSD) and psilocybin for depression, end of life dysphoria, and alcohol use disorder. The precise mechanisms through which psychedelic drugs can produce benefit and harm are not fully understood. Rigorous research is the best path forward for evaluating the therapeutic potential and mechanisms of psychedelic drugs. Policies governing the clinical use of these drugs should be informed by evidence and prioritize the protection of public health over the profit motive.
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Affiliation(s)
- Keith Humphreys
- Veterans Affairs and Stanford Medical Centers, Stanford University, Palo Alto, California, USA;
| | - P Todd Korthuis
- Division of General Internal Medicine & Geriatrics, Oregon Health & Science University, Portland, Oregon, USA
| | - Daniel Stjepanović
- Faculty of Health and Behavioural Sciences, University of Queensland, Brisbane, Queensland, Australia
| | - Wayne Hall
- Faculty of Health and Behavioural Sciences, University of Queensland, Brisbane, Queensland, Australia
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Tang YL, McCord E, Earley PH, Drexler K. Addressing Confusion and Inconsistencies Surrounding the Provider Role in Medical Cannabis Programs. J Addict Med 2024; 18:611-613. [PMID: 38949204 DOI: 10.1097/adm.0000000000001338] [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: 07/02/2024]
Abstract
ABSTRACT More than 40 states in the United States have established medical cannabis programs that authorize the use of cannabis for specific medical conditions. Initially, these medical cannabis programs aimed to offer compassionate care primarily for terminal or rare, untreatable conditions. However, the scope of these programs has broadened to include nonterminal and more common conditions, including various medical and mental disorders. This expansion introduces several health care challenges: a lack of robust research evidence for many listed conditions, a sense of unpreparedness among providers, and a disparity in provider roles, expectations, and responsibilities across different states, leading to potential confusion. To address these issues, medical organizations need to develop expert consensus or guidelines that underscore evidence-based shared decision-making and patient monitoring standards. Medical education should also include such training. Concurrently, medical providers must prioritize evidence-based treatment over public opinion, exercise clinical judgment, and take responsibility for their recommendations.
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Affiliation(s)
- Yi-Lang Tang
- From the Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, GA (Y-LT, EMC, KD); Maxwell Cleland Atlanta VA Medical Center, Decatur, GA (Y-LT); and Georgia Professional Health Program, Inc., Atlanta, GA (PHE)
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Warner E, Azizoddin D, Frank-Pearce SG, Ford L, Bradley D, Cohn AM, Businelle M, Spicer P, Appleseth H, McQuoid J. "It frees your body from that pain thought": A mixed-methods exploration of patterns, contexts, and experiences of cannabis use for pain in rural communities. THE JOURNAL OF PAIN 2024; 25:104636. [PMID: 39025284 PMCID: PMC11486579 DOI: 10.1016/j.jpain.2024.104636] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Revised: 07/02/2024] [Accepted: 07/11/2024] [Indexed: 07/20/2024]
Abstract
U.S. adults increasingly report using cannabis to manage chronic pain and rural areas have inadequate comprehensive pain management. Using mixed methods, we aimed to understand how and why some rural adults use cannabis for pain, including within the context of co-use with opioids. Participants (N = 14, Oklahoma) were rural-dwelling adults who used tobacco and ≥1 other substance, including cannabis and opioids, ≥3 days per week. Participants completed 14 days of ecological momentary assessment (EMA) regarding substance use and subsequent in-depth interviews discussing maps of their substance use reports. Half (7/14) described cannabis use for chronic pain, and most of these (85%) reported use on ≥75% of EMA days. The most frequently reported cannabis use motive was therapeutic/medicinal (90% of use reports). Most reports were of combusted cannabis (88% of use reports) at home (99% of use reports). Same-day use of cannabis and opioids was relatively common (45% of daily surveys), but seemingly not within close temporal proximity. Interview narratives characterized cannabis as modifying pain-adjacent factors (eg, thoughts), not eliminating pain itself. They recounted using a repertoire of substances to manage different pain dimensions (eg, intensity, quality) and balance perceived trade-offs of different substances. Participants described high medical cannabis access, low pain specialist access, and most physicians as unwilling to discuss cannabis for pain. The findings suggest that rural-dwelling patients could benefit from increased access to comprehensive pain management, having cannabis addressed within pain management provider discussions, and that risks and benefits of cannabis use for pain must be better established. PERSPECTIVE: This study used a geographically explicit EMA mixed method to gather rich, intensive pilot data on cannabis use and co-use for chronic pain in rural Oklahoma. It provides unique insights to inform future research on cannabis use among a vulnerable and understudied subgroup of adults with pain-rural residents.
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Affiliation(s)
- Emily Warner
- Department of Psychology, Oklahoma State University, Stillwater, Oklahoma; TSET Health Promotion Research Center, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma
| | - Desiree Azizoddin
- TSET Health Promotion Research Center, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma; Department of Family and Preventive Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma
| | - Summer G Frank-Pearce
- TSET Health Promotion Research Center, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma; Department of Biostatistics and Epidemiology, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma
| | - Lance Ford
- TSET Health Promotion Research Center, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma
| | - David Bradley
- TSET Health Promotion Research Center, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma
| | - Amy M Cohn
- TSET Health Promotion Research Center, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma; Department of Pediatrics, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma
| | - Michael Businelle
- TSET Health Promotion Research Center, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma; Department of Family and Preventive Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma
| | - Paul Spicer
- Department of Anthropology, University of Oklahoma, Norman, Oklahoma
| | - Hannah Appleseth
- Department of Psychology, Oklahoma State University, Stillwater, Oklahoma; TSET Health Promotion Research Center, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma
| | - Julia McQuoid
- TSET Health Promotion Research Center, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma; Department of Family and Preventive Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma.
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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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Pomey MP, Jutras-Aswad D, Paquette J, Saadi K, Taguemout M, Ikene DL, Arbour N, Zertal A, Fréjeau N, Morin D, Ouellette JS, Alami Marrouni K, Duquette P. Perceptions and engagement of patients with chronic conditions on the use of medical cannabis: a scoping review. Eur J Med Res 2024; 29:211. [PMID: 38561859 PMCID: PMC10983766 DOI: 10.1186/s40001-024-01803-w] [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: 03/12/2023] [Accepted: 03/20/2024] [Indexed: 04/04/2024] Open
Abstract
CONTEXT Studies generally focus on one type of chronic condition and the effect of medical cannabis (MC) on symptoms; little is known about the perceptions and engagement of patients living with chronic conditions regarding the use of MC. OBJECTIVES This scoping review aims to explore: (1) what are the dimensions addressed in studies on MC that deal with patients' perceptions of MC? and (2) how have patients been engaged in developing these studies and their methodologies? Through these objectives, we have identified areas for improving future research. METHODS We searched five databases and applied exclusion criteria to select relevant articles. A thematic analysis approach was used to identify the main themes: (1) reasons to use, to stop using or not to use MC, (2) effects of MC on patients themselves and empowerment, (3) perspective and knowledge about MC, and (4) discussion with relatives and healthcare professionals. RESULTS Of 53 articles, the main interest when assessing the perceptions of MC is to identify the reasons to use MC (n = 39), while few articles focused on the reasons leading to stop using MC (n = 13). The majority (85%) appraise the effects of MC as perceived by patients. Less than one third assessed patients' sense of empowerment. Articles determining the beliefs surrounding and knowledge of MC (n = 41) generally addressed the concerns about or the comfort level with respect to using MC. Only six articles assessed patients' stereotypes regarding cannabis. Concerns about stigma constituted the main topic while assessing relationships with relatives. Some articles included patients in the research, but none of them had co-created the data collection tool with patients. CONCLUSIONS Our review outlined that few studies considered chronic diseases as a whole and that few patients are involved in the co-construction of data collection tools as well. There is an evidence gap concerning the results in terms of methodological quality when engaging patients in their design. Future research should evaluate why cannabis' effectiveness varies between patients, and how access affects the decision to use or not to use MC, particularly regarding the relationship between patients and healthcare providers. Future research should consider age and gender while assessing perceptions and should take into consideration the legislation status of cannabis as these factors could in fact shape perception. To reduce stigma and stereotypes about MC users, better quality and accessible information on MC should be disseminated.
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Affiliation(s)
- Marie-Pascale Pomey
- University of Montreal Hospital Research Centre (CRCHUM), Montréal, QC, Canada.
- School of Public Health, Department of Health Management, Evaluation of Policy, Université de Montréal, 7101 Du Parc Avenue 3rd Floor, Montréal, QC, H3N 1X9, Canada.
- Centre of Excellence on Partnership with Patients and the Public, Montréal, QC, Canada.
| | - Didier Jutras-Aswad
- University of Montreal Hospital Research Centre (CRCHUM), Montréal, QC, Canada
- Department of Psychiatry and Addiction, Université de Montréal, Montréal, QC, Canada
| | - Jesseca Paquette
- University of Montreal Hospital Research Centre (CRCHUM), Montréal, QC, Canada
| | - Kamilla Saadi
- University of Montreal Hospital Research Centre (CRCHUM), Montréal, QC, Canada
- Department of Anthropology, Université de Montréal, Montréal, QC, Canada
| | - Mélissa Taguemout
- University of Montreal Hospital Research Centre (CRCHUM), Montréal, QC, Canada
- Faculty of Medicine, Université de Montréal, Montréal, QC, Canada
| | - Dina-Liza Ikene
- University of Montreal Hospital Research Centre (CRCHUM), Montréal, QC, Canada
- Faculty of Medicine, Université de Montréal, Montréal, QC, Canada
| | - Nathalie Arbour
- University of Montreal Hospital Research Centre (CRCHUM), Montréal, QC, Canada
- Department of Neurosciences, Faculty of Medicine, Université de Montréal, Montréal, QC, Canada
| | - Amel Zertal
- University of Montreal Hospital Research Centre (CRCHUM), Montréal, QC, Canada
- Department of Neurosciences, Faculty of Medicine, Université de Montréal, Montréal, QC, Canada
| | - Nathalie Fréjeau
- University of Montreal Hospital Research Centre (CRCHUM), Montréal, QC, Canada
| | - Danielle Morin
- University of Montreal Hospital Research Centre (CRCHUM), Montréal, QC, Canada
| | - Jean-Sylvain Ouellette
- University of Montreal Hospital Research Centre (CRCHUM), Montréal, QC, Canada
- Multiple Sclerosis Society of Canada, Toronto, ON, Canada
| | - Kanza Alami Marrouni
- University of Montreal Hospital Research Centre (CRCHUM), Montréal, QC, Canada
- Department of Neurosciences, Faculty of Medicine, Université de Montréal, Montréal, QC, Canada
| | - Pierre Duquette
- University of Montreal Hospital Research Centre (CRCHUM), Montréal, QC, Canada
- Department of Neurosciences, Faculty of Medicine, Université de Montréal, Montréal, QC, Canada
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Mars S, Ondocsin J, Holm N, Ciccarone D. The influence of transformations in supply on methamphetamine initiation among people injecting opioids in the United States. Harm Reduct J 2024; 21:57. [PMID: 38443903 PMCID: PMC10913463 DOI: 10.1186/s12954-024-00976-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Accepted: 02/27/2024] [Indexed: 03/07/2024] Open
Abstract
BACKGROUND Co-use of methamphetamine (MA) and opioids (pharmaceutical pills, heroin and fentanyls) has increased in the United States and is represented in rising mortality. Although coinciding with the import of low cost, high potency and purity methamphetamine, the relationship between supply and demand in propelling this polydrug use is not well understood. We consider the influence of macro changes in supply on the uptake of opioid and methamphetamine co-use by injection at the level of individual drug and injection initiation in West Virginia, a state which leads the US in drug overdose mortality. METHOD We recruited n = 30 people for semi-structured interviews who self-reported injecting heroin/fentanyl and using methamphetamine by any route at a West Virginia syringe service program and through snowball sampling. Interviews were recorded and transcripts analyzed using a thematic approach. Ethnographic observation was also conducted and recorded in fieldnotes. Sequence of substance and mode of use initiation and use trajectories for opioids and stimulants were charted for each participant. RESULTS A clear pattern of individual drug initiation emerged that matched each successive supply wave of the US overdose epidemic: 25 participants had initiated opioid use with pills, followed by heroin, often mixed with/replaced by fentanyl, and subsequently added methamphetamine use. For participants, the supply and consumption of opioid analgesics had set in motion a series of steps leading to the addition of stimulant injection to existing opioid injecting repertoires. Unlike other studies that have found a birth cohort effect in patterns of initiation, participants showed the same sequence across age groups. Considerations of economy, availability, dependence, tolerance and the erosion of taboos that marked transitions from opioid pills to heroin injection influenced these subsequent trajectories in novel ways. The form, timing and extent of opioid and stimulant consumption was influenced by four stages of the changing drug supply, which in turn reflected back on demand. CONCLUSION Transformations in the social meaning and supply of methamphetamine enabled these transitions while other desired, non-injectable drugs were difficult to obtain. We discuss policy implications of injectable drugs' market dominance at this location and possible interventions.
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Affiliation(s)
- Sarah Mars
- University of California, San Francisco, USA.
| | | | - Nicole Holm
- University of California, San Francisco, USA
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Wilson J, Mills KL, Sunderland M, Freeman TP, Teesson M, Haber PS, Marel C. The Long-Term Relationship Between Cannabis and Heroin Use: An 18- to 20-year Follow-Up of the Australian Treatment Outcome Study (ATOS). Am J Psychiatry 2024; 181:135-143. [PMID: 38018142 DOI: 10.1176/appi.ajp.20230088] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2023]
Abstract
OBJECTIVE Cannabis use is common among individuals with opioid use disorder, but it remains unclear whether cannabis use is associated with an increase or a reduction in illicit opioid use. To overcome limitations identified in previous longitudinal studies with limited follow-ups, the authors examined a within-person reciprocal relationship between cannabis and heroin use at several follow-ups over 18 to 20 years. METHODS The Australian Treatment Outcome Study (ATOS) recruited 615 people with heroin dependence in 2001 and 2002 and reinterviewed them at 3, 12, 24, and 36 months as well as 11 and 18-20 years after baseline. Heroin and cannabis use were assessed at each time point using the Opiate Treatment Index. A random-intercept cross-lagged panel model analysis was conducted to identify within-person relationships between cannabis use and heroin use at subsequent follow-ups. RESULTS After accounting for a range of demographic variables, other substance use, and mental and physical health measures, an increase in cannabis use 24 months after baseline was significantly associated with an increase in heroin use at 36 months (estimate=0.21, SE=0.10). Additionally, an increase in heroin use at 3 months and 24 months was significantly associated with a decrease in cannabis use at 12 months (estimate=-0.27, SE=0.09) and 36 months (estimate=-0.22, SE=0.08). All other cross-lagged associations were not significant. CONCLUSIONS Although there was some evidence of a significant relationship between cannabis and heroin use at earlier follow-ups, this was sparse and inconsistent across time points. Overall, there was insufficient evidence to suggest a unidirectional or bidirectional relationship between the use of these substances.
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Affiliation(s)
- Jack Wilson
- Matilda Centre for Research in Mental Health and Substance Use, University of Sydney, Sydney, Australia (Wilson, Mills, Sunderland, Teesson, Marel); Addiction and Mental Health Group, University of Bath, Bath, U.K. (Freeman); Sydney Medical School, University of Sydney, Sydney, Australia (Haber); Drug Health Services, Royal Prince Alfred Hospital, Camperdown, Australia (Haber)
| | - Katherine L Mills
- Matilda Centre for Research in Mental Health and Substance Use, University of Sydney, Sydney, Australia (Wilson, Mills, Sunderland, Teesson, Marel); Addiction and Mental Health Group, University of Bath, Bath, U.K. (Freeman); Sydney Medical School, University of Sydney, Sydney, Australia (Haber); Drug Health Services, Royal Prince Alfred Hospital, Camperdown, Australia (Haber)
| | - Matthew Sunderland
- Matilda Centre for Research in Mental Health and Substance Use, University of Sydney, Sydney, Australia (Wilson, Mills, Sunderland, Teesson, Marel); Addiction and Mental Health Group, University of Bath, Bath, U.K. (Freeman); Sydney Medical School, University of Sydney, Sydney, Australia (Haber); Drug Health Services, Royal Prince Alfred Hospital, Camperdown, Australia (Haber)
| | - Tom P Freeman
- Matilda Centre for Research in Mental Health and Substance Use, University of Sydney, Sydney, Australia (Wilson, Mills, Sunderland, Teesson, Marel); Addiction and Mental Health Group, University of Bath, Bath, U.K. (Freeman); Sydney Medical School, University of Sydney, Sydney, Australia (Haber); Drug Health Services, Royal Prince Alfred Hospital, Camperdown, Australia (Haber)
| | - Maree Teesson
- Matilda Centre for Research in Mental Health and Substance Use, University of Sydney, Sydney, Australia (Wilson, Mills, Sunderland, Teesson, Marel); Addiction and Mental Health Group, University of Bath, Bath, U.K. (Freeman); Sydney Medical School, University of Sydney, Sydney, Australia (Haber); Drug Health Services, Royal Prince Alfred Hospital, Camperdown, Australia (Haber)
| | - Paul S Haber
- Matilda Centre for Research in Mental Health and Substance Use, University of Sydney, Sydney, Australia (Wilson, Mills, Sunderland, Teesson, Marel); Addiction and Mental Health Group, University of Bath, Bath, U.K. (Freeman); Sydney Medical School, University of Sydney, Sydney, Australia (Haber); Drug Health Services, Royal Prince Alfred Hospital, Camperdown, Australia (Haber)
| | - Christina Marel
- Matilda Centre for Research in Mental Health and Substance Use, University of Sydney, Sydney, Australia (Wilson, Mills, Sunderland, Teesson, Marel); Addiction and Mental Health Group, University of Bath, Bath, U.K. (Freeman); Sydney Medical School, University of Sydney, Sydney, Australia (Haber); Drug Health Services, Royal Prince Alfred Hospital, Camperdown, Australia (Haber)
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Andrassy B, Mukhdomi J. Co-use of opioids with cannabis: evaluating risks and benefits. Reg Anesth Pain Med 2023; 48:626. [PMID: 37263746 DOI: 10.1136/rapm-2023-104593] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2023] [Accepted: 04/11/2023] [Indexed: 06/03/2023]
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Azizoddin DR, Cohn AM, Ulahannan SV, Henson CE, Alexander AC, Moore KN, Holman LL, Boozary LK, Sifat MS, Kendzor DE. Cannabis use among adults undergoing cancer treatment. Cancer 2023; 129:3498-3508. [PMID: 37354093 PMCID: PMC11070130 DOI: 10.1002/cncr.34922] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Revised: 02/06/2023] [Accepted: 03/14/2023] [Indexed: 06/26/2023]
Abstract
BACKGROUND Little is known about the risks and benefits of cannabis use in the context of cancer care. This study characterized the prevalence, reasons for use, and perceived benefits of cannabis and compared symptoms and perceived risks between those who reported past 30-day cannabis use and those who did not. METHODS Adults undergoing cancer treatment at a National Cancer Institute-designated cancer center completed measures of sociodemographic characteristics, cannabis use, use modalities, reasons for use, perceived harms/benefits of use, physical and psychological symptoms, and other substance/medication use. Analyses compared patients who used or did not use cannabis in the past 30 days. RESULTS Participants (N = 267) were 58 years old on average, primarily female (70%), and predominantly White (88%). Over a quarter of respondents (26%) reported past 30-day cannabis use, and among those, 4.5% screened positive for cannabis use disorder. Participants who used cannabis most often used edibles (65%) or smoked cannabis (51%), and they were younger and more likely to be male, Black, and disabled, and to have lower income and Medicaid insurance than participants who did not use cannabis. Those who used cannabis reported more severe symptoms and perceived cannabis as less harmful than those who did not use cannabis. The most common medical reasons for cannabis use were pain, cancer, sleep problems, anxiety, nausea/vomiting, and poor appetite. Participants reported the greatest cannabis-related symptom relief from sleep problems, nausea/vomiting, headaches, pain, muscle spasms, and anxiety. CONCLUSIONS Patients with cancer who used cannabis perceived benefits for many symptoms, although they showed worse overall symptomatology. PLAIN LANGUAGE SUMMARY Among adults undergoing cancer treatment, 26% reported cannabis use in the past 30 days. Those who used cannabis were more likely to be male and disabled and to have lower income and Medicaid insurance than those who did not use cannabis. Participants most commonly reported using cannabis for pain, cancer, sleep, anxiety, and nausea/vomiting and reported the greatest perceived benefits for sleep, nausea/vomiting, headaches, pain, muscle spasms, and anxiety, yet participants who used cannabis also reported feeling worse physically and psychologically compared to those who did not use cannabis. Participants who used cannabis were more likely to report that cannabis was less risky to their health than alcohol, smoking, and opioids than those who did not use cannabis.
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Affiliation(s)
- Desiree R. Azizoddin
- Tobacco Settlement Endowment Trust Health Promotion Research Center, Stephenson Cancer Center, University of Oklahoma Health Science Center, Oklahoma City, Oklahoma, USA
- Department of Family and Preventive Medicine, College of Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, USA
| | - Amy M. Cohn
- Tobacco Settlement Endowment Trust Health Promotion Research Center, Stephenson Cancer Center, University of Oklahoma Health Science Center, Oklahoma City, Oklahoma, USA
- Department of Pediatrics, College of Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, USA
| | - Susanna V. Ulahannan
- Hematology‐Oncology Section, Department of Internal Medicine, Stephenson Cancer Center, College of Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, USA
| | - Christina E. Henson
- Department of Radiation Oncology, College of Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, USA
| | - Adam C. Alexander
- Tobacco Settlement Endowment Trust Health Promotion Research Center, Stephenson Cancer Center, University of Oklahoma Health Science Center, Oklahoma City, Oklahoma, USA
- Department of Family and Preventive Medicine, College of Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, USA
| | - Kathleen N. Moore
- Gynecologic Oncology Section, Department of Obstetrics and Gynecology, Stephenson Cancer Center, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, USA
| | - Laura L. Holman
- Gynecologic Oncology Section, Department of Obstetrics and Gynecology, Stephenson Cancer Center, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, USA
| | - Laili Kharazi Boozary
- Tobacco Settlement Endowment Trust Health Promotion Research Center, Stephenson Cancer Center, University of Oklahoma Health Science Center, Oklahoma City, Oklahoma, USA
- Cellular and Behavioral Neurobiology, Department of Psychology, The University of Oklahoma, Norman, Oklahoma, USA
| | - Munjireen S. Sifat
- Tobacco Settlement Endowment Trust Health Promotion Research Center, Stephenson Cancer Center, University of Oklahoma Health Science Center, Oklahoma City, Oklahoma, USA
| | - Darla E. Kendzor
- Tobacco Settlement Endowment Trust Health Promotion Research Center, Stephenson Cancer Center, University of Oklahoma Health Science Center, Oklahoma City, Oklahoma, USA
- Department of Family and Preventive Medicine, College of Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, USA
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11
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Buttorff C, Wang GS, Wilks A, Tung G, Kress A, Schwam D, Pacula RL. Impact of Recreational Cannabis Legalization on Opioid Prescribing and Opioid-Related Hospital Visits in Colorado: an Observational Study. J Gen Intern Med 2023; 38:2726-2733. [PMID: 37340250 PMCID: PMC10506996 DOI: 10.1007/s11606-023-08195-3] [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: 11/09/2022] [Accepted: 03/30/2023] [Indexed: 06/22/2023]
Abstract
BACKGROUND Cannabis may be a substitute for opioids but previous studies have found conflicting results when using data from more recent years. Most studies have examined the relationship using state-level data, missing important sub-state variation in cannabis access. OBJECTIVE To examine cannabis legalization on opioid use at the county level, using Colorado as a case study. Colorado allowed recreational cannabis stores in January 2014. Local communities could decide whether to allow dispensaries, creating variation in the level of exposure to cannabis outlets. DESIGN Observational, quasi-experimental design exploiting county-level variation in allowance of recreational dispensaries. SUBJECTS Colorado residents MEASURES: We use licensing information from the Colorado Department of Revenue to measure county-level exposure to cannabis outlets. We use the state's Prescription Drug Monitoring Program (2013-2018) to construct opioid-prescribing measures of number of 30-day fills and total morphine equivalents, both per county resident per quarter. We construct outcomes of opioid-related inpatient visits (2011-2018) and emergency department visits (2013-2018) with Colorado Hospital Association data. We use linear models in a differences-in-differences framework that accounts for the varying exposure to medical and recreational cannabis over time. There are 2048 county-quarter observations used in the analysis. RESULTS We find mixed evidence of cannabis exposure on opioid-related outcomes at the county level. We find increasing exposure to recreational cannabis is associated with a statistically significant decrease in number of 30-day fills (coefficient: -117.6, p-value<0.01) and inpatient visits (coefficient: -0.8, p-value: 0.03), but not total MME nor ED visits. Counties with no medical exposure prior to recreational legalization experience greater reductions in the number of 30-day fills and MME than counties with prior medical exposure (p=0.02 for both). CONCLUSIONS Our mixed findings suggest that further increases in cannabis beyond medical access may not always reduce opioid prescribing or opioid-related hospital visits at a population level.
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Affiliation(s)
| | - George Sam Wang
- Department of Pediatrics, Children’s Hospital Colorado, University of Colorado Anschutz Medical Campus, Aurora, CO USA
| | - Asa Wilks
- RAND Corporation, Santa Monica, CA USA
| | - Gregory Tung
- Department of Health Systems, Management & Policy, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO USA
| | - Amii Kress
- ECHO Data Analysis Center, Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD USA
| | | | - Rosalie Liccardo Pacula
- Sol Price School of Public Policy, Schaeffer Center for Health Policy & Economics, University of Southern California, Los Angeles, CA USA
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12
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Rhew IC, Le VT, Ramirez JJ, Fleming CB, Kilmer JR, Delawalla MLM, Hultgren BA, Lee CM, Larimer ME, Guttmannova K. The association between cannabis use and risk of non-medical pain reliever misuse onset among young adults in a legal cannabis context. Addict Behav 2023; 143:107711. [PMID: 37011567 PMCID: PMC10168644 DOI: 10.1016/j.addbeh.2023.107711] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Revised: 03/18/2023] [Accepted: 03/25/2023] [Indexed: 04/03/2023]
Abstract
BACKGROUND Little is known about the prospective relationship between cannabis use and pain reliever misuse. This study examined associations of non-medical and medical cannabis use with onset of non-medical pain reliever misuse among young adults in Washington State (WA), where non-medical cannabis is legal. METHODS Data were from a cohort-sequential study of adults 18-25 residing in WA. Four annual surveys were used from cohorts recruited in 2014, 2015, and 2016. Participants who had not reported non-medical pain reliever misuse at baseline were included in discrete time survival analyses (N = 4,236). Odds ratios (ORs) were estimated for new onset of non-medical pain reliever misuse in any given follow-up year over the course of three years according to baseline non-medical and medical cannabis use. RESULTS When included separately in models, non-medical and medical cannabis use at baseline were associated with increased risk of non-medical pain reliever misuse adjusting for demographic characteristics as well as past year cigarette use and alcohol use (non-medical OR = 5.27; 95 % CI: 3.28, 8.48; medical OR = 2.21; 95 % CI: 1.39, 3.52). Including both forms of use in the model, associations of non-medical and medical cannabis use with non-medical pain reliever misuse onset remained (non-medical OR = 4.64; 95 % CI: 2.88, 7.49; medical OR = 1.65; 95 % CI: 1.04, 2.62). CONCLUSIONS Despite claims that cannabis use may reduce opioid use and related harms, findings suggest that cannabis use, including medical use, may not be protective, but instead may increase risk for non-medical pain reliever misuse.
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Affiliation(s)
- Isaac C Rhew
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, USA.
| | - Vi T Le
- Social Development Research Group, University of Washington, Seattle, WA, USA.
| | - Jason J Ramirez
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, USA.
| | - Charles B Fleming
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, USA.
| | - Jason R Kilmer
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, USA.
| | - Miranda L M Delawalla
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, USA.
| | - Brittney A Hultgren
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, USA.
| | - Christine M Lee
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, USA.
| | - Mary E Larimer
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, USA.
| | - Katarina Guttmannova
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, USA.
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13
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McGinty EE, Tormohlen KN, Seewald NJ, Bicket MC, McCourt AD, Rutkow L, White SA, Stuart EA. Effects of U.S. State Medical Cannabis Laws on Treatment of Chronic Noncancer Pain. Ann Intern Med 2023; 176:904-912. [PMID: 37399549 DOI: 10.7326/m23-0053] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 07/05/2023] Open
Abstract
BACKGROUND State medical cannabis laws may lead patients with chronic noncancer pain to substitute cannabis in place of prescription opioid or clinical guideline-concordant nonopioid prescription pain medications or procedures. OBJECTIVE To assess effects of state medical cannabis laws on receipt of prescription opioids, nonopioid prescription pain medications, and procedures for chronic noncancer pain. DESIGN Using data from 12 states that implemented medical cannabis laws and 17 comparison states, augmented synthetic control analyses estimated laws' effects on receipt of chronic noncancer pain treatment, relative to predicted treatment receipt in the absence of the law. SETTING United States, 2010 to 2022. PARTICIPANTS 583 820 commercially insured adults with chronic noncancer pain. MEASUREMENTS Proportion of patients receiving any opioid prescription, nonopioid prescription pain medication, or procedure for chronic noncancer pain; volume of each treatment type; and mean days' supply and mean morphine milligram equivalents per day of prescribed opioids, per patient in a given month. RESULTS In a given month during the first 3 years of law implementation, medical cannabis laws led to an average difference of 0.05 percentage points (95% CI, -0.12 to 0.21 percentage points), 0.05 percentage points (CI, -0.13 to 0.23 percentage points), and -0.17 percentage points (CI, -0.42 to 0.08 percentage points) in the proportion of patients receiving any opioid prescription, any nonopioid prescription pain medication, or any chronic pain procedure, respectively, relative to what we predict would have happened in that month had the law not been implemented. LIMITATIONS This study used a strong nonexperimental design but relies on untestable assumptions involving parallel counterfactual trends. Statistical power is limited by the finite number of states. Results may not generalize to noncommercially insured populations. CONCLUSION This study did not identify important effects of medical cannabis laws on receipt of opioid or nonopioid pain treatment among patients with chronic noncancer pain. PRIMARY FUNDING SOURCE National Institute on Drug Abuse.
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Affiliation(s)
- Emma E McGinty
- Division of Health Policy and Economics, Weill Cornell Medicine, New York, New York (E.E.M.)
| | - Kayla N Tormohlen
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland (K.N.T., N.J.S., A.D.M., L.R., S.A.W.)
| | - Nicholas J Seewald
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland (K.N.T., N.J.S., A.D.M., L.R., S.A.W.)
| | - Mark C Bicket
- Departments of Anesthesiology and Health Management and Policy, School of Public Health, University of Michigan, Ann Arbor, Michigan (M.C.B.)
| | - Alexander D McCourt
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland (K.N.T., N.J.S., A.D.M., L.R., S.A.W.)
| | - Lainie Rutkow
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland (K.N.T., N.J.S., A.D.M., L.R., S.A.W.)
| | - Sarah A White
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland (K.N.T., N.J.S., A.D.M., L.R., S.A.W.)
| | - Elizabeth A Stuart
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland (E.A.S.)
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14
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Wilson J, Mills KL, Sunderland M, Freeman TP, Teesson M, Haber PS, Marel C. Different Tokes for Different Folks: Use of Cannabis Products Among a Longitudinal Cohort of People with Heroin Dependence. Int J Ment Health Addict 2023:1-17. [PMID: 37363767 PMCID: PMC10184640 DOI: 10.1007/s11469-023-01071-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/02/2023] [Indexed: 06/28/2023] Open
Abstract
Co-occurring cannabis use is common among those with opioid use disorder (OUD), but the extent to which it is harmful may be due to its preparation and concentration of various cannabinoids. The current study aimed to examine the prevalence of, and long-term associations with, the use of varying cannabis products among a naturalistic longitudinal cohort of people with heroin dependence. A total of 615 people, most of whom were entering treatment, were recruited to the Australian Treatment Outcome Study (ATOS) in 2001-2002. This analysis focuses on the 401 participants followed up at 18-20 years post baseline. Structured interviews assessed the use of cannabis products, as well as demographic and health covariates. High-potency/indoor-grown cannabis was the most common type ever used (68.8%), and in the past 12 months (80.4%), followed by low potency/outdoor grown (22.4%; 14.4%), and less so for other types of cannabis. After controlling for covariates, older age at baseline was associated with lower odds of high-potency cannabis being used as the primary type in the past 12 months. In contrast to studies of non-opioid dependent populations, common use of high-potency cannabis was not associated with more severe health outcomes. Supplementary Information The online version contains supplementary material available at 10.1007/s11469-023-01071-5.
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Affiliation(s)
- Jack Wilson
- The Matilda Centre for Research in Mental Health and Substance Use, Level 6, Jane Foss Russell Building, G02, The University of Sydney, Sydney, NSW 2006 Australia
| | - Katherine L. Mills
- The Matilda Centre for Research in Mental Health and Substance Use, Level 6, Jane Foss Russell Building, G02, The University of Sydney, Sydney, NSW 2006 Australia
| | - Matthew Sunderland
- The Matilda Centre for Research in Mental Health and Substance Use, Level 6, Jane Foss Russell Building, G02, The University of Sydney, Sydney, NSW 2006 Australia
| | - Tom P. Freeman
- Addiction and Mental Health Group (AIM), University of Bath, Bath, BA2 7AY UK
| | - Maree Teesson
- The Matilda Centre for Research in Mental Health and Substance Use, Level 6, Jane Foss Russell Building, G02, The University of Sydney, Sydney, NSW 2006 Australia
| | - Paul S. Haber
- Sydney Medical School, The University of Sydney, Sydney, NSW 2006 Australia
- Drug Health Services, Royal Prince Alfred Hospital, Camperdown, NSW 2050 Australia
| | - Christina Marel
- The Matilda Centre for Research in Mental Health and Substance Use, Level 6, Jane Foss Russell Building, G02, The University of Sydney, Sydney, NSW 2006 Australia
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15
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Marinello S, Powell LM. The impact of recreational cannabis markets on motor vehicle accident, suicide, and opioid overdose fatalities. Soc Sci Med 2023; 320:115680. [PMID: 36764087 DOI: 10.1016/j.socscimed.2023.115680] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2022] [Revised: 12/17/2022] [Accepted: 01/13/2023] [Indexed: 01/18/2023]
Abstract
In the U.S., an increasing number of states are legalizing regulated commercial markets for recreational cannabis, which allows private industry to produce, distribute, and sell marijuana to those 21 and older. The health impacts of these markets are not fully understood. Preliminary evidence suggests recreational markets may be associated with increased use among adults, which indicates there may be downstream health impacts on outcomes related to cannabis use. Three causes of death that are linked to cannabis use are motor vehicle accidents, suicide, and opioid overdose. Drawing on data from U.S. death certificates from 2009 to 2019, we conducted a difference-in-differences analysis to estimate the impact of recreational markets on fatalities from motor vehicle accidents, suicide, and opioid overdose in seven states: Colorado, Washington, Oregon, Alaska, Nevada, California, and Massachusetts. States with comprehensive medical cannabis programs with similar pre-trends in deaths were used as comparisons. For each outcome, a pooled estimate was generated with a meta-analysis using random effects models. The results revealed substantial increases in crash fatalities in Colorado, Oregon, Alaska, and California of 16%, 22%, 20%, and 14%, respectively. Based on estimates from all seven states, recreational markets were associated with a 10% increase in motor vehicle accident deaths, on average. This study found no evidence that recreational markets impacted suicides. Most states saw a relative reduction in opioid overdose death that ranged between 3 and 28%. On average, recreational markets were associated with an 11% reduction in opioid overdose fatalities.
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Affiliation(s)
- Samantha Marinello
- Division of Health Policy and Administration, School of Public Health, University of Illinois Chicago, 1603 W. Taylor Street, M/C 923, Chicago, IL, 60612-4394, USA.
| | - Lisa M Powell
- Division of Health Policy and Administration, School of Public Health, University of Illinois Chicago, 1603 W. Taylor Street, M/C 923, Chicago, IL, 60612-4394, USA
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16
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Davis MP, Case AA, Cyr C. Do We Have Structure, Process and Outcomes to Support Cannabis as Supportive Therapy in Cancer? Am J Hosp Palliat Care 2023; 40:341-350. [PMID: 35532011 DOI: 10.1177/10499091221101561] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
Cannabis is becoming more popular and more available in the United States. It has been approved for use by multiple states for various conditions and several states now allow recreational cannabis. We explore the structure of cannabis distribution, the process of acquisition, outcomes, and the safety of cannabis in the United States.
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Affiliation(s)
- Mellar P Davis
- 2780Geisinger Commonwealth School of Medicine, Danville, PA, USA
| | - Amy A Case
- Department of Medicine, Department of Supportive and Palliative Care, 2074Roswell Park Comprehensive Cancer Center, University at Buffalo Jacobs School of Medicine and Biomedical Sciences, Buffalo, NY, USA
| | - Claude Cyr
- Supportive and Palliative Care Division, 12367McGill University Health Center, Montreal, QC, Canada
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17
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Kiluk BD, Kleykamp BA, Comer SD, Griffiths RR, Huhn AS, Johnson MW, Kampman KM, Pravetoni M, Preston KL, Vandrey R, Bergeria CL, Bogenschutz MP, Brown RT, Dunn KE, Dworkin RH, Finan PH, Hendricks PS, Houtsmuller EJ, Kosten TR, Lee DC, Levin FR, McRae-Clark A, Raison CL, Rasmussen K, Turk DC, Weiss RD, Strain EC. Clinical Trial Design Challenges and Opportunities for Emerging Treatments for Opioid Use Disorder: A Review. JAMA Psychiatry 2023; 80:84-92. [PMID: 36449315 PMCID: PMC10297827 DOI: 10.1001/jamapsychiatry.2022.4020] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/05/2022]
Abstract
Importance Novel treatments for opioid use disorder (OUD) are needed to address both the ongoing opioid epidemic and long-standing barriers to existing OUD treatments that target the endogenous μ-opioid receptor (MOR) system. The goal of this review is to highlight unique clinical trial design considerations for the study of emerging treatments for OUD that address targets beyond the MOR system. In November 2019, the Analgesic, Anesthetic, and Addiction Clinical Trial Translations, Innovations, Opportunities, and Networks (ACTTION) public-private partnership with the US Food and Drug Administration sponsored a meeting to discuss the current evidence regarding potential treatments for OUD, including cannabinoids, psychedelics, sedative-hypnotics, and immunotherapeutics, such as vaccines. Observations Consensus recommendations are presented regarding the most critical elements of trial design for the evaluation of novel OUD treatments, such as: (1) stage of treatment that will be targeted (eg, seeking treatment, early abstinence/detoxification, long-term recovery); (2) role of treatment (adjunctive with or independent of existing OUD treatments); (3) primary outcomes informed by patient preferences that assess opioid use (including changes in patterns of use), treatment retention, and/or global functioning and quality of life; and (4) adverse events, including the potential for opioid-related relapse or overdose, especially if the patient is not simultaneously taking maintenance MOR agonist or antagonist medications. Conclusions and Relevance Applying the recommendations provided here as well as considering input from people with lived experience in the design phase will accelerate the development, translation, and uptake of effective and safe therapeutics for individuals struggling with OUD.
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Affiliation(s)
- Brian D Kiluk
- Department of Psychiatry, Yale School of Medicine, New Haven, Connecticut
| | - Bethea A Kleykamp
- University of Rochester School of Medicine and Dentistry, Rochester, New York
| | - Sandra D Comer
- Division on Substance Use Disorders, New York State Psychiatric Institute, New York
- Department of Psychiatry, Columbia University Irving Medical Center, New York, New York
| | - Roland R Griffiths
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Andrew S Huhn
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Matthew W Johnson
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Kyle M Kampman
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia
| | - Marco Pravetoni
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Harborview Medical Center, Seattle
| | - Kenzie L Preston
- Clinical Pharmacology and Therapeutics Research Branch, National Institute on Drug Abuse, National Institutes of Health, Bethesda, Maryland
| | - Ryan Vandrey
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Cecilia L Bergeria
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Michael P Bogenschutz
- Department of Psychiatry, NYU Grossman School of Medicine, New York University, New York
| | - Randall T Brown
- Department of Family Medicine and Community Health, University of Wisconsin-Madison School of Medicine and Public Health, Madison
| | - Kelly E Dunn
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Robert H Dworkin
- University of Rochester School of Medicine and Dentistry, Rochester, New York
| | - Patrick H Finan
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Peter S Hendricks
- Department of Health Behavior, School of Public Health, University of Alabama at Birmingham
| | | | - Thomas R Kosten
- Baylor College of Medicine, Houston, Texas
- Michael E. DeBakey VA Medical Center, Houston, Texas
| | - Dustin C Lee
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Frances R Levin
- Division on Substance Use Disorders, New York State Psychiatric Institute, New York
- Department of Psychiatry, College of Physicians and Surgeons, Columbia University, New York, New York
| | - Aimee McRae-Clark
- Department of Psychiatry, Medical University of South Carolina, Charleston
| | - Charles L Raison
- Department of Human Development and Family Studies, School of Human Ecology, University of Wisconsin-Madison
- Department of Psychiatry, School of Medicine and Public Health, University of Wisconsin-Madison
| | | | - Dennis C Turk
- University of Washington School of Medicine, Seattle
| | - Roger D Weiss
- Division of Alcohol, Drugs, and Addiction, McLean Hospital, Belmont, Massachusetts
- Department of Psychiatry, Harvard Medical School, Boston, Massachusetts
| | - Eric C Strain
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland
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18
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Sharma P, Holland A, Sheikh T, Novy B, Oesterle T, Platt R, Hammond CJ. Primary care provider attitudes, experiences and practices about cannabidiol (CBD) and barriers to patient-provider communication about CBD use: A qualitative study. PEC INNOVATION 2022; 1:100044. [PMID: 37213726 PMCID: PMC10194378 DOI: 10.1016/j.pecinn.2022.100044] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 01/01/2022] [Revised: 04/21/2022] [Accepted: 04/23/2022] [Indexed: 05/23/2023]
Abstract
Objectives Federal hemp legalization and ongoing shifts in US marijuana laws have led to increased population-wide use of cannabidiol (CBD) supplements, often without the knowledge of primary healthcare providers (PCPs). Given the potential risks related to CBD use, especially in vulnerable subgroups, improved communication is warranted. This study aimed to examine PCP attitudes, experiences, and practice behaviors related to CBD and provider-reported barriers to communication with patients about CBD use. Methods Fourteen PCPs were recruited and participated in semi-structured interviews. Transcripts were digitally analyzed using inductive thematic analysis. Results Analyses identified that most PCPs had neutral views about CBD use by their patients. The study found that discussions about CBD use were initiated by patients. Most PCPs cited lack of time, discomfort, low-quality evidence, and low prioritization as reasons for not discussing CBD with patients. Conclusion PCPs rarely screen for or discuss CBD use with their patients and most of them had neutral views about CBD use by their patients. A number of barriers exist to open dialogue about CBD. Innovation Our study is the first in-depth report on PCP attitudes, experiences, and practice behaviors related to CBD. The findings of our study have the potential to significantly impact future PCP practice behaviors. These results can inform healthcare system policies around screening for CBD use and PCP communication training. In doing so, these efforts may mitigate risk and optimize benefits related to the expanding CBD market.
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Affiliation(s)
- Pravesh Sharma
- Mayo Clinic Health System, 1221 Whipple St., Eau Claire, WI 54703, USA
| | - Ashley Holland
- Mayo Clinic Health System, 1221 Whipple St., Eau Claire, WI 54703, USA
| | - Taharat Sheikh
- Johns Hopkins School of Medicine, 733 N Broadway, Baltimore, MD 21205, USA
| | - Blake Novy
- Mayo Clinic, 200 First St. SW Rochester, MN 55905, USA
| | | | - Rheanna Platt
- Johns Hopkins School of Medicine, 733 N Broadway, Baltimore, MD 21205, USA
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19
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Affiliation(s)
- Wayne D Hall
- The National Centre for Youth Substance Use Research, The University of Queensland, Brisbane, Australia
| | - Keith Humphreys
- Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, California, USA
- Veterans Affairs Palo Alto Health Care System, Palo Alto, California, USA
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20
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Wilson J, Mills KL, Freeman TP, Sunderland M, Visontay R, Marel C. Response to Bahji et al.: Limitations of the available evidence that restrict our interpretation of the transition from cannabis to opioid use. Addiction 2022; 117:2754-2755. [PMID: 35792056 DOI: 10.1111/add.15993] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Accepted: 06/07/2022] [Indexed: 11/30/2022]
Affiliation(s)
- Jack Wilson
- The Matilda Centre for Research in Mental Health and Substance Use, The University of Sydney, Sydney, NSW, Australia
| | - Katherine L Mills
- The Matilda Centre for Research in Mental Health and Substance Use, The University of Sydney, Sydney, NSW, Australia
| | - Tom P Freeman
- Addiction and Mental Health Group (AIM), University of Bath, Bath, UK
| | - Matthew Sunderland
- The Matilda Centre for Research in Mental Health and Substance Use, The University of Sydney, Sydney, NSW, Australia
| | - Rachel Visontay
- The Matilda Centre for Research in Mental Health and Substance Use, The University of Sydney, Sydney, NSW, Australia
| | - Christina Marel
- The Matilda Centre for Research in Mental Health and Substance Use, The University of Sydney, Sydney, NSW, Australia
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21
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Abstract
Introduction: Medical cannabis (marijuana) use is legal in 33 U.S. states and the District of Columbia. Clinicians can play an important role in helping patients access and weigh potential benefits and risks of medicinal cannabis. Accordingly, this study aimed to assess clinician beliefs and practices related to cannabis. Methods: Data are from 1506 family practice doctors, internists, nurse practitioners, and oncologists who responded to the 2018 DocStyles, a web-based panel survey of clinicians. Questions assessed medicinal uses for and practices related to cannabis and assessed clinicians' knowledge of cannabis legality in their state. Logistic regression was used to assess multivariable correlates of asking about, assessing, and recommending cannabis. Results: Over two-thirds (68.9%) of clinicians surveyed believe that cannabis has medicinal uses and just over a quarter (26.6%) had ever recommended cannabis to a patient. Clinicians who believed cannabis had medicinal uses had 5.9 times the adjusted odds (95% confidence interval 3.9-8.9) of recommending cannabis to patients. Beliefs about conditions for medical cannabis use did not necessarily align with the current scientific evidence. Nearly two-thirds (60.0%) of clinicians surveyed incorrectly reported the legal status of cannabis in their state. Discussion: Findings suggest that while clinicians believe that cannabis has medicinal uses, they may not have a full understanding of the scientific evidence and may not accurately understand their state-based policies for cannabis legalization and use. Given that clinicians are responsible for recommending medicinal cannabis in most states that have legalized it, ongoing education about the health effects of cannabis is warranted.
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Affiliation(s)
- Gillian L. Schauer
- Division of Overdose Prevention, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
- Addictions, Drug & Alcohol Institute, University of Washington, Seattle, Washington, USA
| | - Rashid Njai
- U.S. Public Health Service Commissioned Corps, Atlanta, Georgia, USA
- Office of Minority Health and Health Equity, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Althea M. Grant
- U.S. Public Health Service Commissioned Corps, Atlanta, Georgia, USA
- Commissioned Corps Activity Specialty Services Team, Human Resources Office, Office of the Chief Operating Officer, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
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22
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United States marijuana legalization and opioid mortality epidemic during 2010–2020 and pandemic implications. J Natl Med Assoc 2022; 114:412-425. [DOI: 10.1016/j.jnma.2022.03.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2022] [Accepted: 03/21/2022] [Indexed: 11/23/2022]
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Lazris D, Gaur D, Curseen K, Kavalieratos D, Maxwell M, Quest T, Zarrabi AJ. Integrated Medical Cannabis Consultations in a Palliative Care Program: Policies, Procedures, and Progress after Six Years of Practice. J Palliat Med 2022; 25:802-806. [PMID: 35319304 DOI: 10.1089/jpm.2021.0577] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Introduction: Our academic ambulatory palliative care program has counseled, monitored, and certified patients for cannabis as part of routine palliative care practice for six years. Objective: We describe the population certified for cannabis and policies, procedures, and medicolegal challenges in our palliative care clinic. Methods: We performed a retrospective review of patients, qualifying diagnoses for cannabis certification, reasons for referral, and number of annual certifications. Results: Between 2015 and 2021, we certified 1711 patients for cannabis. The most common indications were cancer (64%), pain (24%), and neuropathy (9%). Other three months in 2021, 28% of new referrals to our practice were certified for cannabis and 15% of patients were referred explicitly for cannabis certification. Conclusion: Despite legal and practical challenges to implementing a medical cannabis program, our palliative care program has fully integrated cannabis as part of our standard outpatient clinical practice.
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Affiliation(s)
- David Lazris
- Emory University School of Medicine, Atlanta, Georgia, USA
| | - Dhruv Gaur
- Brown University, Providence, Rhode Island, USA
| | - Kimberly Curseen
- Division of Palliative Medicine, Department of Family and Preventive Medicine, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Dio Kavalieratos
- Department of Pediatrics, Emory University School of Medicine, Atlanta, Georgia, USA.,Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA
| | - Meredith Maxwell
- Division of Palliative Medicine, Department of Family and Preventive Medicine, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Tammie Quest
- Division of Palliative Medicine, Department of Family and Preventive Medicine, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Ali John Zarrabi
- Division of Palliative Medicine, Department of Family and Preventive Medicine, Emory University School of Medicine, Atlanta, Georgia, USA
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Humphreys K, Shover CL, Andrews CM, Bohnert ASB, Brandeau ML, Caulkins JP, Chen JH, Cuéllar MF, Hurd YL, Juurlink DN, Koh HK, Krebs EE, Lembke A, Mackey SC, Larrimore Ouellette L, Suffoletto B, Timko C. Responding to the opioid crisis in North America and beyond: recommendations of the Stanford-Lancet Commission. Lancet 2022; 399:555-604. [PMID: 35122753 PMCID: PMC9261968 DOI: 10.1016/s0140-6736(21)02252-2] [Citation(s) in RCA: 212] [Impact Index Per Article: 70.7] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/22/2020] [Revised: 08/01/2021] [Accepted: 10/06/2021] [Indexed: 02/07/2023]
Affiliation(s)
- Keith Humphreys
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, USA; Veterans Affairs Palo Alto Health Care System, Palo Alto, CA, USA.
| | - Chelsea L Shover
- Division of General Internal Medicine and Health Services Research, University of California Los Angeles David Geffen School of Medicine, Los Angeles, CA, USA
| | - Christina M Andrews
- Department of Health Services Policy and Management, Arnold School of Public Health, University of South Carolina, Columbia, SC, USA
| | - Amy S B Bohnert
- Department of Psychiatry and Department of Anesthesiology, University of Michigan Health System, Ann Arbor, MI, USA; Veterans Affairs Center for Clinical Management Research, Veterans Affairs Ann Arbor Healthcare System, Ann Arbor, MI, USA
| | - Margaret L Brandeau
- Department of Management Science and Engineering, Huang Engineering Center, Stanford University, Stanford, CA USA
| | | | - Jonathan H Chen
- Stanford Center for Biomedical Informatics Research, Stanford University School of Medicine, Stanford, CA, USA; Division of Hospital Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | | | - Yasmin L Hurd
- Addiction Institute, Icahn School of Medicine, New York, NY, USA
| | - David N Juurlink
- Sunnybrook Health Sciences Centre, Toronto, ON, Canada; Department of Medicine, University of Toronto, Toronto, ON, Canada
| | - Howard K Koh
- Department of Health Policy and Management, Harvard T H Chan School of Public Health, Boston, MA, USA
| | - Erin E Krebs
- Department of Medicine, University of Minnesota, Minneapolis, MN, USA; Center for Care Delivery and Outcomes Research, Veterans Affairs Minneapolis Health Care System, Minneapolis, MN, USA
| | - Anna Lembke
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - Sean C Mackey
- Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Palo Alto, CA, USA
| | | | - Brian Suffoletto
- Department of Emergency Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Christine Timko
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, USA; Veterans Affairs Palo Alto Health Care System, Palo Alto, CA, USA
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25
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Association of medical cannabis licensure with prescription opioid receipt: A population-based, individual-level retrospective cohort study. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2022; 100:103502. [PMID: 34695720 PMCID: PMC8810578 DOI: 10.1016/j.drugpo.2021.103502] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Revised: 09/28/2021] [Accepted: 10/04/2021] [Indexed: 02/03/2023]
Abstract
BACKGROUND The endocannabinoid system has been implicated in physiological processes fundamental to pain, giving plausibility to the hypothesis that cannabis may be used as a substitute or complement to prescription opioids in the management of chronic pain. We examined the association of medical cannabis licensure with likelihood of prescription opioid receipt using administrative records. METHODS This study linked registry information for medical cannabis licensure with records from the prescription drug monitoring program from April 1, 2016 to March 31, 2019 to create a population-based, retrospective cohort in Rhode Island. We examined within-person changes in receipt of any opioid prescription and receipt of an opioid prescription with a morphine equivalent dose of 50 mg or more, and of 90 mg or more. RESULTS The sample included 5,296 participants with medical cannabis license. Medical cannabis licensure was not associated with the odds of filling any opioid prescription (OR: 0.99; 95% CI: 0.94-0.1.05) or the odds of filling a prescription with a morphine equivalent dose of 50 mg or more (OR: 0.93; 95% CI: 0.84-1.04) and 90 mg or more (OR: 0.99; 95% CI: 0.86-1.15). CONCLUSION Medical cannabis licensure was not associated with subsequent cessation and reduction in prescription opioid use. Re-scheduling of cannabis will allow for the conduct of randomized controlled trials to determine the efficacy of medical cannabis as an alternative to prescription opioid use or a complement to the use of lower doses of prescription opioids in patients with chronic pain.
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French MT, Zukerberg J, Lewandowski TE, Piccolo KB, Mortensen K. Societal Costs and Outcomes of Medical and Recreational Marijuana Policies in the United States: A Systematic Review. Med Care Res Rev 2022; 79:743-771. [PMID: 35068253 DOI: 10.1177/10775587211067315] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Significant support exists in the United States for legalization of marijuana/cannabis. As of 2021, 36 states and four territories approved the legalization of medical cannabis via medical marijuana laws (MMLs), and 15 states and District of Columbia (DC) have adopted recreational marijuana laws (RMLs). We performed structured and systematic searches of articles published from 2010 through September 2021. We assess the literature pertaining to adolescent marijuana use; opioid use and opioid-related outcomes; alcohol use; tobacco use; illicit and other drug use; marijuana growing and cultivation; employment, earnings, and other workplace outcomes; academic achievement and performance; criminal activity; perceived harmfulness; traffic and road safety; and suicide and sexual activity. Overall, 113 articles satisfied our inclusion criteria. Except for opioids, studies on use of other substances (illicit drugs, tobacco, and alcohol) were inconclusive. MMLs and RMLs do not generate negative outcomes in the labor market, lead to greater criminal activity, or reduce traffic and road safety.
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Howard J, Wurzelbacher S, Osborne J, Wolf J, Ruser J, Chadarevian R. Review of cannabis reimbursement by workers' compensation insurance in the U.S. and Canada. Am J Ind Med 2021; 64:989-1001. [PMID: 34532872 DOI: 10.1002/ajim.23294] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2021] [Revised: 08/28/2021] [Accepted: 08/30/2021] [Indexed: 11/08/2022]
Abstract
Changing public attitudes about cannabis consumption have currently led 36 U.S. states and the District of Columbia to approve laws that make cannabis available to consumers with qualifying medical conditions. This article reviews the 36 states and the District of Columbia with medical cannabis access laws to determine if the state or the District also allows reimbursement of the costs of cannabis for a work-related health condition under that state's or District's workers' compensation insurance (WCI) laws and administrative regulations. The legal basis for a state allowing or not allowing WCI reimbursement is described. The review found that only six of the 36 states expressly allow cannabis WCI reimbursement, six expressly prohibit it, 14 states do not require reimbursement, and 10 states, and the District of Columbia, are silent on the issue. The article describes the role of the insurer, treating physician, and worker in obtaining WCI reimbursement in the six states that expressly allow cannabis WCI reimbursement. Comparisons are made to how selected Canadian provinces and territories administer cannabis reimbursement under Canada's new national cannabis legalization law. The article discusses the future role of cannabis legalization in the United States and the evolving role of cannabis from an international perspective.
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Affiliation(s)
- John Howard
- Office of the Director National Institute for Occupational Safety and Health Washington District of Columbia USA
| | - Steven Wurzelbacher
- Division of Field Studies and Engineering, National Institute for Occupational Safety and Health Center for Workers’ Compensation Studies Cincinnati Ohio USA
| | - Jamie Osborne
- Office of the Director National Institute for Occupational Safety and Health Atlanta Georgia USA
| | - Jennifer Wolf
- International Association of Accident Boards and Commissions Middleton Wisconsin USA
| | - John Ruser
- Workers Compensation Research Institute Cambridge Massachusetts USA
| | - Raji Chadarevian
- Medical Regulation and Informatics National Council on Compensation Insurance Boca Raton Florida USA
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Tormohlen KN, Bicket MC, White S, Barry CL, Stuart EA, Rutkow L, McGinty EE. The State of the Evidence on the Association Between State Cannabis Laws and Opioid-Related Outcomes: a Review. CURRENT ADDICTION REPORTS 2021; 8:538-545. [DOI: 10.1007/s40429-021-00397-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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29
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Medical Marijuana: Liability Issues for Mental Health Providers. J Addict Nurs 2021; 32:73-76. [PMID: 33646722 DOI: 10.1097/jan.0000000000000390] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
ABSTRACT As of 2019, 33 states, in addition to three territories and the District of Columbia, have approved medical marijuana programs. In the United States, the 12-month prevalence of medical marijuana use increased by 34.2% between 2013 and 2015. The rapid dissemination of medical marijuana use, in conjunction with conflicting data regarding its safety and efficacy, renders mental health providers in an ethical and legal quandary. The purpose of this article was to highlight emerging evidence regarding the efficacy and risks of medical marijuana and to describe medical-legal issues of such use regarding liability for mental health providers. Mental health care providers must be prudent to ensure that they are providing patients with the most accurate, up-to-date information regarding medical marijuana. This is not only to ensure protection from medical liability but also to promote best outcomes for patients experiencing mental health problems.
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Kvamme SL, Pedersen MM, Rømer Thomsen K, Thylstrup B. Exploring the use of cannabis as a substitute for prescription drugs in a convenience sample. Harm Reduct J 2021; 18:72. [PMID: 34246279 PMCID: PMC8272272 DOI: 10.1186/s12954-021-00520-5] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2021] [Accepted: 06/24/2021] [Indexed: 12/27/2022] Open
Abstract
BACKGROUND The use of cannabis as medicine (CaM) both prescribed and non-prescribed has increased markedly in the last decade, mirrored in a global shift in cannabis policy towards a more permissive stance. There is some evidence that cannabis functions as a substitute for prescription drugs, particularly opioids; however, more knowledge is needed on the motives of substitution users, their patterns of use, and perceived effects of substitution use. AIMS To explore who substitutes prescription drugs with cannabis, the type of prescription drugs substituted and the type of cannabis used, and the impact that substitution with cannabis has on prescription drug use as well as the motives for substitution in terms of experienced effects and side effects. METHODS A self-selected convenience sample was recruited through social media, public media, and patient organizations to take part in an anonymous online survey. Inclusion criteria were 18 years or older and use of cannabis (prescribed or non-prescribed) with a medical purpose. RESULTS The final sample included 2.841 respondents of which the majority (91%) used non-prescribed cannabis, and more than half (54.6%) had used CaM with the purpose of replacing a prescribed drug. Compared to non-substitution users, substitution users were more likely to be women and to use CaM in the treatment of chronic pain and other somatic conditions. Pain medication (67.2%), antidepressants (24.5%), and arthritis medication (20.7%) were the most common types of drugs replaced with CaM. Among substitution users, 38.1% reported termination of prescription drug use, and 45.9% a substantial decrease in prescription drug use. The most frequent type of cannabis used as a substitute was CBD-oil (65.2%), followed by 'hash, pot or skunk' (36.6%). More than half (65.8%) found CaM much more effective compared to prescription drugs, and 85.5% that the side effects associated with prescription drug use were much worse compared to use of CaM. CONCLUSION CaM is frequently used as a substitute for prescription drugs, particularly opioids. More research is needed on the long-term consequences of use of CaM, including the impact from low and high THC cannabis products on specific somatic and mental health conditions.
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Affiliation(s)
- Sinikka L Kvamme
- Center for Alcohol and Drug Research, Aarhus BSS, Aarhus University, Building 1322. Bartholins Allé 10, 8000, Aarhus C, Denmark.
| | - Michael M Pedersen
- Center for Alcohol and Drug Research, Aarhus BSS, Aarhus University, Building 1322. Bartholins Allé 10, 8000, Aarhus C, Denmark
| | - Kristine Rømer Thomsen
- Center for Alcohol and Drug Research, Aarhus BSS, Aarhus University, Building 1322. Bartholins Allé 10, 8000, Aarhus C, Denmark
| | - Birgitte Thylstrup
- Center for Alcohol and Drug Research, Aarhus BSS, Aarhus University, Artillerivej 90, 2. Floor, 2300, Copenhagen S, Denmark
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31
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Dunn KE, Bergeria CL, Huhn AS, Speed TJ, Mun CJ, Vandrey R, Campbell CM. Within-subject, double-blinded, randomized, and placebo-controlled evaluation of the combined effects of the cannabinoid dronabinol and the opioid hydromorphone in a human laboratory pain model. Neuropsychopharmacology 2021; 46:1451-1459. [PMID: 33879842 PMCID: PMC8055479 DOI: 10.1038/s41386-021-01007-4] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/29/2020] [Revised: 03/04/2021] [Accepted: 03/24/2021] [Indexed: 02/02/2023]
Abstract
This Phase II study evaluated analgesia, abuse liability, and cognitive performance of hydromorphone and oral delta-9-tetrahydrocannabinol (THC; dronabinol) using a within-subject, double-blind, randomized, placebo-controlled, human laboratory trial. Healthy adults (N = 29) with no history of drug use disorder received combinations of placebo, hydromorphone (4 mg; oral), and dronabinol (2.5 mg, 5.0 mg, 10 mg; oral). Primary outcomes were quantitative sensory testing (QST) measures of acute (thermal, pressure pain; thermal, punctate probe temporal summation; cold pressor; conditioned pain modulation) and chronic pain (capsaicin 10% topical cream with thermal rekindling), measures of drug abuse liability, cognitive functioning, and adverse events. Subgroup analyses were conducted within opioid-responders (endorsed >20 on a Drug Effect visual analog scale during the hydromorphone-only condition) and nonresponders. A consistent dose-effect relationship of dronabinol on hydromorphone across all measures was not observed. Analgesia only improved in the hydromorphone + dronabinol 2.5 mg condition. Hydromorphone + dronabinol 2.5 mg showed the lowest and hydromorphone+dronabinol 5 mg showed the highest risk for abuse. Hydromorphone+dronabinol 10 mg produced a high rate of dysphoric effects, and hydromorphone+dronabinol 5 mg and hydromorphone + dronabinol 10 mg produced AEs. Subgroup analyses showed subjective effects and abuse risk was increased among opioid responders and largely absent among nonresponders. Overall, only hydromorphone+dronabinol 2.5 mg modestly enhanced hydromorphone-based analgesia and hydromorphone + dronabinol 5 mg and 10 mg increased risk for abuse and AEs. These data can help inform opioid-sparing efforts in clinical pain populations. Demonstration that potential opioid effects varied as a function of participant opioid sensitivity (e.g., responder status) is a novel finding that warrants additional research.
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Affiliation(s)
- Kelly E. Dunn
- grid.21107.350000 0001 2171 9311Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD USA
| | - Cecilia L. Bergeria
- grid.21107.350000 0001 2171 9311Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD USA
| | - Andrew S. Huhn
- grid.21107.350000 0001 2171 9311Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD USA
| | - Traci J. Speed
- grid.21107.350000 0001 2171 9311Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD USA
| | - Chung Jung Mun
- grid.21107.350000 0001 2171 9311Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD USA
| | - Ryan Vandrey
- grid.21107.350000 0001 2171 9311Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD USA
| | - Claudia M. Campbell
- grid.21107.350000 0001 2171 9311Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD USA
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Ricci V, Di Salvo G, Maina G. Remission of persistent methamphetamine-induced psychosis after cariprazine therapy: presentation of a case report. J Addict Dis 2021; 40:145-148. [PMID: 34180372 DOI: 10.1080/10550887.2021.1945398] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
In this case report, we described a patient admitted with persistent methamphetamine-induced psychotic symptoms, accompanied by negative symptoms, who appeared to respond to cariprazine treatment regarding his psychotic and craving symptoms. To our knowledge, no cariprazine-related data has been published about these type of patients. Our case suggests that cariprazine may improve both psychotic and addictive symptoms in subjects with persistent substance-induced psychotic disorders. Notably, our patient reported an abrupt decrease in substance craving and use, and an improvement in positive and negative psychotic symptoms. Although it is not possible to generalize the observations and findings gathered with this single case, it detected a potential effect of cariprazine on a drug naïve patient with persistent psychotic symptoms induced by methamphetamine for the first time.
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Affiliation(s)
| | | | - Giuseppe Maina
- San Luigi Gonzaga University Hospital, Turin, Italy.,University of Turin, Turin, Italy
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Abstract
With the growing public interest in the potential therapeutic benefits of cannabis and cannabinoids in the treatment of opioid use disorder (OUD), some states have now either added or proposed to add OUD as an indication for their state's medical marijuana program. However, these initiatives are based on weak evidence which at present do not support the listing of cannabis or cannabinoids as a treatment for OUD. Nevertheless, studying the potential therapeutic applications of carefully chosen components of cannabis or cannabinoids to treat specific aspects of OUD is not without scientific merit. Given the high rates of treatment discontinuation among those taking medications for OUD, interventions that further improve clinical outcomes are especially needed. The potential therapeutic applications of cannabis and cannabinoids in the treatment of OUD are worthy of further study, but it should be conducted with the same rigor that we expect of all pharmaceutical products. Until we have more research to show their efficacy, policy makers and clinicians should refrain from portraying cannabis and cannabinoids as evidence-based treatments for OUD.
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Affiliation(s)
- Joji Suzuki
- Department of Psychiatry, Brigham and Women’s Hospital, 60 Fenwood Road, Boston, MA 02115
- Harvard Medical School, Boston 02115, MA
| | - Roger D. Weiss
- Harvard Medical School, Boston 02115, MA
- Division of Drug and Alcohol Abuse, McLean Hospital, 115 Mill St, Belmont, MA 02478
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Smetana GW, Tetrault JM, Hill KP, Burns RB. Should You Recommend Cannabinoids for This Patient With Painful Neuropathy? : Grand Rounds Discussion From Beth Israel Deaconess Medical Center. Ann Intern Med 2021; 174:237-246. [PMID: 33556279 DOI: 10.7326/m20-7945] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Cannabis includes 140 active cannabinoid compounds, the most important of which are tetrahydrocannabinol and cannabidiol (CBD). Tetrahydrocannabinol is primarily responsible for the intoxicating effects of cannabis; CBD has potential therapeutic effects, including reduction in chronic pain. Recent legislative changes have resulted in the legal availability of cannabinoids in all 50 states, as well as a marked increase in patients' interest in their use. Despite an abundance of data, albeit of varied quality, clinicians may feel poorly prepared to counsel patients seeking advice on the suitability of CBD products for various indications, particularly chronic neuropathic pain. In 2018, on the basis of a systematic review of the literature, a Canadian Evidence Review Group published a guideline with recommendations for clinicians on prescribing cannabinoids in primary care practice. The overall quality of evidence was low to very low. In a meta-analysis of 15 randomized trials of medical cannabis for treating chronic pain, 39% of patients achieved at least a 30% reduction in pain. The corresponding value for placebo-treated patients was 30%; the number needed to treat was 11. More evidence exists for neuropathic pain than for other types of noncancer pain. Here, a general internist with a focus on addiction medicine and an addiction psychiatrist discuss how they would apply the literature to make recommendations for a patient with painful diabetic neuropathy, including counseling on both potential benefits and harms.
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Affiliation(s)
- Gerald W Smetana
- Beth Israel Deaconess Medical Center, Boston, Massachusetts (G.W.S., K.P.H., R.B.B.)
| | | | - Kevin P Hill
- Beth Israel Deaconess Medical Center, Boston, Massachusetts (G.W.S., K.P.H., R.B.B.)
| | - Risa B Burns
- Beth Israel Deaconess Medical Center, Boston, Massachusetts (G.W.S., K.P.H., R.B.B.)
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Caputi TL. What cannabis can learn from Covid: Hydroxychloroquine research suggests the next step for medical cannabis research. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2021; 93:103133. [PMID: 33517127 PMCID: PMC7843244 DOI: 10.1016/j.drugpo.2021.103133] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2020] [Revised: 01/08/2021] [Accepted: 01/17/2021] [Indexed: 12/03/2022]
Affiliation(s)
- Theodore L Caputi
- Department of Health Sciences, University of York, Seebohm Rowntree Building, Heslington, York, YO10 5DD, UK.
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36
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Carrubba AR, Ebbert JO, Spaulding AC, DeStephano D, DeStephano CC. Use of Cannabis for Self-Management of Chronic Pelvic Pain. J Womens Health (Larchmt) 2020; 30:1344-1351. [PMID: 33252316 DOI: 10.1089/jwh.2020.8737] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Background: Chronic pelvic pain (CPP) affects up to 15% of women in the United States. The endocannabinoid system is a potential pharmacological target for pelvic pain as cannabinoid receptors are highly expressed in the uterus and other nonreproductive tissues. We hypothesize that cannabis use is common for self-management of CPP, and our primary objective was to determine the prevalence of cannabis use in this population. Materials and Methods: A cross-sectional survey of women with pelvic and perineal pain, dyspareunia, or endometriosis was performed between March and August 2019. Subjects were recruited in an outpatient gynecology office. An anonymous, confidential, electronic survey was performed using a tablet. Statistical analysis was performed using JMP (SAS, Cary, NC). Results: A total of 240 patients were approached, with 113 responses (47.1% response rate). There were 26 patients who used cannabis (23%). The majority used at least once per week (n = 18, 72%). Most users (n = 24, 96%) reported improvement in symptoms, including pain, cramping, muscle spasms, anxiety, depression, sleep disturbances, libido, and irritability. Over one-third (35%) stated that cannabis use decreased the number of phone calls or messages sent to their provider, and 39% reported decreased number of clinical visits. Side effects, including dry mouth, sleepiness, and feeling "high," were reported by 84% (n = 21). Conclusions: Almost one-quarter of patients with CPP report regular use of cannabis as an adjunct to their prescribed therapy. Although side effects are common, most users report improvement in symptoms. Our study highlights the potential of cannabis as a therapeutic option for patients with CPP.
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Affiliation(s)
- Aakriti R Carrubba
- Department of Gynecologic Surgery, Mayo Clinic, Jacksonville, Florida, USA
| | - Jon O Ebbert
- Department of Community Internal Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Aaron C Spaulding
- Department of Health Sciences Research, Mayo Clinic, Jacksonville, Florida, USA
| | - David DeStephano
- Department of Epidemiology, Columbia University Mailman School of Public Health, New York, New York, USA
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Lee MT, Chen YH, Mackie K, Chiou LC. Median Nerve Stimulation as a Nonpharmacological Approach to Bypass Analgesic Tolerance to Morphine: A Proof-of-Concept Study in Mice. THE JOURNAL OF PAIN 2020; 22:300-312. [PMID: 33069869 DOI: 10.1016/j.jpain.2020.09.003] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Revised: 09/23/2020] [Accepted: 09/25/2020] [Indexed: 02/06/2023]
Abstract
Analgesic tolerance to opioids contributes to the opioid crisis by increasing the quantity of opioids prescribed and consumed. Thus, there is a need to develop non-opioid-based pain-relieving regimens as well as strategies to circumvent opioid tolerance. Previously, we revealed a non-opioid analgesic mechanism induced by median nerve electrostimulation at the overlaying PC6 (Neiguan) acupoint (MNS-PC6). Here, we further examined the efficacy of MNS-PC6 in morphine-tolerant mice with neuropathic pain induced by chronic constriction injury (CCI) of the sciatic nerve. Daily treatments of MNS-PC6 (2 Hz, 2 mA), but not electrostimulation at a nonmedian nerve-innervated location, for a week post-CCI induction significantly suppressed established mechanical allodynia in CCI-mice in an orexin-1 (OX1) and cannabinoid-1 (CB1) receptor-dependent fashion. This antiallodynic effect induced by repeated MNS-PC6 was comparable to that induced by repeated gabapentin (50 mg/kg, i.p.) or single morphine (10 mg/kg, i.p.) treatments, but without tolerance, unlike repeated morphine-induced analgesia. Furthermore, single and repeated MNS-PC6 treatments remained fully effective in morphine-tolerant CCI-mice, also in an OX1 and CB1 receptor-dependent fashion. In CCI-mice receiving escalating doses of morphine for 21 days (10, 20 and 50 mg/kg), single and repeated MNS-PC6 treatments remained fully effective. Therefore, repeated MNS-PC6 treatments induce analgesia without tolerance, and retain efficacy in opioid-tolerant mice via a mechanism that involves OX1 and CB1 receptors. This study suggests that MNS-PC6 is an alternative pain management strategy that maybe useful for combatting the opioid epidemic, and opioid-tolerant patients receiving palliative care. PERSPECTIVE: Median nerve stimulation relieves neuropathic pain in mice without tolerance and retains efficacy even in mice with analgesic tolerance to escalating doses of morphine, via an opioid-independent, orexin-endocannabinoid-mediated mechanism. This study provides a proof of concept for utilizing peripheral nerve stimulating devices for pain management in opioid-tolerant patients.
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Affiliation(s)
- Ming Tatt Lee
- Graduate Institute of Pharmacology, College of Medicine, National Taiwan University, Taipei, Taiwan; Graduate Institute of Brain and Mind Sciences, College of Medicine, National Taiwan University, Taipei, Taiwan; Faculty of Pharmaceutical Sciences, UCSI University, Kuala Lumpur, Malaysia
| | - Yi-Hung Chen
- Graduate Institute of Acupuncture Science, China Medical University, Taichung, Taiwan; Chinese Medicine Research Center, China Medical University, Taichung, Taiwan
| | - Ken Mackie
- Gill Center for Biomolecular Research, Indiana University, Bloomington, Indiana; Department of Psychological and Brain Sciences, Indiana University, Bloomington, Indiana
| | - Lih-Chu Chiou
- Graduate Institute of Pharmacology, College of Medicine, National Taiwan University, Taipei, Taiwan; Graduate Institute of Brain and Mind Sciences, College of Medicine, National Taiwan University, Taipei, Taiwan; Graduate Institute of Acupuncture Science, China Medical University, Taichung, Taiwan.
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De Aquino JP, Sofuoglu M, Stefanovics EA, Rosenheck RA. Impact of cannabis on non-medical opioid use and symptoms of posttraumatic stress disorder: a nationwide longitudinal VA study. THE AMERICAN JOURNAL OF DRUG AND ALCOHOL ABUSE 2020; 46:812-822. [PMID: 33035104 DOI: 10.1080/00952990.2020.1818248] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
BACKGROUND Multiple states have authorized cannabis as an opioid substitution agent and as a treatment for posttraumatic stress disorder (PTSD). OBJECTIVES This study sought to investigate the relationship between cannabis use, non-medical opioid use, and PTSD symptoms among U.S. veterans. METHODS From 1992-2011, veterans admitted to specialized intensive PTSD treatment participated in a national evaluation with assessments at intake and four months after discharge. Participants with non-medical opioid use ≥ 7 days during the 30 days preceding admission were divided into two groups: those with cannabis use ≥ 7 days, and those without cannabis use. These two groups were compared on measures of substance use and PTSD symptoms at baseline and 4-months outpatient follow-up. We hypothesized that, at both assessments, the group with baseline cannabis use would show less non-medical opioid use and less severe PTSD symptoms. RESULTS Of 1,413 veterans with current non-medical opioid use, 438 (30.3%) also used cannabis, and 985 (69.7%) did not. At baseline, veterans with concurrent non-medical opioid and cannabis use had slightly fewer days of non-medical opioid use (p < .005; d = -0.16), greater use of other substances (p < .0001) and more PTSD symptoms (p = .003; d = 0.16), compared to veterans who used non-medical opioids but not cannabis. At follow-up, substance use or PTSD symptoms did not significantly differ. CONCLUSION Cannabis use was not associated with a substantial reduction of non-medical opioid use, or either improvement or worsening of PTSD symptoms in this population. Hence, these data do not encourage cannabis use to treat either non-medical opioid use or PTSD.
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Affiliation(s)
- Joao P De Aquino
- Department of Psychiatry, Yale School of Medicine , New Haven, CT, USA.,Mental Illness Research, Education and Clinical Centers, VA Connecticut Healthcare System , West Haven, CT, USA
| | - Mehmet Sofuoglu
- Department of Psychiatry, Yale School of Medicine , New Haven, CT, USA.,Mental Illness Research, Education and Clinical Centers, VA Connecticut Healthcare System , West Haven, CT, USA
| | - Elina A Stefanovics
- Department of Psychiatry, Yale School of Medicine , New Haven, CT, USA.,Mental Illness Research, Education and Clinical Centers, VA Connecticut Healthcare System , West Haven, CT, USA
| | - Robert A Rosenheck
- Department of Psychiatry, Yale School of Medicine , New Haven, CT, USA.,Mental Illness Research, Education and Clinical Centers, VA Connecticut Healthcare System , West Haven, CT, USA
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Millea TP. Smoke and Mirrors: The Recreational Marijuana Debate. LINACRE QUARTERLY 2020; 87:254-258. [PMID: 32699434 DOI: 10.1177/0024363920916284] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The increasingly widespread legalization of recreational marijuana should raise concerns regarding the societal and medical impact of its use. The relative cultural acceptance for its use should be counterbalanced with an honest and scientific review of the adverse impacts. This article provides a synopsis of recent studies that point to significant concerns from medical and psychiatric viewpoints. Summary With the increasing number of states that have legalized the use of recreational marijuana, concerns regarding its negative effects are necessary. There is growing scientific evidence that the use of marijuana for recreational purposes has a wide variety of negative health effects, both physical and psychiatric.
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Johal H, Vannabouathong C, Chang Y, Zhu M, Bhandari M. Medical cannabis for orthopaedic patients with chronic musculoskeletal pain: does evidence support its use? Ther Adv Musculoskelet Dis 2020; 12:1759720X20937968. [PMID: 32655704 PMCID: PMC7333482 DOI: 10.1177/1759720x20937968] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2020] [Accepted: 06/05/2020] [Indexed: 12/22/2022] Open
Abstract
The treatment of chronic, non-cancer musculoskeletal pain has become a topic growing interest as it is believed to be one of the reasons for the current opioid epidemic. The medicinal use of cannabis has a long history as a number of active compounds in cannabis have been shown to interact with the body's endocannabinoid system to reduce pain. This position paper provides a history on the evolution of cannabis, the science behind its therapeutic effects, and review of the evidence and current guideline recommendations on its use as a treatment for patients with chronic, non-cancer musculoskeletal pain. Results from systematic reviews have demonstrated a statistically significant reduction in chronic pain conditions with cannabinoids, compared with placebo, although the effects might be considered small and did not reach the minimally important difference. More adverse events were reported in the cannabinoid group than in the placebo group with longer than 2 weeks of treatment. There is a lack of evidence on dependence. With changes to policies, patients' perception has changed to be more positive toward the use of medical cannabis. Current recommendations from North America, Latin America, Europe, Australia and Iran support the use of medical cannabis for chronic, non-cancer pain. Based on the current evidence, it is our position that cannabinoids may be considered as an adjunctive therapy after recommended first- and second-line therapies have failed to provide sufficient efficacy or tolerability. Patients should consider the balance between the desirable and undesirable effects of taking cannabis for chronic pain, and comprehensively consider their own values and preferences, as well as cost-effectiveness factors, based on the information provided by their physician.
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Affiliation(s)
- Herman Johal
- Department of Surgery, McMaster University, 237 Barton Street East, Floor 5N, Hamilton, ON L8L 2X2, Canada
| | | | - Yaping Chang
- OrthoEvidence Inc., 3228 South Service Road, Suite 206, Burlington, ON L7N 3J6, Canada
| | - Meng Zhu
- OrthoEvidence Inc., Burlington, ON, Canada
| | - Mohit Bhandari
- Department of Surgery, McMaster University, Hamilton, ON, Canada
- OrthoEvidence Inc., Burlington, ON, Canada
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Shover CL, Vest NA, Chen D, Stueber A, Falasinnu TO, Hah JM, Kim J, Mackey I, Weber KA, Ziadni M, Humphreys K. Association of State Policies Allowing Medical Cannabis for Opioid Use Disorder With Dispensary Marketing for This Indication. JAMA Netw Open 2020; 3:e2010001. [PMID: 32662844 PMCID: PMC7361653 DOI: 10.1001/jamanetworkopen.2020.10001] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
Abstract
IMPORTANCE Misinformation about cannabis and opioid use disorder (OUD) may increase morbidity and mortality if it leads individuals with OUD to forego evidence-based treatment. It has not been systematically evaluated whether officially designating OUD as a qualifying condition for medical cannabis is associated with cannabis dispensaries suggesting cannabis as a treatment for OUD. OBJECTIVE To examine whether state-level policies designating OUD a qualifying condition for medical cannabis are associated with more dispensaries claiming cannabis can treat OUD. DESIGN, SETTING, AND PARTICIPANTS This cross-sectional, mixed-methods study of 208 medical dispensary brands was conducted in 2019 using the brands' online content. The study included dispensaries operating in New Jersey, New York, and Pennsylvania, where OUD is a qualifying condition for medical cannabis, and in Connecticut, Delaware, Maryland, Ohio, and West Virginia, where this policy does not exist. EXPOSURES Presence of OUD on the list of qualifying conditions for a state's medical cannabis program. MAIN OUTCOMES AND MEASURES Binary indicators of whether online content from the brand said cannabis can treat OUD, can replace US Food and Drug Administration-approved medications for OUD, can be an adjunctive therapy to Food and Drug Administration-approved medications for OUD, or can be used as a substitute for opioids to treat other conditions (eg, chronic pain). RESULTS After excluding duplicates, listings for nonexistent dispensaries, and those without online content, 167 brands across 7 states were included in the analysis (44 [26.3%] in states where OUD was a qualifying condition and 123 [73.7%] in adjacent states). A dispensary listed in a directory for West Virginia was not operational; therefore, comparison states were Connecticut, Delaware, Maryland, and Ohio. In policy-exposed states, 39% (95% CI, 23%-55%) more dispensaries claimed cannabis could treat OUD compared with unexposed states (P < .001). For replacing medications for OUD and being an adjunctive therapy, the differences were 14% (95% CI, 2%-26%; P = .002) and 28% (95% CI, 14%-42%; P < .001), respectively. The suggestion that cannabis could substitute for opioids (eg, to treat chronic pain) was made by 25% (95% CI, 9%-41%) more brands in policy-exposed states than adjacent states (P = .002). CONCLUSIONS AND RELEVANCE In this study, state-level policies designating OUD as a qualifying condition for medical cannabis were associated with more dispensaries claiming cannabis can treat OUD. In the current policy environment, in which medical claims by cannabis dispensaries are largely unregulated, these advertisements could harm patients. Future research linking these policies to patient outcomes is warranted.
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Affiliation(s)
- Chelsea L. Shover
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, California
| | - Noel A. Vest
- Department of Anesthesiology, Perioperative, and Pain Medicine, Stanford University School of Medicine, Stanford, California
| | - Derek Chen
- Department of Anesthesiology, Perioperative, and Pain Medicine, Stanford University School of Medicine, Stanford, California
| | - Amanda Stueber
- Department of Psychology, Washington State University, Seattle
| | - Titilola O. Falasinnu
- Department of Epidemiology and Population Sciences, Stanford University School of Medicine, Stanford, California
| | - Jennifer M. Hah
- Department of Anesthesiology, Perioperative, and Pain Medicine, Stanford University School of Medicine, Stanford, California
| | - Jinhee Kim
- Department of Anesthesiology, Perioperative, and Pain Medicine, Stanford University School of Medicine, Stanford, California
| | - Ian Mackey
- Department of Anesthesiology, Perioperative, and Pain Medicine, Stanford University School of Medicine, Stanford, California
| | - Kenneth A. Weber
- Department of Anesthesiology, Perioperative, and Pain Medicine, Stanford University School of Medicine, Stanford, California
| | - Maisa Ziadni
- Department of Anesthesiology, Perioperative, and Pain Medicine, Stanford University School of Medicine, Stanford, California
| | - Keith Humphreys
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, California
- Veterans Affairs Palo Alto Health Care System, Palo Alto, California
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42
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Williams AR. Cannabis as a Gateway Drug for Opioid Use Disorder. THE JOURNAL OF LAW, MEDICINE & ETHICS : A JOURNAL OF THE AMERICAN SOCIETY OF LAW, MEDICINE & ETHICS 2020; 48:268-274. [PMID: 32631185 PMCID: PMC7359408 DOI: 10.1177/1073110520935338] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
Cannabis use in some individuals can meaningfully introduce de novo risk for the initiation of opioid use and development of opioid use disorder. These risks may be particularly high during adolescence when cannabis use may disrupt critical periods of neurodevelopment. Current research studying the combination of genetic and environmental factors involved in substance use disorders is poorly understood. More research is needed, particularly to identify which adolescents are most at risk and to develop effective interventions addressing contributing factors such as trauma and psychiatric comorbidity.
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Affiliation(s)
- Arthur Robin Williams
- Arthur Robin Williams, M.D., M.B.E., is an Assistant Professor, Division on Substance Use Disorders, Columbia University Department of Psychiatry and a Research Scientist, New York State Psychiatric Institute
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43
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Humphreys K, Shover CL. Recreational cannabis legalization presents an opportunity to reduce the harms of the US medical cannabis industry. World Psychiatry 2020; 19:191-192. [PMID: 32394570 PMCID: PMC7214949 DOI: 10.1002/wps.20739] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Affiliation(s)
- Keith Humphreys
- Veterans Affairs Health Care System, Palo Alto, CA, USA
- Stanford University School of Medicine, Stanford, CA, USA
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44
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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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45
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Humphreys K, Hall WD. Reducing the risks of distortion in cannabis research. Addiction 2020; 115:799-801. [PMID: 31491039 DOI: 10.1111/add.14801] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/30/2019] [Accepted: 08/30/2019] [Indexed: 01/06/2023]
Affiliation(s)
- Keith Humphreys
- Veterans Affairs Palo Alto Health Care System, Palo Alto, CA, USA.,Stanford University, Stanford, CA, USA.,National Addiction Centre, King's College London, London, UK
| | - Wayne D Hall
- The University of Queensland Centre for Youth Substance Abuse Research, St Lucia, QLD, Australia.,National Addiction Centre, King's College London, London, UK
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46
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Valleriani J, Haines-Saah R, Capler R, Bluthenthal R, Socias ME, Milloy MJ, Kerr T, McNeil R. The emergence of innovative cannabis distribution projects in the downtown eastside of Vancouver, Canada. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2020; 79:102737. [PMID: 32289590 PMCID: PMC7308205 DOI: 10.1016/j.drugpo.2020.102737] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2019] [Revised: 01/25/2020] [Accepted: 03/16/2020] [Indexed: 01/23/2023]
Abstract
The ongoing overdose crisis in the United States and Canada has highlighted the urgent need for innovative interventions to reduce drug-related harms. This, in turn, has led to increased interest in the potential of cannabis as a harm reduction strategy. While Canada has recently legalized cannabis, meaningful barriers to accessing legal cannabis remain for people who use drugs (PWUD) from marginalized communities. In the Downtown Eastside of Vancouver, Canada, innovative, grassroots cannabis distribution programs that dispense cannabis and cannabis products from unregulated sources to PWUD for free have recently emerged. In this study, we draw upon 23 in-depth qualitative interviews and ethnographic fieldwork with PWUD who access these programs. We found that these distribution programs play an important function in bridging access to cannabis for PWUD in a structurally disadvantaged neighborhood and do so by implementing few restrictions on who can access, providing a variety of cannabis products that would otherwise be inaccessible, and distributing cannabis at no cost. In addition, many people reported the program spaces provided an avenue to socialize and connect. Most of our participants reported that legal cannabis was inaccessible both through the legal medical and non-medical systems. Considering Canadian governments have made important regulatory changes in regards to cannabis, understanding emerging patterns and the structural barriers to accessing legal cannabis will be critical to maximizing the potential uses of cannabis as a harm reduction tool and ensuring equitable access to structurally disadvantaged populations. Examining the impact of cannabis use on PWUD and ensuring these groups have access to cannabis is an important component in determining whether cannabis deregulation reduces drug-related harms.
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Affiliation(s)
- Jenna Valleriani
- British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, BC V6Z 2A9, Canada; Department of Medicine, University of British Columbia, St. Paul's Hospital, 608-1081 Burrard Street, Vancouver, BC V6Z 1Y6, Canada
| | - Rebecca Haines-Saah
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, 2500 University Drive NW, Calgary, AB T2N1N4, Canada
| | - Rielle Capler
- British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, BC V6Z 2A9, Canada; Department of Medicine, University of British Columbia, St. Paul's Hospital, 608-1081 Burrard Street, Vancouver, BC V6Z 1Y6, Canada
| | - Ricky Bluthenthal
- Keck School of Medicine, University of Southern California, 1975 Zonal Ave, Los Angeles, CA 90033, United States
| | - M Eugenia Socias
- British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, BC V6Z 2A9, Canada; Department of Medicine, University of British Columbia, St. Paul's Hospital, 608-1081 Burrard Street, Vancouver, BC V6Z 1Y6, Canada
| | - M J Milloy
- British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, BC V6Z 2A9, Canada; Department of Medicine, University of British Columbia, St. Paul's Hospital, 608-1081 Burrard Street, Vancouver, BC V6Z 1Y6, Canada
| | - Thomas Kerr
- British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, BC V6Z 2A9, Canada; Department of Medicine, University of British Columbia, St. Paul's Hospital, 608-1081 Burrard Street, Vancouver, BC V6Z 1Y6, Canada
| | - Ryan McNeil
- British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, BC V6Z 2A9, Canada; Department of Internal Medicine, Yale School of Medicine, 367 Cedar Street, New Haven, CT 06510, United States; Program in Addiction Medicine, Yale School of Medicine, 367 Cedar Street, New Haven, CT 06510, United States.
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Vest NA, McPherson S, Burns GL, Tragesser S. Parallel modeling of pain and depression in prediction of relapse during buprenorphine and naloxone treatment: A finite mixture model. Drug Alcohol Depend 2020; 209:107940. [PMID: 32135429 PMCID: PMC7173998 DOI: 10.1016/j.drugalcdep.2020.107940] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/25/2019] [Revised: 02/17/2020] [Accepted: 02/23/2020] [Indexed: 02/04/2023]
Abstract
BACKGROUND Relapse is common in treatment for opioid use disorders (OUDs). Pain and depression often co-occur during OUD treatment, yet little is known about how they influence relapse among patients with a primary diagnosis of prescription opioid use disorder (POUD). Advanced statistical analyses that can simultaneously model these two conditions may lead to targeted clinical interventions. METHOD The objective of this study was to utilize a discrete survival analysis with a growth mixture model to test time to prescription opioid relapse, predicted by parallel growth trajectories of depression and pain, in a clinical sample of patients in buprenorphine/naloxone treatment. The latent class analysis characterized heterogeneity with data collected from the National Institute of Drug Abuse Clinical Trials Network project (CTN-0030). RESULTS Results suggested that a 4-class solution was the most parsimonious based on global fit indices and clinical relevance. The 4 classes identified were: 1) low relapse, 2) high depression and moderate pain, 3) high pain, and 4) high relapse. Odds ratios for time-to-first use indicated no statistically significant difference in time to relapse between the high pain and the high depression classes, but all other classes differed significantly. CONCLUSION This is the first longitudinal study to characterize the influence of pain, depression, and relapse in patients receiving buprenorphine and naloxone treatment. These results emphasize the need to monitor the influence of pain and depression during stabilization on buprenorphine and naloxone. Future work may identify appropriate interventions that can be introduced to extend time-to-first prescription opioid use among patients.
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Affiliation(s)
- Noel A Vest
- Washington State University, Department of Psychology, Pullman, WA 99164-4820, United States.
| | - Sterling McPherson
- Washington State University, Elson S. Floyd College of Medicine, Analytics & Psychopharmacology Laboratory (APPL), 412 E. Spokane Falls Blvd. Spokane, WA 99202-2131, United States.
| | - G Leonard Burns
- Washington State University, Department of Psychology, Pullman, WA 99164-4820, United States.
| | - Sarah Tragesser
- Washington State University, Department of Psychology, Pullman, WA 99164-4820, United States.
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48
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Online patient-provider cannabis consultations. Prev Med 2020; 132:105987. [PMID: 31954143 PMCID: PMC7035882 DOI: 10.1016/j.ypmed.2020.105987] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/29/2019] [Revised: 01/09/2020] [Accepted: 01/12/2020] [Indexed: 11/20/2022]
Abstract
Cannabis has been legalized, decriminalized, or medicalized in over half the U.S. states. With restrictions on cannabis research, accepted standards to guide clinical practice are lacking. Analyzing online communications through a digital health platform, we characterized patient questions about cannabis use and provider responses. Coded for content were 4579 questions posted anonymously online between March 2011 through January 2017, and the responses from 1439 U.S. licensed clinicians. Provider responses to medical cannabis use questions were coded for sentiment: "negative", "positive", and "mixed." Responses could be "thanked" by patients and receive "agrees" from providers. The most frequent themes were detection of cannabis use (25.3%), health harms (19.9%), co-use with other substances (9.1%), and medical use (8.2%). The 425 medical cannabis use questions most frequently related to treatment of mental illness (20.3%), pain (20.0%), and cancer care (6.7%). The 762 provider responses regarding medical cannabis use were coded for sentiment as 59.6% negative, 28.6% mixed, and 11.8% positive. Provider sentiment was most positive regarding cannabis use for palliative care and most negative for treating respiratory conditions, poor appetite, and mental illness. The proportion of positive sentiment responses increased from 17.6% to 32.4%. Provider responses coded as negative sentiment received more provider "Agrees" (mean rank = 280) than those coded as positive (mean rank = 215), beta coefficient = 0.33; 95% CI: 0.05, 0.62; p = .02. Cannabis use is a health topic of public interest. Variability in provider responses reflects the need for more research and consensus building to inform evidence-based clinical guidelines for cannabis use in medicine.
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Rieb LM, Samaan Z, Furlan AD, Rabheru K, Feldman S, Hung L, Budd G, Coleman D. Canadian Guidelines on Opioid Use Disorder Among Older Adults. Can Geriatr J 2020; 23:123-134. [PMID: 32226571 PMCID: PMC7067148 DOI: 10.5770/cgj.23.420] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND In Canada, rates of hospital admission from opioid overdose are higher for older adults (≥ 65) than younger adults, and opioid use disorder (OUD) is a growing concern. In response, Health Canada commissioned the Canadian Coalition of Seniors' Mental Health to create guidelines for the prevention, screening, assessment, and treatment of OUD in older adults. METHODS A systematic review of English language literature from 2008-2018 regarding OUD in adults was conducted. Previously published guidelines were evaluated using AGREE II, and key guidelines updated using ADAPTE method, by drawing on current literature. Recommendations were created and assessed using the GRADE method. RESULTS Thirty-two recommendations were created. Prevention recommendations: it is key to prioritize non-pharmacological and non-opioid strategies to treat acute and chronic noncancer pain. Assessment recommendations: a comprehensive assessment is important to help discern contributions of other medical conditions. Treatment recommendations: buprenorphine is first line for both withdrawal management and maintenance therapy, while methadone, slow-release oral morphine, or naltrexone can be used as alternatives under certain circumstances; non-pharmacological treatments should be offered as an integrated part of care. CONCLUSION These guidelines provide practical and timely clinical recommendations on the prevention, assessment, and treatment of OUD in older adults within the Canadian context.
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Affiliation(s)
- Launette M Rieb
- Department of Family Practice, University of British Columbia, Vancouver, BC
| | - Zainab Samaan
- Department of Psychiatry, McMaster University, Hamilton, ON
| | | | - Kiran Rabheru
- Department of Psychiatry, University of Ottawa, Ottawa, ON
| | - Sid Feldman
- Department of Family and Community Medicine, University of Toronto, Toronto, ON
| | - Lillian Hung
- Canadian Gerontological Nurses Association, Toronto, ON
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Cox JW, Sherva RM, Lunetta KL, Saitz R, Kon M, Kranzler HR, Gelernter J, Farrer LA. Identifying factors associated with opioid cessation in a biracial sample using machine learning. EXPLORATION OF MEDICINE 2020; 1:27-41. [PMID: 33554217 PMCID: PMC7861053 DOI: 10.37349/emed.2020.00003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2019] [Accepted: 12/18/2019] [Indexed: 11/19/2022] Open
Abstract
AIM Racial disparities in opioid use disorder (OUD) management exist, however, and there is limited research on factors that influence opioid cessation in different population groups. METHODS We employed multiple machine learning prediction algorithms least absolute shrinkage and selection operator, random forest, deep neural network, and support vector machine to assess factors associated with ceasing opioid use in a sample of 1,192 African Americans (AAs) and 2,557 individuals of European ancestry (EAs) who met Diagnostic and Statistical Manual of Mental Disorders, 5th Edition criteria for OUD. Values for nearly 4,000 variables reflecting demographics, alcohol and other drug use, general health, non-drug use behaviors, and diagnoses for other psychiatric disorders, were obtained for each participant from the Semi-Structured Assessment for Drug Dependence and Alcoholism, a detailed semi-structured interview. RESULTS Support vector machine models performed marginally better on average than other machine learning methods with maximum prediction accuracies of 75.4% in AAs and 79.4% in EAs. Subsequent stepwise regression considered the 83 most highly ranked variables across all methods and models and identified less recent cocaine use (AAs: odds ratio (OR) = 1.82, P = 9.19 × 10-5; EAs: OR = 1.91, P = 3.30 × 10-15), shorter duration of opioid use (AAs: OR = 0.55, P = 5.78 × 10-6; EAs: OR = 0.69, P = 3.01 × 10-7), and older age (AAs: OR = 2.44, P = 1.41 × 10-12; EAs: OR = 2.00, P = 5.74 × 10-9) as the strongest independent predictors of opioid cessation in both AAs and EAs. Attending self-help groups for OUD was also an independent predictor (P < 0.05) in both population groups, while less gambling severity (OR = 0.80, P = 3.32 × 10-2) was specific to AAs and post-traumatic stress disorder recovery (OR = 1.93, P = 7.88 × 10-5), recent antisocial behaviors (OR = 0.64, P = 2.69 × 10-3), and atheism (OR = 1.45, P = 1.34 × 10-2) were specific to EAs. Factors related to drug use comprised about half of the significant independent predictors in both AAs and EAs, with other predictors related to non-drug use behaviors, psychiatric disorders, overall health, and demographics. CONCLUSIONS These proof-of-concept findings provide avenues for hypothesis-driven analysis, and will lead to further research on strategies to improve OUD management in EAs and AAs.
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Affiliation(s)
- Jiayi W. Cox
- Department of Medicine (Biomedical Genetics), Boston University School of Medicine, Boston, MA 02118, USA
| | - Richard M. Sherva
- Department of Medicine (Biomedical Genetics), Boston University School of Medicine, Boston, MA 02118, USA
| | - Kathryn L. Lunetta
- Department of Biostatistics, Boston University School of Public Health, Boston, MA 02118, USA
| | - Richard Saitz
- Department of Community Health Sciences, Boston University School of Public Health, Boston, MA 02118, USA
| | - Mark Kon
- Department of Mathematics and Statistics, Boston University College of Arts & Sciences, Boston, MA 02215, USA
| | - Henry R. Kranzler
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania and VISN 4 MIRECC, Crescenz VAMC, Philadelphia, PA 19104, USA
| | - Joel Gelernter
- Departments of Psychiatry, Genetics and Neuroscience, Yale School of Medicine, New Haven, CT 06511, USA
- Department of Psychiatry, VA CT Healthcare Center, West Haven, CT 06516, USA
| | - Lindsay A. Farrer
- Department of Medicine (Biomedical Genetics), Boston University School of Medicine, Boston, MA 02118, USA
- Department of Biostatistics, Boston University School of Public Health, Boston, MA 02118, USA
- Departments of Neurology, Ophthalmology and Epidemiology, Boston University Schools of Medicine and Public Health, Boston, MA 02118, USA
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