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Paul SE, Baranger DA, Johnson EC, Jackson JJ, Gorelik AJ, Miller AP, Hatoum AS, Thompson WK, Strube M, Dick DM, Kamarajan C, Kramer JR, Plawecki MH, Chan G, Anokhin AP, Chorlian DB, Kinreich S, Meyers JL, Porjesz B, Edenberg HJ, Agrawal A, Bucholz KK, Bogdan R. Alcohol milestones and internalizing, externalizing, and executive function: longitudinal and polygenic score associations. Psychol Med 2024; 54:2644-2657. [PMID: 38721768 PMCID: PMC11464200 DOI: 10.1017/s003329172400076x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/22/2024]
Abstract
BACKGROUND Although the link between alcohol involvement and behavioral phenotypes (e.g. impulsivity, negative affect, executive function [EF]) is well-established, the directionality of these associations, specificity to stages of alcohol involvement, and extent of shared genetic liability remain unclear. We estimate longitudinal associations between transitions among alcohol milestones, behavioral phenotypes, and indices of genetic risk. METHODS Data came from the Collaborative Study on the Genetics of Alcoholism (n = 3681; ages 11-36). Alcohol transitions (first: drink, intoxication, alcohol use disorder [AUD] symptom, AUD diagnosis), internalizing, and externalizing phenotypes came from the Semi-Structured Assessment for the Genetics of Alcoholism. EF was measured with the Tower of London and Visual Span Tasks. Polygenic scores (PGS) were computed for alcohol-related and behavioral phenotypes. Cox models estimated associations among PGS, behavior, and alcohol milestones. RESULTS Externalizing phenotypes (e.g. conduct disorder symptoms) were associated with future initiation and drinking problems (hazard ratio (HR)⩾1.16). Internalizing (e.g. social anxiety) was associated with hazards for progression from first drink to severe AUD (HR⩾1.55). Initiation and AUD were associated with increased hazards for later depressive symptoms and suicidal ideation (HR⩾1.38), and initiation was associated with increased hazards for future conduct symptoms (HR = 1.60). EF was not associated with alcohol transitions. Drinks per week PGS was linked with increased hazards for alcohol transitions (HR⩾1.06). Problematic alcohol use PGS increased hazards for suicidal ideation (HR = 1.20). CONCLUSIONS Behavioral markers of addiction vulnerability precede and follow alcohol transitions, highlighting dynamic, bidirectional relationships between behavior and emerging addiction.
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Affiliation(s)
- Sarah E. Paul
- Department of Psychological and Brain Sciences, Washington University in St. Louis, St. Louis, MO, USA
| | - David A.A. Baranger
- Department of Psychological and Brain Sciences, Washington University in St. Louis, St. Louis, MO, USA
| | - Emma C. Johnson
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA
| | - Joshua J. Jackson
- Department of Psychological and Brain Sciences, Washington University in St. Louis, St. Louis, MO, USA
| | - Aaron J. Gorelik
- Department of Psychological and Brain Sciences, Washington University in St. Louis, St. Louis, MO, USA
| | - Alex P. Miller
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA
| | - Alexander S. Hatoum
- Department of Psychological and Brain Sciences, Washington University in St. Louis, St. Louis, MO, USA
| | - Wesley K. Thompson
- Population Neuroscience and Genetics (PNG) Center, Laureate Institute for Brain Research, Tulsa, OK, USA
| | - Michael Strube
- Department of Psychological and Brain Sciences, Washington University in St. Louis, St. Louis, MO, USA
| | - Danielle M. Dick
- Department of Psychiatry, Robert Wood Johnson Medical School, Rutgers University, Piscataway, NJ, USA
- Rutgers Addiction Research Center, Rutgers University, Piscataway, NJ, USA
| | - Chella Kamarajan
- Department of Psychiatry and Behavioral Sciences, SUNY Downstate Health Sciences University, Brooklyn, NY, USA
| | - John R. Kramer
- Department of Psychiatry, Carver College of Medicine, The University of Iowa, Iowa City, IA, USA
| | - Martin H. Plawecki
- Department of Psychiatry, School of Medicine, Indiana University, Indianapolis, IN, USA
| | - Grace Chan
- Department of Psychiatry, Carver College of Medicine, The University of Iowa, Iowa City, IA, USA
- Department of Psychiatry, School of Medicine, University of Connecticut, Farmington, CT, USA
| | - Andrey P. Anokhin
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA
| | - David B. Chorlian
- Department of Psychiatry and Behavioral Sciences, SUNY Downstate Health Sciences University, Brooklyn, NY, USA
| | - Sivan Kinreich
- Department of Psychiatry and Behavioral Sciences, SUNY Downstate Health Sciences University, Brooklyn, NY, USA
| | - Jacquelyn L. Meyers
- Department of Psychiatry and Behavioral Sciences, SUNY Downstate Health Sciences University, Brooklyn, NY, USA
| | - Bernice Porjesz
- Department of Psychiatry and Behavioral Sciences, SUNY Downstate Health Sciences University, Brooklyn, NY, USA
| | - Howard J. Edenberg
- Department of Medical and Molecular Genetics, School of Medicine, Indiana University, Indianapolis, IN, USA
- Department of Biochemistry and Molecular Biology, School of Medicine, Indiana University, Indianapolis, IN, USA
| | - Arpana Agrawal
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA
| | - Kathleen K. Bucholz
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA
| | - Ryan Bogdan
- Department of Psychological and Brain Sciences, Washington University in St. Louis, St. Louis, MO, USA
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Tam CC, Gilder DA, Li L, Karriker-Jaffe KJ, Duhart Clarke SE, Ehlers CL. Age of onset and alcohol and cannabis use disorders among Mexican American young adults: Robust substance-specific effects of early use as a risk factor. J Ethn Subst Abuse 2024; 23:450-470. [PMID: 36093789 PMCID: PMC9998803 DOI: 10.1080/15332640.2022.2111388] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2022]
Abstract
We investigated the substance-specific and cross-substance risk associated with early onset (before age 15) of drunkenness and cannabis use in the subsequent development of alcohol (AUD) and cannabis use disorder (CUD) in Mexican American young adults. Survival analyses employed Cox proportional hazards models for AUD and CUD, separately. In cross-risk analyses, we modeled estimates for those participants reporting lifetime use of both substances. Early onset of drunkenness and early onset of cannabis use were associated with shorter time to AUD and CUD, respectively, even after accounting for psychiatric disorders. While there were no cross-risk associations, adjusting for psychiatric disorders and early onset cannabis use attenuated the association of early drunkenness with AUD.
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Affiliation(s)
- Christina C Tam
- Alcohol Research Group, Public Health Institute, Emeryville, California
| | | | - Libo Li
- Alcohol Research Group, Public Health Institute, Emeryville, California
| | - Katherine J Karriker-Jaffe
- Center for Behavioral Health Epidemiology, Implementation, and Evaluation Research, RTI International, Berkeley, California
| | - Sarah E Duhart Clarke
- Center for Behavioral Health Epidemiology, Implementation, and Evaluation Research, RTI International, Berkeley, California
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Jones JD, Arout CA, Luba R, Murugesan D, Madera G, Gorsuch L, Schusterman R, Martinez S. The influence of drug class on reward in substance use disorders. Pharmacol Biochem Behav 2024; 240:173771. [PMID: 38670466 PMCID: PMC11162950 DOI: 10.1016/j.pbb.2024.173771] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Revised: 03/26/2024] [Accepted: 04/16/2024] [Indexed: 04/28/2024]
Abstract
In the United States, the societal costs associated with drug use surpass $500 billion annually. The rewarding and reinforcing properties that drive the use of these addictive substances are typically examined concerning the neurobiological effects responsible for their abuse potential. In this review, terms such as "abuse potential," "drug," and "addictive properties" are used due to their relevance to the methodological, theoretical, and conceptual framework for understanding the phenomenon of drug-taking behavior and the associated body of preclinical and clinical literature. The use of these terms is not intended to cast aspersions on individuals with substance use disorders (SUD). Understanding what motivates substance use has been a focus of SUD research for decades. Much of this corpus of work has focused on the shared effects of each drug class to increase dopaminergic transmission within the central reward pathways of the brain, or the "reward center." However, the precise influence of each drug class on dopamine signaling, and the extent thereof, differs considerably. Furthermore, the aforementioned substances have effects on several neurobiological targets that mediate and modulate their addictive properties. The current manuscript sought to review the influence of drug class on the rewarding effects of each of the major pharmacological classes of addictive drugs (i.e., psychostimulants, opioids, nicotine, alcohol, and cannabinoids). Our review suggests that even subtle differences in drug effects can result in significant variability in the subjective experience of the drug, altering rewarding and other reinforcing effects. Additionally, this review will argue that reward (i.e., the attractive and motivational property of a stimulus) alone is not sufficient to explain the abuse liability of these substances. Instead, abuse potential is best examined as a function of both positive and negative reinforcing drug effects (i.e., stimuli that the subject will work to attain and stimuli that the subject will work to end or avoid, respectively). Though reward is central to drug use, the factors that motivate and maintain drug taking are varied and complex, with much to be elucidated.
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Affiliation(s)
- Jermaine D Jones
- Division on Substance Use Disorders, Department of Psychiatry, Columbia University Vagelos College of Physicians and Surgeons, 1051 Riverside Drive, New York, NY 10032, USA.
| | - Caroline A Arout
- Division on Substance Use Disorders, Department of Psychiatry, Columbia University Vagelos College of Physicians and Surgeons, 1051 Riverside Drive, New York, NY 10032, USA
| | - Rachel Luba
- Division on Substance Use Disorders, Department of Psychiatry, Columbia University Vagelos College of Physicians and Surgeons, 1051 Riverside Drive, New York, NY 10032, USA
| | - Dillon Murugesan
- CUNY School of Medicine, 160 Convent Avenue, New York, NY 10031, USA
| | - Gabriela Madera
- Division on Substance Use Disorders, Department of Psychiatry, Columbia University Vagelos College of Physicians and Surgeons, 1051 Riverside Drive, New York, NY 10032, USA
| | - Liam Gorsuch
- Department of Psychiatry, The University of British Columbia, 430-5950 University Blvd., Vancouver V6T 1Z3, BC, Canada
| | - Rebecca Schusterman
- Division on Substance Use Disorders, Department of Psychiatry, Columbia University Vagelos College of Physicians and Surgeons, 1051 Riverside Drive, New York, NY 10032, USA
| | - Suky Martinez
- Division on Substance Use Disorders, Department of Psychiatry, Columbia University Vagelos College of Physicians and Surgeons, 1051 Riverside Drive, New York, NY 10032, USA
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Lesko CR, Falade-Nwulia OO, Pytell JD, Hutton HE, Fojo AT, Keruly JC, Moore RD, Chander G. Joint effects of substance use disorders and recent substance use on HIV viral non-suppression among people engaged in HIV care in an urban clinic, 2014-2019. Addiction 2023; 118:2193-2202. [PMID: 37491566 PMCID: PMC10592031 DOI: 10.1111/add.16301] [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: 09/20/2022] [Accepted: 06/19/2023] [Indexed: 07/27/2023]
Abstract
AIMS To estimate the joint effects of substance use disorder (SUD) and recent substance use on human immunodeficiency virus (HIV) non-suppression. DESIGN Retrospective clinical cohort study with repeated observations within individuals. SETTING Baltimore, Maryland, United States. PARTICIPANTS 1881 patients contributed 10 794 observations. MEASUREMENTS The primary independent variable was the combination of history of SUD and recent substance use. History of SUD was defined as any prior International Classification of Diseases 9/10 code for cocaine or opioid disorder. Recent substance use was defined as the self-report of cocaine or non-prescribed opioid use on the National Institute of Drug Abuse-modified Alcohol, Smoking and Substance Involvement Screening Test or clinician-documented cocaine or opioid use abstracted from the medical record. The outcome was viral non-suppression, defined as HIV RNA >200 copies/mL on the first viral load measurement within 1 year subsequent to each observation of substance use. We adjusted for birth sex, Black race, age, HIV acquisition risk factors, years in care and CD4 cell count. In secondary analyses, we also adjusted for depressive, anxiety and panic symptoms, cannabis use and cannabis use disorder. FINDINGS On their first observation, 31% of patients had a history of an SUD and 18% had recent substance use. Relative to no history of SUD and no recent substance use, the 1-year fully adjusted risk difference (RD) for viral non-suppression associated with cocaine and opioid use disorder and recent substance use was 7.7% (95% CI = 5.3%-10.0%), the RD was 5.5% (95% CI = 1.2%-9.7%) for history of cocaine use disorder without recent substance use, and the RD was 4.6% (95% CI = 2.7%-6.5%) for recent substance use without a SUD. CONCLUSIONS Substance use and substance use disorders appear to be highly prevalent among, and independently associated with, viral non-suppression among people with HIV.
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Affiliation(s)
- Catherine R Lesko
- Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | | | - Jarratt D Pytell
- University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Heidi E Hutton
- Johns Hopkins School of Medicine, Baltimore, Maryland, USA
| | - Anthony T Fojo
- Johns Hopkins School of Medicine, Baltimore, Maryland, USA
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Damisa J, Petohazi A, Jalil H, Richardson M. Is Cannabis Effective in the Treatment of Chronic Back Pain? Cureus 2023; 15:e43220. [PMID: 37692601 PMCID: PMC10490377 DOI: 10.7759/cureus.43220] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/09/2023] [Indexed: 09/12/2023] Open
Abstract
Cannabis is commonly recognized as a recreational substance. It has been explored for its potential therapeutic applications in addressing various conditions, such as depression, anxiety, sleep disorders, neurological disorders, and chronic low back pain, which affect a significant portion of the population. In the United Kingdom, cannabis has been recognized and licensed for medical use since November 2018, with about 12 National Health Service prescriptions in circulation largely due to patient pressure, with support from media campaigns for its use when there was growing evidence of its use in intractable epilepsy. Cannabis is beginning to gain traction as an alternative or even a complementary drug to opiates with some pre-clinical studies showing opiate-sparing effects. Despite references to its therapeutic use, cannabis as a therapeutic drug has been controversial due to the negative perception of its use as a recreational drug. As a result, there have been challenges in changing the perception of healthcare authorities and clinicians on the use of cannabis as a therapeutic tool for pain relief. The stigma associated with cannabis could be responsible for the paucity of randomized controlled trials on the efficacy of medical cannabis, further decreasing the credibility of the few trials conducted.
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Affiliation(s)
- Josiah Damisa
- Orthopedic Surgery, Royal Preston Hospital, Preston, GBR
| | | | - Hassan Jalil
- Orthopedic Surgery, Royal Preston Hospital, Preston, GBR
| | - Michelle Richardson
- Orthopedic Surgery, University Hospitals of North Midlands NHS Trust, Stoke-on-Trent, GBR
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Kumaresan V, Lim Y, Juneja P, Tipton AE, de Guglielmo G, Carrette LLG, Kallupi M, Maturin L, Liu Y, George O, Zhang H. Abstinence from Escalation of Cocaine Intake Changes the microRNA Landscape in the Cortico-Accumbal Pathway. Biomedicines 2023; 11:1368. [PMID: 37239038 PMCID: PMC10216163 DOI: 10.3390/biomedicines11051368] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Revised: 04/25/2023] [Accepted: 04/30/2023] [Indexed: 05/28/2023] Open
Abstract
Cocaine administration alters the microRNA (miRNA) landscape in the cortico-accumbal pathway. These changes in miRNA can play a major role in the posttranscriptional regulation of gene expression during withdrawal. This study aimed to investigate the changes in microRNA expression in the cortico-accumbal pathway during acute withdrawal and protracted abstinence following escalated cocaine intake. Small RNA sequencing (sRNA-seq) was used to profile miRNA transcriptomic changes in the cortico-accumbal pathway [infralimbic- and prelimbic-prefrontal cortex (IL and PL) and nucleus accumbens (NAc)] of rats with extended access to cocaine self-administration followed by an 18-h withdrawal or a 4-week abstinence. An 18-h withdrawal led to differential expression (fold-change > 1.5 and p < 0.05) of 21 miRNAs in the IL, 18 miRNAs in the PL, and two miRNAs in the NAc. The mRNAs potentially targeted by these miRNAs were enriched in the following pathways: gap junctions, neurotrophin signaling, MAPK signaling, and cocaine addiction. Moreover, a 4-week abstinence led to differential expression (fold-change > 1.5 and p < 0.05) of 23 miRNAs in the IL, seven in the PL, and five miRNAs in the NAc. The mRNAs potentially targeted by these miRNAs were enriched in pathways including gap junctions, cocaine addiction, MAPK signaling, glutamatergic synapse, morphine addiction, and amphetamine addiction. Additionally, the expression levels of several miRNAs differentially expressed in either the IL or the NAc were significantly correlated with addiction behaviors. Our findings highlight the impact of acute and protracted abstinence from escalated cocaine intake on miRNA expression in the cortico-accumbal pathway, a key circuit in addiction, and suggest developing novel biomarkers and therapeutic approaches to prevent relapse by targeting abstinence-associated miRNAs and their regulated mRNAs.
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Affiliation(s)
- Vidhya Kumaresan
- Department of Pharmacology, Physiology & Biophysics, Boston University Chobanian and Avedisian School of Medicine, Boston, MA 02118, USA;
| | - Yolpanhchana Lim
- Department of Psychiatry, Boston University Chobanian and Avedisian School of Medicine, Boston, MA 02118, USA; (Y.L.); (P.J.); (Y.L.)
- Department of Medicine (Biomedical Genetics), Boston University Chobanian and Avedisian School of Medicine, Boston, MA 02118, USA
| | - Poorva Juneja
- Department of Psychiatry, Boston University Chobanian and Avedisian School of Medicine, Boston, MA 02118, USA; (Y.L.); (P.J.); (Y.L.)
- Department of Medicine (Biomedical Genetics), Boston University Chobanian and Avedisian School of Medicine, Boston, MA 02118, USA
| | - Allison E. Tipton
- Department of Pharmacology, Physiology & Biophysics, Boston University Chobanian and Avedisian School of Medicine, Boston, MA 02118, USA;
| | - Giordano de Guglielmo
- Department of Psychiatry, University of California San Diego, La Jolla, CA 92093, USA; (G.d.G.); (L.L.G.C.); (M.K.); (L.M.); (O.G.)
| | - Lieselot L. G. Carrette
- Department of Psychiatry, University of California San Diego, La Jolla, CA 92093, USA; (G.d.G.); (L.L.G.C.); (M.K.); (L.M.); (O.G.)
| | - Marsida Kallupi
- Department of Psychiatry, University of California San Diego, La Jolla, CA 92093, USA; (G.d.G.); (L.L.G.C.); (M.K.); (L.M.); (O.G.)
| | - Lisa Maturin
- Department of Psychiatry, University of California San Diego, La Jolla, CA 92093, USA; (G.d.G.); (L.L.G.C.); (M.K.); (L.M.); (O.G.)
| | - Ying Liu
- Department of Psychiatry, Boston University Chobanian and Avedisian School of Medicine, Boston, MA 02118, USA; (Y.L.); (P.J.); (Y.L.)
- Department of Medicine (Biomedical Genetics), Boston University Chobanian and Avedisian School of Medicine, Boston, MA 02118, USA
| | - Olivier George
- Department of Psychiatry, University of California San Diego, La Jolla, CA 92093, USA; (G.d.G.); (L.L.G.C.); (M.K.); (L.M.); (O.G.)
| | - Huiping Zhang
- Department of Psychiatry, Boston University Chobanian and Avedisian School of Medicine, Boston, MA 02118, USA; (Y.L.); (P.J.); (Y.L.)
- Department of Medicine (Biomedical Genetics), Boston University Chobanian and Avedisian School of Medicine, Boston, MA 02118, USA
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Ang SP, Sidharthan S, Lai W, Hussain N, Patel KV, Gulati A, Henry O, Kaye AD, Orhurhu V. Cannabinoids as a Potential Alternative to Opioids in the Management of Various Pain Subtypes: Benefits, Limitations, and Risks. Pain Ther 2023; 12:355-375. [PMID: 36639601 PMCID: PMC10036719 DOI: 10.1007/s40122-022-00465-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Accepted: 11/22/2022] [Indexed: 01/15/2023] Open
Abstract
INTRODUCTION Pain is a global phenomenon encompassing many subtypes that include neuropathic, musculoskeletal, acute postoperative, cancer, and geriatric pain. Traditionally, opioids have been a mainstay pharmacological agent for managing many types of pain. However, opioids have been a subject of controversy with increased addiction, fatality rates, and cost burden on the US healthcare system. Cannabinoids have emerged as a potentially favorable alternative or adjunctive treatment for various types of acute and chronic pain. This narrative review seeks to describe the efficacy, risks, and benefits of cannabinoids as an adjunct or even potential replacement for opioids in the treatment of various subtypes of pain. METHODS In June of 2022, we performed a comprehensive search across multiple databases for English-language studies related to the use of cannabinoids in the treatment of various types pain: neuropathic pain, musculoskeletal pain, acute postoperative pain, cancer pain, and geriatric pain. Data from meta-analyses, systematic reviews, and randomized control trials (RCTs) were prioritized for reporting. We sought to focus our reported analysis on more recent literature as well as include older relevant studies with particularly notable findings. RESULTS There is conflicting evidence for the use of cannabinoids in the management of pain. While cannabinoids have shown efficacy in treating specific chronic pain subtypes such as neuropathic pain, fibromyalgia pain, and geriatric pain, they do not show as clear benefit in acute postoperative and the majority of musculoskeletal pain syndromes. Data trends towards cannabinoids having a positive effect in treating cancer pain, but results are not as conclusive. To date, there is a paucity of data comparing cannabinoids directly to opioids for pain relief. Overall, the side effects of cannabinoids appear to be relatively mild. However, there is still potential for addiction, altered brain development, psychiatric comorbidities, and drug-drug interactions. CONCLUSION Cannabinoids may be effective in specific subtypes of pain, but current evidence and guidelines do not yet support its use as the first-line treatment for any type of acute or chronic pain. Rather, it may be considered a good adjunct or alternative for patients who have failed more typical or conservative measures. Additional studies are needed with standardized forms of cannabinoids, route of delivery, and dosing for greater-powered analysis. Providers must weigh the individualized patient risks, benefits, and concurrent medication list in order to determine whether cannabinoids are appropriate for a patient's pain treatment plan.
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Affiliation(s)
- Samuel P Ang
- Department of Anesthesiology, Perioperative and Pain Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, USA
| | - Shawn Sidharthan
- Department of Neurology, Northwell Health-Donald and Barbara Zucker School of Medicine at Hofstra, Hempstead, NY, USA
| | - Wilson Lai
- Department of Anesthesiology and Pain Medicine, Northwell Health-Donald and Barbara Zucker School of Medicine at Hofstra, Hempstead, NY, USA
| | - Nasir Hussain
- Department of Anesthesiology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
| | - Kiran V Patel
- Department of Anesthesiology, New York University Langone Medical Center, New York, NY, USA
- Department of Anesthesiology and Pain Medicine, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Northwell Health, Hempstead, NY, USA
| | - Amitabh Gulati
- Department of Anesthesiology and Critical Care, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Onyeaka Henry
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Alan D Kaye
- Anesthesiology and Pharmacology, Toxicology, and Neurosciences, LSU School of Medicine, Shreveport, LA, USA
- Anesthesiology and Pharmacology, LSU School of Medicine, New Orleans, LA, USA
- Anesthesiology and Pharmacology, Tulane School of Medicine, New Orleans, LA, USA
| | - Vwaire Orhurhu
- University of Pittsburgh Medical Center, Susquehanna, Williamsport, PA, USA.
- MVM Health, East Stroudsburg, PA, USA.
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Domingo‐Rodriguez L, Cabana‐Domínguez J, Fernàndez‐Castillo N, Cormand B, Martín‐García E, Maldonado R. Differential expression of miR-1249-3p and miR-34b-5p between vulnerable and resilient phenotypes of cocaine addiction. Addict Biol 2022; 27:e13201. [PMID: 36001423 PMCID: PMC9286869 DOI: 10.1111/adb.13201] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2021] [Revised: 05/13/2022] [Accepted: 06/03/2022] [Indexed: 11/28/2022]
Abstract
Cocaine addiction is a complex brain disorder involving long-term alterations that lead to loss of control over drug seeking. The transition from recreational use to pathological consumption is different in each individual, depending on the interaction between environmental and genetic factors. Epigenetic mechanisms are ideal candidates to study psychiatric disorders triggered by these interactions, maintaining persistent malfunctions in specific brain regions. Here we aim to study brain-region-specific epigenetic signatures following exposure to cocaine in a mouse model of addiction to this drug. Extreme subpopulations of vulnerable and resilient phenotypes were selected to identify miRNA signatures for differential vulnerability to cocaine addiction. We used an operant model of intravenous cocaine self-administration to evaluate addictive-like behaviour in rodents based on the Diagnostic and Statistical Manual of Mental Disorders Fifth Edition criteria to diagnose substance use disorders. After cocaine self-administration, we performed miRNA profiling to compare two extreme subpopulations of mice classified as resilient and vulnerable to cocaine addiction. We found that mmu-miR-34b-5p was downregulated in the nucleus accumbens of vulnerable mice with high motivation for cocaine. On the other hand, mmu-miR-1249-3p was downregulated on vulnerable mice with high levels of motor disinhibition. The elucidation of the epigenetic profile related to vulnerability to cocaine addiction is expected to help find novel biomarkers that could facilitate the interventions to battle this devastating disorder.
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Affiliation(s)
- Laura Domingo‐Rodriguez
- Laboratory of Neuropharmacology‐Neurophar, Department of Medicine and Life SciencesUniversitat Pompeu Fabra (UPF)BarcelonaSpain
| | - Judit Cabana‐Domínguez
- Departament de Genètica, Microbiologia i Estadística, Facultat de BiologiaUniversitat de BarcelonaBarcelonaSpain
- Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER)BarcelonaSpain
- Institut de Biomedicina de la Universitat de Barcelona (IBUB), Universitat de BarcelonaBarcelonaSpain
- Institut de Recerca Sant Joan de Déu (IR‐SJD)BarcelonaSpain
| | - Noèlia Fernàndez‐Castillo
- Departament de Genètica, Microbiologia i Estadística, Facultat de BiologiaUniversitat de BarcelonaBarcelonaSpain
- Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER)BarcelonaSpain
- Institut de Biomedicina de la Universitat de Barcelona (IBUB), Universitat de BarcelonaBarcelonaSpain
- Institut de Recerca Sant Joan de Déu (IR‐SJD)BarcelonaSpain
| | - Bru Cormand
- Departament de Genètica, Microbiologia i Estadística, Facultat de BiologiaUniversitat de BarcelonaBarcelonaSpain
- Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER)BarcelonaSpain
- Institut de Biomedicina de la Universitat de Barcelona (IBUB), Universitat de BarcelonaBarcelonaSpain
- Institut de Recerca Sant Joan de Déu (IR‐SJD)BarcelonaSpain
| | - Elena Martín‐García
- Laboratory of Neuropharmacology‐Neurophar, Department of Medicine and Life SciencesUniversitat Pompeu Fabra (UPF)BarcelonaSpain
- Hospital del Mar Medical Research Institute (IMIM)BarcelonaSpain
| | - Rafael Maldonado
- Laboratory of Neuropharmacology‐Neurophar, Department of Medicine and Life SciencesUniversitat Pompeu Fabra (UPF)BarcelonaSpain
- Hospital del Mar Medical Research Institute (IMIM)BarcelonaSpain
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Schwartz EKC, Wolkowicz NR, De Aquino JP, MacLean RR, Sofuoglu M. Cocaine Use Disorder (CUD): Current Clinical Perspectives. Subst Abuse Rehabil 2022; 13:25-46. [PMID: 36093428 PMCID: PMC9451050 DOI: 10.2147/sar.s337338] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Accepted: 08/22/2022] [Indexed: 11/29/2022] Open
Abstract
Cocaine use disorder (CUD) is a devastating disorder, impacting both individuals and society. Individuals with CUD face many barriers in accessing treatment for CUD, and most individuals with CUD never receive treatment. In this review, we provide an overview of CUD, including risk factors for CUD, common co-occurring disorders, acute and chronic effects of cocaine use, and currently available pharmacological and behavioral treatments. There are no FDA-approved pharmacological treatments for CUD. Future studies with larger sample sizes and testing treatment combinations are warranted. However, individuals with CUD and co-occurring disorders (eg, a mood or anxiety disorder) may benefit from medication treatments. There are behavioral interventions that have demonstrated efficacy in treating CUD – contingency management (CM) and cognitive-behavioral therapy for substance use disorders (CBT-SUD) in particular – however many barriers remain in delivering these treatments to patients. Following the discussion of current treatments, we highlight some promising emerging treatments, as well as offer a framework that can be used in building a treatment plan for individuals with CUD.
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Affiliation(s)
- Elizabeth K C Schwartz
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
- Department of Psychiatry, VA Connecticut Healthcare System, West Haven, CT, USA
- Correspondence: Elizabeth KC Schwartz, Tel +1-203-932-5711, Fax +1-203-937-3472, Email
| | - Noah R Wolkowicz
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
- Department of Psychiatry, VA Connecticut Healthcare System, West Haven, CT, USA
| | - Joao P De Aquino
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
- Department of Psychiatry, VA Connecticut Healthcare System, West Haven, CT, USA
| | - R Ross MacLean
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
- Department of Psychiatry, VA Connecticut Healthcare System, West Haven, CT, USA
| | - Mehmet Sofuoglu
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
- Department of Psychiatry, VA Connecticut Healthcare System, West Haven, CT, USA
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10
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Epskamp S, van der Maas HLJ, Peterson RE, van Loo HM, Aggen SH, Kendler KS. Intermediate stable states in substance use. Addict Behav 2022; 129:107252. [PMID: 35182945 DOI: 10.1016/j.addbeh.2022.107252] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2020] [Revised: 12/09/2021] [Accepted: 12/13/2021] [Indexed: 11/15/2022]
Abstract
Many people across the world use potentially addictive legal and illegal substances, but evidence suggests that not all use leads to heavy use and dependence, as some substances are used moderately for long periods of time. Here, we empirically examine, the stability of and transitions between three substance use states: zero-use, moderate use, and heavy use. We investigate two large datasets from the US and the Netherlands on yearly usage and change of alcohol, nicotine, and cannabis. Results, which we make available through an extensive interactive tool, suggests that there are stable moderate use states, even after meeting criteria for a positive diagnosis of substance abuse or dependency, for both alcohol and cannabis use. Moderate use of tobacco, however, was rare. We discuss implications of recognizing three states rather than two states as a modeling target, in which the moderate use state can both act as an intervention target or as a gateway between zero use and heavy use.
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Affiliation(s)
- Sacha Epskamp
- University of Amsterdam, Department of Psychology, Psychological Methods Program Group, Amsterdam, The Netherlands; University of Amsterdam, Centre for Urban Mental Health, Amsterdam, The Netherlands.
| | - Han L J van der Maas
- University of Amsterdam, Department of Psychology, Psychological Methods Program Group, Amsterdam, The Netherlands
| | - Roseann E Peterson
- Virginia Commonwealth University, Department of Psychiatry, Virginia Institute for Psychiatric and Behavioral Genetics, Richmond, VA, USA
| | - Hanna M van Loo
- University of Groningen, University Medical Center Groningen, Department of Psychiatry, Groningen, The Netherlands
| | - Steven H Aggen
- Virginia Commonwealth University, Department of Psychiatry, Virginia Institute for Psychiatric and Behavioral Genetics, Richmond, VA, USA
| | - Kenneth S Kendler
- Virginia Commonwealth University, Department of Psychiatry, Virginia Institute for Psychiatric and Behavioral Genetics, Richmond, VA, USA
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11
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Morissette F, Mongeau-Pérusse V, Rizkallah E, Thébault P, Lepage S, Brissette S, Bruneau J, Dubreucq S, Stip E, Cailhier JF, Jutras-Aswad D. Exploring cannabidiol effects on inflammatory markers in individuals with cocaine use disorder: a randomized controlled trial. Neuropsychopharmacology 2021; 46:2101-2111. [PMID: 34331010 PMCID: PMC8505631 DOI: 10.1038/s41386-021-01098-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/12/2021] [Revised: 07/01/2021] [Accepted: 07/06/2021] [Indexed: 01/29/2023]
Abstract
Cocaine use disorder (CUD) is a major public health issue associated with physical, social, and psychological problems. Excessive and repeated cocaine use induces oxidative stress leading to a systemic inflammatory response. Cannabidiol (CBD) has gained substantial interest for its anti-inflammatory properties, safety, and tolerability profile. However, CBD anti-inflammatory properties have yet to be confirmed in humans. This exploratory study is based on a single-site randomized controlled trial that enrolled participants with CUD between 18 and 65 years, randomized (1:1) to daily receive either CBD (800 mg) or placebo for 92 days. The trial was divided into a 10-day detoxification (phase I) followed by a 12-week outpatient follow-up (phase II). Blood samples were collected from 48 participants at baseline, day 8, week 4, and week 12 and were analyzed to determine monocytes and lymphocytes phenotypes, and concentrations of various inflammatory markers such as cytokines. We used generalized estimating equations to detect group differences. Participants treated with CBD had lower levels of interleukin-6 (p = 0.017), vascular endothelial growth factor (p = 0.032), intermediate monocytes CD14+CD16+ (p = 0.024), and natural killer CD56negCD16hi (p = 0.000) compared with participants receiving placebo. CD25+CD4+T cells were higher in the CBD group (p = 0.007). No significant group difference was observed for B lymphocytes. This study suggests that CBD may exert anti-inflammatory effects in individuals with CUD.
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Affiliation(s)
- Florence Morissette
- grid.14848.310000 0001 2292 3357Faculty of Medicine, Department of Psychiatry and Addictology, Université de Montréal, Montreal, QC Canada ,grid.410559.c0000 0001 0743 2111Research Centre of Centre Hospitalier de l’Université de Montréal (CRCHUM), Montreal, QC Canada
| | - Violaine Mongeau-Pérusse
- grid.14848.310000 0001 2292 3357Faculty of Medicine, Department of Psychiatry and Addictology, Université de Montréal, Montreal, QC Canada ,grid.410559.c0000 0001 0743 2111Research Centre of Centre Hospitalier de l’Université de Montréal (CRCHUM), Montreal, QC Canada
| | - Elie Rizkallah
- grid.14848.310000 0001 2292 3357Faculty of Medicine, Department of Psychiatry and Addictology, Université de Montréal, Montreal, QC Canada ,grid.410559.c0000 0001 0743 2111Research Centre of Centre Hospitalier de l’Université de Montréal (CRCHUM), Montreal, QC Canada
| | - Paméla Thébault
- grid.410559.c0000 0001 0743 2111Research Centre of Centre Hospitalier de l’Université de Montréal (CRCHUM), Montreal, QC Canada ,Montreal Cancer Institute, Montreal, QC Canada
| | - Stéphanie Lepage
- grid.410559.c0000 0001 0743 2111Research Centre of Centre Hospitalier de l’Université de Montréal (CRCHUM), Montreal, QC Canada ,Montreal Cancer Institute, Montreal, QC Canada
| | - Suzanne Brissette
- grid.410559.c0000 0001 0743 2111Research Centre of Centre Hospitalier de l’Université de Montréal (CRCHUM), Montreal, QC Canada ,grid.14848.310000 0001 2292 3357Faculty of Medicine, Department of Family and Emergency Medicine, Université de Montréal, Montreal, QC Canada
| | - Julie Bruneau
- grid.410559.c0000 0001 0743 2111Research Centre of Centre Hospitalier de l’Université de Montréal (CRCHUM), Montreal, QC Canada ,grid.14848.310000 0001 2292 3357Faculty of Medicine, Department of Family and Emergency Medicine, Université de Montréal, Montreal, QC Canada
| | - Simon Dubreucq
- grid.14848.310000 0001 2292 3357Faculty of Medicine, Department of Psychiatry and Addictology, Université de Montréal, Montreal, QC Canada ,grid.410559.c0000 0001 0743 2111Research Centre of Centre Hospitalier de l’Université de Montréal (CRCHUM), Montreal, QC Canada
| | - Emmanuel Stip
- grid.14848.310000 0001 2292 3357Faculty of Medicine, Department of Psychiatry and Addictology, Université de Montréal, Montreal, QC Canada ,grid.410559.c0000 0001 0743 2111Research Centre of Centre Hospitalier de l’Université de Montréal (CRCHUM), Montreal, QC Canada ,grid.43519.3a0000 0001 2193 6666Department of Psychiatry and Behavioral Science, College of Medicine and Health Sciences, United Arab Emirates University, Abu Dhabi, United Arab Emirates
| | - Jean-François Cailhier
- grid.410559.c0000 0001 0743 2111Research Centre of Centre Hospitalier de l’Université de Montréal (CRCHUM), Montreal, QC Canada ,Montreal Cancer Institute, Montreal, QC Canada ,grid.14848.310000 0001 2292 3357Division of Nephrology, Department of Medicine, Université de Montréal, Montreal, QC Canada
| | - Didier Jutras-Aswad
- Faculty of Medicine, Department of Psychiatry and Addictology, Université de Montréal, Montreal, QC, Canada. .,Research Centre of Centre Hospitalier de l'Université de Montréal (CRCHUM), Montreal, QC, Canada. .,University Institute on Addictions, Montreal, QC, Canada.
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12
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de Araujo Filho GM, Mingatto VC, de Lemos VG. Conceptions about the Use of Cannabis among Medical Students from Public Universities. ADDICTION & HEALTH 2021; 13:232-241. [PMID: 35178195 PMCID: PMC8818308 DOI: 10.22122/ahj.v13i4.1263] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Subscribe] [Scholar Register] [Received: 05/22/2021] [Accepted: 07/26/2021] [Indexed: 11/20/2022]
Abstract
BACKGROUND Substance abuse is a public health concern given its high prevalence worldwide. The early onset of such abuse predicts greater severity of addiction, morbidity, and use of multiple drugs. The use of psychoactive substances among Brazilian university students is frequent and cannabis stands out as the most consumed illicit drug. This study aimed to assess the prevalence of cannabis use among medical students from public universities in the state of São Paulo, correlating it with socioeconomic data, perceptions, and conceptions about use, triggering factors and possible implications in academic performance. METHODS The data were collected using an anonymous online survey, which was sent to students attending public medical universities in the state of São Paulo in the year 2020. FINDINGS The survey was answered by 225 participants. Among all participants, 147 (65.3%) reported at least one episode of cannabis use during their study in university. 91 (61.9%) reported the first use before entering university, while 56 (38.1%) used it for the first time during the university years. The frequent group included 41 (27.9%) people and the sporadic group included 106 (72.1%) people. CONCLUSION The present study indicated that the medical students in public universities in the state of São Paulo have higher cannabis use rates compared to the general Brazilian population and to other medical students worldwide. The users are aware of the possible damages caused by cannabis use, but this does not stop them from smoking.
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Affiliation(s)
- Gerardo Maria de Araujo Filho
- Department of Neurological Sciences, Psychiatry and Medical Psychology, Faculdade de Medicina de São José do Rio Preto, Brazil
| | | | - Vivian Greco de Lemos
- Faculdade de Medicina de São José do Rio Preto, Brazil,Correspondence to: Vivian Greco de Lemos; Faculdade de Medicina de São José do Rio Preto, Brazil
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13
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Bonar EE, Chapman L, McAfee J, Goldstick JE, Bauermeister JA, Carter PM, Young SD, Walton MA. Perceived impacts of the COVID-19 pandemic on cannabis-using emerging adults. Transl Behav Med 2021; 11:1299-1309. [PMID: 33904925 PMCID: PMC8135484 DOI: 10.1093/tbm/ibab025] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
Cannabis-using youth are a large epidemiologic subgroup whose age and smoking-related risks underscore the importance of examining the impact of the COVID-19 pandemic in this population. Within a clinical trial (n = 36 received an intervention prior to data collection reported herein), we surveyed cannabis-using emerging adults (ages 18-25) about perceived COVID-19 impacts. Participants (n = 141) reporting weekly cannabis use (M = 18.6 use days in the past 30) were enrolled and completed online surveys as part of either their baseline or 3 month assessment. COVID-19-related measures included symptoms, substance use, mood, etc. Participants were 57% female (mean age = 21, standard deviation = 2.2), with 21% Hispanic/Latinx, 70% White, 20% Black/African American, and 10% of other races. Most participants (86%) reported quarantine/self-isolation (M = 59 days). Several had COVID-19 symptoms (16%), but none reported testing COVID-19 positive. Many respondents felt their cannabis use (35%-50%, across consumption methods) and negative emotions (e.g., loneliness, stress, and depression; 69.5%, 69.5%, and 61.8%, respectively) increased. They reported decreased in-person socialization (90.8%) and job losses (23.4%). Reports of increased cannabis smoking were associated with increased negative emotions. On an open-response item, employment/finances and social isolation were frequently named negative impacts (33.3% and 29.4%, respectively). Although cannabis-using emerging adults' reports of increases in cannabis use, coupled with mental health symptoms and social isolation, are concerning, the full impact of the pandemic on their health and well-being remains unknown. Future studies examining the relationship between social isolation, mental health, and cannabis use among young people are needed.
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Affiliation(s)
- Erin E Bonar
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
- Addiction Center, University of Michigan, Ann Arbor, MI, USA
- Injury Prevention Center, University of Michigan, Ann Arbor, MI, USA
| | - Lyndsay Chapman
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
- Addiction Center, University of Michigan, Ann Arbor, MI, USA
| | - Jenna McAfee
- Department of Anesthesiology, University of Michigan, Ann Arbor, MI, USA
| | - Jason E Goldstick
- Injury Prevention Center, University of Michigan, Ann Arbor, MI, USA
- Department of Emergency Medicine, University of Michigan School of Medicine, Ann Arbor, MI, USA
- Department of Health Behavior and Health Education, School of Public Health, University of Michigan, Ann Arbor, MI, USA
| | - José A Bauermeister
- Department of Family and Community Health, School of Nursing, University of Pennsylvania, Philadelphia, PA, USA
| | - Patrick M Carter
- Injury Prevention Center, University of Michigan, Ann Arbor, MI, USA
- Department of Emergency Medicine, University of Michigan School of Medicine, Ann Arbor, MI, USA
- Department of Health Behavior and Health Education, School of Public Health, University of Michigan, Ann Arbor, MI, USA
| | - Sean D Young
- Department of Informatics, Donald Bren School of Information and Computer Sciences, University of California Irvine, Irvine, CA, USA
- Department of Emergency Medicine, School of Medicine, University of California Irvine, Irvine, CA, USA
| | - Maureen A Walton
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
- Addiction Center, University of Michigan, Ann Arbor, MI, USA
- Injury Prevention Center, University of Michigan, Ann Arbor, MI, USA
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14
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Prescription psychostimulants for the treatment of stimulant use disorder: a systematic review and meta-analysis. Psychopharmacology (Berl) 2020; 237:2233-2255. [PMID: 32601988 DOI: 10.1007/s00213-020-05563-3] [Citation(s) in RCA: 61] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/08/2020] [Accepted: 05/18/2020] [Indexed: 01/09/2023]
Abstract
RATIONALE Agonist-based pharmacologic intervention is an accepted approach in treatment of opioid and tobacco use disorders. OBJECTIVES We conducted a systematic review and meta-analysis to evaluate usefulness of an agonist approach as treatment of (psycho)stimulant use disorder (PSUD). METHODS We reviewed PubMed/Medline, LILACS, and ClinicalTrials.gov databases searching for randomized, double-blind, placebo-controlled, parallel-design studies evaluating outcomes of individuals treated for cocaine- or amphetamine-type substance use disorder. We combined results of all trials that included the following prescription psychostimulants (PPs): modafinil, methylphenidate, or amphetamines (mixed amphetamine salts, lisdexamphetamine, and dextroamphetamine). The combined sample consisted of 2889 patients. Outcomes of interest included the following: drug abstinence (defined as 2-3 weeks of sustained abstinence and the average maximum days of consecutive abstinence), percentage of drug-negative urine tests across trial, and retention in treatment. We conducted random-effects meta-analyses and assessed quality of evidence using the GRADE system. RESULTS Thirty-eight trials were included. Treatment with PPs increases rates of sustained abstinence [risk ratio (RR) = 1.45, 95% confidence interval (CI) = (1.10, 1.92)] and duration of abstinence [mean difference (MD) = 3.34, 95% CI = (1.06, 5.62)] in patients with PSUD, particularly those with cocaine use disorder (very low-quality evidence). Prescription amphetamines were particularly efficacious in promoting sustained abstinence in patients with cocaine use disorder [RR = 2.44, 95% CI = (1.66, 3.58)], and higher doses of PPs were particularly efficacious for treatment of cocaine use disorder [RR = 1.95, 95% CI = (1.38, 2.77)] (moderate-quality evidence). Treatment with prescription amphetamines also yielded more cocaine-negative urines [MD = 8.37%, 95% CI = (3.75, 12.98)]. There was no effect of PPs on the retention in treatment. CONCLUSION Prescription psychostimulants, particularly prescription amphetamines given in robust doses, have a clinically significant beneficial effect to promote abstinence in the treatment of individuals with PSUD, specifically the population with cocaine use disorder.
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15
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The association between quantity, frequency and duration of cocaine use during the heaviest use period and DSM-5 cocaine use disorder. Drug Alcohol Depend 2020; 213:108114. [PMID: 32563848 DOI: 10.1016/j.drugalcdep.2020.108114] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/28/2020] [Revised: 06/02/2020] [Accepted: 06/06/2020] [Indexed: 01/03/2023]
Abstract
BACKGROUND Quantity (Q), frequency (F), and duration (D) of cocaine use during a person's heaviest use period are important aspects of cocaine use patterns that associated with cocaine use disorder (CocUD). METHODS A total 2988 lifetime cocaine users who met CocUD after the onset of cocaine heaviest use were identified from the National Epidemiologic Survey on Alcohol and Related Conditions-III (NESARC-III). QFD were each categorized into four levels. Hierarchical regressions were used to examine the association between QFD of cocaine use and CocUD. Two-way interactions between QFD were also examined. RESULTS As the level of cocaine use increased from low to very high, the prevalence of CocUD increased. Compared to people with low F, cocaine users with very high F were 12.09 times (95 %CI 6.33, 23.07) as likely to meet criteria for CocUD. Similarly, Q was associated with 4.84 (95 %CI 2.55, 9.18) times the risk of CocUD. D was not significantly associated with the risk of CocUD. Significant additive interaction was identified between Q*F on CocUD prevalence. Approximately one-third of the excess risk associated with having high Q & high F was due to the interactive effect. CONCLUSION Of these three cocaine use patterns, F had the strongest association with CocUD, followed by the Q. High Q and high F was a very dangerous pattern of cocaine use as the combination had as a synergistic effect on the risk of CocUD. It is important for intervention programs to focus on the reduction of both Q and F.
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16
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Tormohlen KN, Brooks-Russell A, Ma M, Schneider KE, Levinson AH, Johnson RM. Modes of Marijuana Consumption Among Colorado High School Students Before and After the Initiation of Retail Marijuana Sales for Adults. J Stud Alcohol Drugs 2020. [PMID: 30807274 DOI: 10.15288/jsad.2019.80.46] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
OBJECTIVE This study aimed to estimate the prevalence of different modes of marijuana consumption (e.g., smoking, ingesting) overall and by sociodemographic factors, marijuana-related perceptions, and other substance use among adolescents, as well as to characterize differences in the usual mode of consumption before and after the initiation of retail marijuana sales in 2014. METHOD Data are from the 2013 and 2015 administrations of the Healthy Kids Colorado Survey, a cross-sectional, school-based survey. We included 9th-12th grade students who reported past-30-day marijuana use in 2013 (n = 2,792; 44.8% female) or 2015 (n = 1,664; 48.9% female). We estimated the prevalence of any past-month use of each mode in 2015 and usual mode of consumption the past month in both years. We tested differences by year, sociodemographics, marijuana-related perceptions, and other substance use using Rao-Scott chi-square tests and multivariable logistic regression. RESULTS The prevalence of past-month marijuana use was 20.7% in both years. In 2015, 39.8% of students reported using multiple modes in the past month. Use of any mode other than smoking and use of multiple modes differed by sociodemographics, marijuana-related perceptions, and other substance use. Smoking remained the most common usual mode in 2015. The prevalence of usually ingesting significantly decreased from 4.7% to 2.1% between years, whereas "other mode(s)" significantly increased from 4.0% to 6.0%. CONCLUSIONS The use of multiple modes of marijuana consumption was prevalent among adolescents in Colorado. The usual mode of consumption changed in years before and after the implementation of retail marijuana sales, suggesting the need for continued surveillance.
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Affiliation(s)
- Kayla N Tormohlen
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Ashley Brooks-Russell
- Department of Community and Behavioral Health, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, Colorado.,Community Epidemiology and Program Evaluation Group, University of Colorado Cancer Center, University of Colorado Anschutz Medical Campus, Aurora, Colorado
| | - Ming Ma
- Department of Community and Behavioral Health, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, Colorado.,Community Epidemiology and Program Evaluation Group, University of Colorado Cancer Center, University of Colorado Anschutz Medical Campus, Aurora, Colorado
| | - Kristin E Schneider
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Arnold H Levinson
- Department of Community and Behavioral Health, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, Colorado.,Community Epidemiology and Program Evaluation Group, University of Colorado Cancer Center, University of Colorado Anschutz Medical Campus, Aurora, Colorado
| | - Renee M Johnson
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
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17
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Arenas MC, Blanco-Gandía MC, Miñarro J, Manzanedo C. Prepulse Inhibition of the Startle Reflex as a Predictor of Vulnerability to Develop Locomotor Sensitization to Cocaine. Front Behav Neurosci 2020; 13:296. [PMID: 32116585 PMCID: PMC7008852 DOI: 10.3389/fnbeh.2019.00296] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2019] [Accepted: 12/27/2019] [Indexed: 12/21/2022] Open
Abstract
Prepulse inhibition (PPI) of the startle reflex is a measure of sensory-motor synchronization. A deficit in PPI has been observed in psychiatric patients, especially those with schizophrenia and vulnerable subjects, since the neural bases of this disorder are also involved in the regulation of PPI. Recently, we have reported that baseline PPI levels in mice can predict their sensitivity to the conditioned reinforcing effects of cocaine in the conditioned place preference (CPP) paradigm. Mice with a low PPI presented a lower sensitivity to the conditioned rewarding effects of cocaine; however, once they acquired conditioned preference with a higher dose of the drug, a more persistent associative effect of cocaine with respect to environmental cues was evident in these animals when compared with High-PPI mice. Therefore, we proposed that the PPI paradigm can determine subjects with a higher vulnerability to the effects of cocaine. Developing locomotor sensitization after pre-exposure to cocaine is considered an indicator of transitioning from recreational use to a compulsive consumption of the drug. Thus, the aim of the present study was to evaluate whether subjects with a low PPI display a higher locomotor sensitization induced by cocaine. First, male and female OF1 mice were classified as High- or Low-PPI according to their baseline PPI levels. Subsequently, the motor effects induced by an acute dose of cocaine (Experiments 1 and 2) and the development of locomotor sensitization induced by pre-exposure to this drug (Experiments 3 and 4) were recorded using two apparatuses (Ethovision and actimeter). Low-PPI mice presented low sensitivity to the motor effects of an acute dose of cocaine, but a high increase of activity after repeated administration of the drug, thus suggesting a great developed behavioral sensitization. Differences after pretreatment with cocaine vs. saline were more pronounced among Low-PPI subjects than among High-PPI animals. These results endorse our hypothesis that the PPI paradigm can detect subjects who are more likely to display behaviors induced by cocaine and which can increase the risk of developing a cocaine use disorder. Herein, we further discuss whether a PPI deficit can be considered an endophenotype for cocaine use disorder.
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Affiliation(s)
- M Carmen Arenas
- Unidad de investigación Psicobiología de las Drogodependencias, Departamento de Psicobiología, Facultad de Psicología, Universitat de València, Valencia, Spain
| | - María Carmen Blanco-Gandía
- Departamento de Psicología y Sociología, Facultad de Ciencias Sociales y Humanas, Universidad de Zaragoza, Campus de Teruel, Teruel, Spain
| | - José Miñarro
- Unidad de investigación Psicobiología de las Drogodependencias, Departamento de Psicobiología, Facultad de Psicología, Universitat de València, Valencia, Spain
| | - Carmen Manzanedo
- Unidad de investigación Psicobiología de las Drogodependencias, Departamento de Psicobiología, Facultad de Psicología, Universitat de València, Valencia, Spain
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18
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Butelman ER, Chen CY, Brown KG, Kreek MJ. Escalation of drug use in persons dually diagnosed with opioid and cocaine dependence: Gender comparison and dimensional predictors. Drug Alcohol Depend 2019; 205:107657. [PMID: 31698322 PMCID: PMC6893149 DOI: 10.1016/j.drugalcdep.2019.107657] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/03/2019] [Revised: 09/10/2019] [Accepted: 09/12/2019] [Indexed: 12/11/2022]
Abstract
BACKGROUND Persons dually diagnosed with opioid and cocaine dependence (OD + CD) present a clinical challenge and are at risk of morbidity and mortality. The time of escalation of heroin and cocaine exposure in persons with OD + CD remain understudied, and the influence of gender and other variables have not been examined. This observational study focused on the time of escalation of heroin and cocaine in volunteers with OD + CD, examining gender and exposure to other drugs (e.g., cannabis or alcohol) as predictors. Ages of first use and of onset of heaviest use of each drug were collected (in whole years). Time of escalation was defined as the interval between age of first use and onset of heaviest use. VOLUNTEERS sequentially ascertained adult volunteers recruited from the New York Metropolitan area, of which n = 297 were diagnosed with OD + CD. METHODS Instruments administered were the SCID-I diagnostic interview (DSM-IV criteria), BIS-11 impulsiveness scale, and KMSK scales, dimensional measures of maximal exposure to specific drugs. RESULTS In volunteers with OD + CD, ages of onset of heaviest use of cannabis (median age = 15) and alcohol (median age = 19) were in adolescence or emerging adulthood and preceded those for heroin and cocaine (median ages = 26 and 25, respectively). Maximal levels of cannabis and alcohol exposure were high, in volunteers with OD + CD. In adjusted Cox regressions, gender was not a significant predictor of time of heroin or cocaine escalation. However, more rapid time of alcohol escalation was a predictor of more rapid time of escalation of both heroin and cocaine, in volunteers with OD + CD.
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Affiliation(s)
- Eduardo R Butelman
- Laboratory of the Biology of Addictive Diseases, the Rockefeller University, New York NY, United States.
| | - Carina Y Chen
- Laboratory of the Biology of Addictive Diseases, the Rockefeller University, New York NY, United States
| | - Kate G Brown
- Laboratory of the Biology of Addictive Diseases, the Rockefeller University, New York NY, United States
| | - Mary Jeanne Kreek
- Laboratory of the Biology of Addictive Diseases, the Rockefeller University, New York NY, United States
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Farrell M, Martin NK, Stockings E, Bórquez A, Cepeda JA, Degenhardt L, Ali R, Tran LT, Rehm J, Torrens M, Shoptaw S, McKetin R. Responding to global stimulant use: challenges and opportunities. Lancet 2019; 394:1652-1667. [PMID: 31668409 PMCID: PMC6924572 DOI: 10.1016/s0140-6736(19)32230-5] [Citation(s) in RCA: 157] [Impact Index Per Article: 31.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/10/2018] [Revised: 07/31/2019] [Accepted: 08/29/2019] [Indexed: 12/20/2022]
Abstract
We did a global review to synthesise data on the prevalence, harms, and interventions for stimulant use, focusing specifically on the use of cocaine and amphetamines. Modelling estimated the effect of cocaine and amphetamine use on mortality, suicidality, and blood borne virus incidence. The estimated global prevalence of cocaine use was 0·4% and amphetamine use was 0·7%, with dependence affecting 16% of people who used cocaine and 11% of those who used amphetamine. Stimulant use was associated with elevated mortality, increased incidence of HIV and hepatitis C infection, poor mental health (suicidality, psychosis, depression, and violence), and increased risk of cardiovascular events. No effective pharmacotherapies are available that reduce stimulant use, and the available psychosocial interventions (except for contingency management) had a weak overall effect. Generic approaches can address mental health and blood borne virus infection risk if better tailored to mitigate the harms associated with stimulant use. Substantial and sustained investment is needed to develop more effective interventions to reduce stimulant use.
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Affiliation(s)
- Michael Farrell
- National Drug and Alcohol Research Centre, University of New South Wales Sydney, Sydney, NSW, Australia.
| | - Natasha K Martin
- Division of Infectious Diseases and Global Public Health, University of California San Diego, San Diego, CA, USA; Population Health Sciences, University of Bristol, Bristol, UK
| | - Emily Stockings
- National Drug and Alcohol Research Centre, University of New South Wales Sydney, Sydney, NSW, Australia
| | - Annick Bórquez
- Division of Infectious Diseases and Global Public Health, University of California San Diego, San Diego, CA, USA; Department of Infectious Disease Epidemiology, Imperial College London, London, UK
| | - Javier A Cepeda
- Division of Infectious Diseases and Global Public Health, University of California San Diego, San Diego, CA, USA
| | - Louisa Degenhardt
- National Drug and Alcohol Research Centre, University of New South Wales Sydney, Sydney, NSW, Australia
| | - Robert Ali
- Discipline of Pharmacology, School of Medicine, University of Adelaide, Adelaide, SA, Australia
| | - Lucy Thi Tran
- National Drug and Alcohol Research Centre, University of New South Wales Sydney, Sydney, NSW, Australia
| | - Jürgen Rehm
- Institute Mental Health Policy Research & Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, ON, Canada; Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada; Department of Psychiatry, Faculty of Medicine, University of Toronto, Toronto, ON, Canada; Epidemiological Research Unit, Technische Universität Dresden, Klinische Psychologie & Psychotherapie, Dresden, Germany; Department of International Health Projects, Institute for Leadership and Health Management, IM Sechenov First Moscow State Medical University, Moscow, Russia
| | - Marta Torrens
- Addiction Research Group, IMIM-Hospital del Mar Medical Research Institute, Barcelona, Spain; Universitat Autònoma de Barcelona, Barcelona, Spain; Institut de Neuropsiquiatria i Addiccions, Barcelona, Spain
| | - Steve Shoptaw
- Department of Family Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | - Rebecca McKetin
- National Drug and Alcohol Research Centre, University of New South Wales Sydney, Sydney, NSW, Australia
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Marie N, Canestrelli C, Noble F. Role of pharmacokinetic and pharmacodynamic parameters in neuroadaptations induced by drugs of abuse, with a focus on opioids and psychostimulants. Neurosci Biobehav Rev 2019; 106:217-226. [DOI: 10.1016/j.neubiorev.2018.06.006] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2018] [Revised: 05/29/2018] [Accepted: 06/06/2018] [Indexed: 01/16/2023]
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Schmitt RE, Shell BC, Lee KM, Shelton KL, Mathies LD, Edwards AC, Grotewiel M. Convergent Evidence From Humans and Drosophila melanogaster Implicates the Transcription Factor MEF2B/Mef2 in Alcohol Sensitivity. Alcohol Clin Exp Res 2019; 43:1872-1886. [PMID: 31241765 PMCID: PMC6721962 DOI: 10.1111/acer.14138] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2019] [Accepted: 06/19/2019] [Indexed: 02/06/2023]
Abstract
BACKGROUND Self-Rating of the Effects of Alcohol (SRE) measures level of response to ethanol (EtOH) in humans. Interestingly, there is a positive relationship between the SRE and risk for abusing alcohol, suggesting mechanistic connections between SRE and alcohol abuse. METHODS To identify candidate genes with a role in SRE and alcohol-related behavior more generally, we coupled human genetic analyses with studies in Drosophila melanogaster. We first performed a gene-based analysis of Genomewide association studies (GWAS) summary statistics for SRE in the Avon Longitudinal Study of Parents and Children sample. Based on prior findings in humans, orthology to fly genes, and the availability of genetic reagents, we selected a subset of these genes for studies on EtOH behavior in Drosophila. RESULTS We found 37 genes with nominal associations in our SRE GWAS. We explored the role of 6 orthologous genes in Drosophila EtOH sedation and rapid tolerance. We found that the transcription factor Mef2 is required for normal EtOH sedation in flies. Pan-neuronal expression of 2 independent Mef2 RNAi transgenes significantly reduced Mef2 expression and made flies resistant to EtOH sedation. Additionally, flies with multiple independent mutant alleles of Mef2 were also resistant to EtOH sedation, confirming a role for Mef2 in this behavior. Altered expression of Mef2 did not change EtOH rapid tolerance or cause a net change in internal EtOH concentrations. CONCLUSIONS Our studies indicate that MEF2B influences SRE in humans and that Mef2 impacts EtOH sedation in Drosophila.
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Affiliation(s)
- Rebecca E. Schmitt
- Human Genetics Ph.D. Program, Virginia Commonwealth University, Richmond, VA
| | - Brandon C. Shell
- Department of Human and Molecular Genetics, Virginia Commonwealth University, Richmond, VA
| | - Kristen M. Lee
- Neuroscience Ph.D. Program, Virginia Commonwealth University, Richmond, VA
| | - Keith L. Shelton
- Department of Pharmacology and Toxicology, Virginia Commonwealth University, Richmond, VA
| | - Laura D. Mathies
- Department of Pharmacology and Toxicology, Virginia Commonwealth University, Richmond, VA
- Virginia Commonwealth University Alcohol Research Center, Virginia Commonwealth University, Richmond, VA
| | - Alexis C. Edwards
- Virginia Commonwealth University Alcohol Research Center, Virginia Commonwealth University, Richmond, VA
- Department of Psychiatry, Virginia Commonwealth University, Richmond, VA
- Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, VA
| | - Mike Grotewiel
- Human Genetics Ph.D. Program, Virginia Commonwealth University, Richmond, VA
- Department of Human and Molecular Genetics, Virginia Commonwealth University, Richmond, VA
- Neuroscience Ph.D. Program, Virginia Commonwealth University, Richmond, VA
- Virginia Commonwealth University Alcohol Research Center, Virginia Commonwealth University, Richmond, VA
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22
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Degenhardt L, Bharat C, Glantz MD, Sampson NA, Al-Hamzawi A, Alonso J, Andrade LH, Bunting B, Cia A, de Girolamo G, De Jonge P, Demyttenaere K, Gureje O, Haro JM, Harris MG, He Y, Hinkov H, Karam AN, Karam EG, Kiejna A, Kovess-Masfety V, Lasebikan V, Lee S, Levinson D, Medina-Mora ME, Mneimneh Z, Navarro-Mateu F, Piazza M, Posada-Villa J, Scott K, Stein DJ, Tachimori H, Tintle N, Torres Y, Kessler RC. Association of Cohort and Individual Substance Use With Risk of Transitioning to Drug Use, Drug Use Disorder, and Remission From Disorder: Findings From the World Mental Health Surveys. JAMA Psychiatry 2019; 76:708-720. [PMID: 30865282 PMCID: PMC6583659 DOI: 10.1001/jamapsychiatry.2019.0163] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
IMPORTANCE Limited empirical research has examined the extent to which cohort-level prevalence of substance use is associated with the onset of drug use and transitioning into greater involvement with drug use. OBJECTIVE To use cross-national data to examine time-space variation in cohort-level drug use to assess its associations with onset and transitions across stages of drug use, abuse, dependence, and remission. DESIGN, SETTING, AND PARTICIPANTS The World Health Organization World Mental Health Surveys carried out cross-sectional general population surveys in 25 countries using a consistent research protocol and assessment instrument. Adults from representative household samples were interviewed face-to-face in the community in relation to drug use disorders. The surveys were conducted between 2001 and 2015. Data analysis was performed from July 2017 to July 2018. MAIN OUTCOMES AND MEASURES Data on timing of onset of lifetime drug use, DSM-IV drug use disorders, and remission from these disorders was assessed using the Composite International Diagnostic Interview. Associations of cohort-level alcohol prevalence and drug use prevalence were examined as factors associated with these transitions. RESULTS Among the 90 027 respondents (48.1% [SE, 0.2%] men; mean [SE] age, 42.1 [0.1] years), 1 in 4 (24.8% [SE, 0.2%]) reported either illicit drug use or extramedical use of prescription drugs at some point in their lifetime, but with substantial time-space variation in this prevalence. Among users, 9.1% (SE, 0.2%) met lifetime criteria for abuse, and 5.0% (SE, 0.2%) met criteria for dependence. Individuals who used 2 or more drugs had an increased risk of both abuse (odds ratio, 5.17 [95% CI, 4.66-5.73]; P < .001) and dependence (odds ratio, 5.99 [95% CI, 5.02-7.16]; P < .001) and reduced probability of remission from abuse (odds ratio, 0.86 [95% CI, 0.76-0.98]; P = .02). Birth cohort prevalence of drug use was also significantly associated with both initiation and illicit drug use transitions; for example, after controlling for individuals' experience of substance use and demographics, for each additional 10% of an individual's cohort using alcohol, a person's odds of initiating drug use increased by 28% (odds ratio, 1.28 [95% CI, 1.26-1.31]). Each 10% increase in a cohort's use of drug increased individual risk by 12% (1.12 [95% CI, 1.11-1.14]). CONCLUSIONS AND RELEVANCE Birth cohort substance use is associated with drug use involvement beyond the outcomes of individual histories of alcohol and other drug use. This has important implications for understanding pathways into and out of problematic drug use.
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Affiliation(s)
- Louisa Degenhardt
- National Drug and Alcohol Research Centre, University of New South Wales, Sydney, Australia
| | - Chrianna Bharat
- National Drug and Alcohol Research Centre, University of New South Wales, Sydney, Australia
| | - Meyer D. Glantz
- Department of Epidemiology, Services, and Prevention Research, National Institute on Drug Abuse, National Institute of Health, Bethesda, Maryland
| | - Nancy A. Sampson
- Department of Health Care Policy, Harvard Medical School, Boston, Massachusetts
| | - Ali Al-Hamzawi
- College of Medicine, Al-Qadisiya University, Diwaniya Governorate, Iraq
| | - Jordi Alonso
- Health Services Research Unit, Institut Hospital del Mar Investigacions Mèdiques, Barcelona, Spain,Centro de Investigación Biomédica en Red en Epidemiología y Salud Pública, Barcelona, Spain,Pompeu Fabra University, Barcelona, Spain
| | - Laura H. Andrade
- Section of Psychiatric Epidemiology—Laboratórios de Investigação Médica No. 23, Institute of Psychiatry, University of São Paulo Medical School, São Paulo, Brazil
| | - Brendan Bunting
- School of Psychology, Ulster University, Londonderry, United Kingdom
| | - Alfredo Cia
- Anxiety Disorders Center, Buenos Aires, Argentina
| | | | - Peter De Jonge
- Developmental Psychology, Department of Psychology, Rijksuniversiteit Groningen, Groningen, Netherlands,Interdisciplinary Center Psychopathology and Emotion Regulation, Department of Psychiatry, University Medical Center Groningen, Groningen, Netherlands
| | - Koen Demyttenaere
- Department of Psychiatry, University Hospital Gasthuisberg, Katholieke Universiteit Leuven, Leuven, Belgium
| | - Oye Gureje
- Department of Psychiatry, University College Hospital, Ibadan, Nigeria
| | - Josep Maria Haro
- Parc Sanitari Sant Joan de Déu, Centro de Investigación Biomédica en Red en Salud Mental, Universitat de Barcelona, Sant Boi de Llobregat, Barcelona, Spain
| | - Meredith G. Harris
- School of Public Health, The University of Queensland, Brisbane, Australia,Queensland Centre for Mental Health Research, The Park Centre for Mental Health, Brisbane, Australia
| | - Yanling He
- Shanghai Mental Health Center, Shanghai Jiao Tong University, School of Medicine, Shanghai, China
| | - Hristo Hinkov
- National Center of Public Health and Analyses, Sofia, Bulgaria
| | - Aimee Nasser Karam
- Institute for Development, Research, Advocacy and Applied Care, Beirut, Lebanon
| | - Elie G. Karam
- Department of Psychiatry and Clinical Psychology, Faculty of Medicine, Balamand University, Beirut, Lebanon,Department of Psychiatry and Clinical Psychology, St George Hospital University Medical Center, Beirut, Lebanon,Institute for Development, Research, Advocacy and Applied Care, Beirut, Lebanon
| | - Andrzej Kiejna
- Wrocław Medical University, Wrocław, Poland,University of Lower Silesia, Wrocław, Poland
| | - Viviane Kovess-Masfety
- Ecole des Hautes Etudes en Santé Publique, EA 4057, Paris Descartes University, Paris, France
| | - Victor Lasebikan
- Department of Psychiatry, College of Medicine, University of Ibadan, Nigeria
| | - Sing Lee
- Department of Psychiatry, Chinese University of Hong Kong, Tai Po, Hong Kong
| | - Daphna Levinson
- Mental Health Services, Ministry of Health, Jerusalem, Israel
| | | | - Zeina Mneimneh
- Survey Research Center, Institute for Social Research, University of Michigan, Ann Arbor, Michigan
| | - Fernando Navarro-Mateu
- Unidad de Docencia, Investigación y Formación en Salud Mental, Servicio Murciano de Salud, Murcia, Spain,Instituto Murciano de Investigación Biosanitaria Virgen de la Arrixaca.,Centro de Investigación Biomédica en ERed en Epidemiología y Salud Pública, Murcia, Spain
| | | | - José Posada-Villa
- Colegio Mayor de Cundinamarca University, Faculty of Social Sciences, Bogota, Colombia
| | - Kate Scott
- Department of Psychological Medicine, University of Otago, Dunedin, New Zealand
| | - Dan J. Stein
- South African Medical Council Research Unit on Risk and Resilience in Mental Disorders, Department of Psychiatry and Mental Health, Neuroscience Institute, University of Cape Town, Cape Town, South Africa,Groote Schuur Hospital, Cape Town, South Africa
| | - Hisateru Tachimori
- National Institute of Mental Health, National Center for Neurology and Psychiatry, Kodaira, Tokyo, Japan
| | - Nathan Tintle
- Department of Mathematics, Statistics and Computer Science, Dordt College, Sioux Center, Iowa
| | - Yolanda Torres
- Center for Excellence on Research in Mental Health, CES University, Medellín, Colombia
| | - Ronald C. Kessler
- Department of Health Care Policy, Harvard Medical School, Boston, Massachusetts
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23
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Budney AJ, Sofis MJ, Borodovsky JT. An update on cannabis use disorder with comment on the impact of policy related to therapeutic and recreational cannabis use. Eur Arch Psychiatry Clin Neurosci 2019; 269:73-86. [PMID: 30604051 PMCID: PMC6397057 DOI: 10.1007/s00406-018-0976-1] [Citation(s) in RCA: 76] [Impact Index Per Article: 15.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2018] [Accepted: 12/19/2018] [Indexed: 12/17/2022]
Abstract
Confusion and controversy related to the potential for cannabis use to cause harm, or alternatively to provide benefit, continues globally. This issue has grown in intensity and importance with the increased recognition of the public health implications related to the escalation of the legalization of cannabis and cannabinoid products. This selective overview and commentary attempt to succinctly convey what is known about one potential consequence of cannabis use, the development of cannabis use disorder (CUD). Such knowledge may help guide a reasonable and objective public health perspective on the potential impact of cannabis use and CUD. Current scientific data and clinical observation strongly support the contention that cannabis use, like the use of other substances such as alcohol, opioids, stimulants, and tobacco, can develop into a use disorder (addiction) with important clinical consequences. Epidemiological data indicate that the majority of those who use cannabis do not have problems related to their use, but a substantial subset (10-30%) do report experiencing symptoms and consequences consistent with a CUD. Treatment seeking for CUD comprises a substantial proportion of all substance use treatment admissions, yet treatment response rates show much room for improvement. Changing cannabis policies related to its therapeutic and recreational use are likely to impact the development of CUD and its course; however, definitive data on such effects are not yet available. Clearly, the development of more effective prevention and treatment strategies is needed for those vulnerable to developing a CUD and for those with a CUD.
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Affiliation(s)
- Alan J. Budney
- Center for Technology and Behavioral Health, Department of Psychiatry, Geisel School of Medicine at Dartmouth, 46 Centerra Parkway, Suite 315, Lebanon, NH, USA
| | - Michael J. Sofis
- Center for Technology and Behavioral Health, Department of Psychiatry, Geisel School of Medicine at Dartmouth, 46 Centerra Parkway, Suite 315, Lebanon, NH, USA
| | - Jacob T. Borodovsky
- Department of Psychiatry, Washington University School of Medicine, St. Louis, USA
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24
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Marel C, Sunderland M, Mills KL, Slade T, Teesson M, Chapman C. Conditional probabilities of substance use disorders and associated risk factors: Progression from first use to use disorder on alcohol, cannabis, stimulants, sedatives and opioids. Drug Alcohol Depend 2019; 194:136-142. [PMID: 30439610 DOI: 10.1016/j.drugalcdep.2018.10.010] [Citation(s) in RCA: 68] [Impact Index Per Article: 13.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/11/2018] [Revised: 10/09/2018] [Accepted: 10/29/2018] [Indexed: 10/27/2022]
Abstract
BACKGROUND Relatively little is known about factors that may lead to the development of a substance use disorder (SUD), across a range of drug classes. This study aimed to identify factors that predict the likelihood of transition from use to SUD and the speed with which this may occur at the population level, with a focus on the impact of pre-existing mental disorders. METHODS Data were collected as part of the 2007 Australian National Survey of Mental Health and Wellbeing, a nationally representative survey of 8841 Australian adults. A series of discrete time survival analyses were undertaken on data pertaining to the age of onset of use and symptoms of use disorder, for alcohol, cannabis, sedatives, stimulants, and opioids, as well as the impact of pre-existing mood and anxiety disorders on the likelihood of developing a SUD. RESULTS Lifetime cumulative probability estimates indicated that 50.4% of stimulant, 46.6% of opioid, 39% of sedative, 37.5% of alcohol, and 34.1% of cannabis users would develop a SUD on those substances, within an estimated 14, 12, 8, 30, and 23 years after onset respectively. Pre-existing mental disorders were significantly associated with increased risk of developing a SUD for alcohol, cannabis and stimulant use disorder. CONCLUSION The relative speed associated with the transition from use to SUD emphasizes the narrow window of time available to intervene, underscoring the urgency of early identification of mental health conditions and the timely provision of appropriate evidence-based interventions, which could potentially prevent the development of secondary SUDs.
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Affiliation(s)
- Christina Marel
- National Drug and Alcohol Research Centre, University of New South Wales, NSW 2052, Sydney, Australia; NHMRC Centre of Research Excellence in Mental Health and Substance Use, University of New South Wales, NSW 2052, Sydney, Australia.
| | - Matthew Sunderland
- National Drug and Alcohol Research Centre, University of New South Wales, NSW 2052, Sydney, Australia; NHMRC Centre of Research Excellence in Mental Health and Substance Use, University of New South Wales, NSW 2052, Sydney, Australia
| | - Katherine L Mills
- National Drug and Alcohol Research Centre, University of New South Wales, NSW 2052, Sydney, Australia; NHMRC Centre of Research Excellence in Mental Health and Substance Use, University of New South Wales, NSW 2052, Sydney, Australia
| | - Tim Slade
- National Drug and Alcohol Research Centre, University of New South Wales, NSW 2052, Sydney, Australia; NHMRC Centre of Research Excellence in Mental Health and Substance Use, University of New South Wales, NSW 2052, Sydney, Australia
| | - Maree Teesson
- National Drug and Alcohol Research Centre, University of New South Wales, NSW 2052, Sydney, Australia; NHMRC Centre of Research Excellence in Mental Health and Substance Use, University of New South Wales, NSW 2052, Sydney, Australia
| | - Cath Chapman
- National Drug and Alcohol Research Centre, University of New South Wales, NSW 2052, Sydney, Australia; NHMRC Centre of Research Excellence in Mental Health and Substance Use, University of New South Wales, NSW 2052, Sydney, Australia
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25
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Larance B, Gisev N, Cama E, Nelson EC, Darke S, Larney S, Degenhardt L. Predictors of transitions across stages of heroin use and dependence prior to treatment-seeking among people in treatment for opioid dependence. Drug Alcohol Depend 2018; 191:145-151. [PMID: 30107320 PMCID: PMC6698181 DOI: 10.1016/j.drugalcdep.2018.03.056] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/06/2017] [Revised: 03/30/2018] [Accepted: 03/31/2018] [Indexed: 01/16/2023]
Abstract
BACKGROUND AND AIMS Little is known about transition pathways among heroin users prior to treatment. This study examined the demographic and clinical predictors of transition speed from heroin use, to dependence, to first treatment episode. METHODS 1149 heroin-dependent participants recruited from opioid agonist treatment clinics in Sydney, Australia, underwent a structured interview. Age of onset (AOO) was collected for heroin use, dependence and treatment-seeking, childhood maltreatment, psychiatric history and other substance dependence. Discrete-time survival analyses modelled years from onset of use to dependence, and from dependence to treatment-seeking, including demographic and clinical covariates. FINDINGS Median AOO for first heroin use, dependence and treatment-seeking was 18 years (inter-quartile range, or IQR = 6), 21 years (IQR = 7), and 24 years (IQR = 10) respectively. In adjusted models, younger birth cohorts (vs. born <1960), greater childhood maltreatment and later AAO of first heroin use were associated with more rapid transitions from heroin use to dependence. Living independently, parental violence, and alcohol dependence were associated with slower transitions. Earlier treatment-seeking was associated with younger birth cohorts, having dependent children and later AOO of dependence. Delayed treatment-seeking was associated with <10 years school education, living independently, depression and alcohol dependence. CONCLUSIONS In this treatment sample, onset of heroin use occurred during late adolescence, suggesting the need for targeted interventions in mid-adolescence. Transitions to heroin dependence, then treatment-seeking, occurred during early adulthood. Rapid transitions from use to dependence were associated with younger birth cohorts, greater exposure to childhood maltreatment, and later onset of use.
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Affiliation(s)
- Briony Larance
- National Drug and Alcohol Research Centre, University of New South Wales, 22-32 King Street Randwick, Sydney, NSW, 2052, Australia.
| | - Natasa Gisev
- National Drug and Alcohol Research Centre, University of New South Wales, 22-32 King Street Randwick, Sydney, NSW, 2052, Australia
| | - Elena Cama
- National Drug and Alcohol Research Centre, University of New South Wales, 22-32 King Street Randwick, Sydney, NSW, 2052, Australia
| | - Elliot C Nelson
- Washington University, School of Medicine, Department of Psychiatry, 660 South Euclid Avenue, Campus Box 8134, St. Louis, MO, 63110, USA
| | - Shane Darke
- National Drug and Alcohol Research Centre, University of New South Wales, 22-32 King Street Randwick, Sydney, NSW, 2052, Australia
| | - Sarah Larney
- National Drug and Alcohol Research Centre, University of New South Wales, 22-32 King Street Randwick, Sydney, NSW, 2052, Australia
| | - Louisa Degenhardt
- National Drug and Alcohol Research Centre, University of New South Wales, 22-32 King Street Randwick, Sydney, NSW, 2052, Australia
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26
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Sanchez ZM, Valente JY, Sanudo A, Pereira APD, Schneider DR, Andreoni S. Effectiveness evaluation of the school-based drug prevention program #Tamojunto in Brazil: 21-month follow-up of a randomized controlled trial. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2018; 60:10-17. [PMID: 30081337 DOI: 10.1016/j.drugpo.2018.07.006] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2017] [Revised: 04/24/2018] [Accepted: 07/15/2018] [Indexed: 10/28/2022]
Abstract
INTRODUCTION A school-based randomized controlled trial was conducted in 2014/2015 with students in 7th and 8th grades in 72 public schools in 6 Brazilian cities. A total of 5028 students were linked (75, 7%) in at least one of the two waves of follow-up (9 months and 21 months later). The principal research question was whether this 12-lesson program delays the initiation of alcohol, tobacco, inhalants and binge drinking among early adolescents when compared to usual care, that is, no prevention program in Brazilian schools, after 21 months of follow up. METHODS Cox regression models were adjusted to evaluate the incidence of drug use. Generalized linear latent mixed models (GLLAMM) were used to evaluate changes in the prevalence of each drug over time and between groups. Findings The incidence analysis showed a negative effect of the program for alcohol initiation (aHR = 1.13, 95%CI 1.01; 127) but an opposite protective effect for the initiation of inhalant use (aHR = 0.79, 95%CI 0.66; 0.95). After 21 months, the prevalence of past-year use of alcohol changed from 30.1% to 49.8% in the intervention group and from 29.9% to 45.8% in the control group. Adolescents in the intervention group were 30% more likely to have reported past-year use of alcohol than students in the control group at 21 months (aOR = 1.30, 95%CI 1.02; 1.65). No effects of the program on past-month drug use were found. The Brazilian version of the Unplugged program may be misinterpreted by public school students, perhaps arousing their curiosity regarding alcohol use.
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Affiliation(s)
- Zila M Sanchez
- Department of Preventive Medicine, Section of Epidemiology, Universidade Federal de São Paulo, Brazil.
| | - Juliana Y Valente
- Department of Preventive Medicine, Section of Epidemiology, Universidade Federal de São Paulo, Brazil
| | - Adriana Sanudo
- Department of Preventive Medicine, Section of Biostatistics, Universidade Federal de São Paulo, Brazil
| | - Ana Paula D Pereira
- Department of Preventive Medicine, Section of Epidemiology, Universidade Federal de São Paulo, Brazil
| | | | - Solange Andreoni
- Department of Preventive Medicine, Section of Biostatistics, Universidade Federal de São Paulo, Brazil
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27
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Card KG, Armstrong HL, Carter A, Cui Z, Wang C, Zhu J, Lachowsky NJ, Moore DM, Hogg RS, Roth EA. Assessing the longitudinal stability of latent classes of substance use among gay, bisexual, and other men who have sex with men. Drug Alcohol Depend 2018; 188:348-355. [PMID: 29859447 PMCID: PMC7583659 DOI: 10.1016/j.drugalcdep.2018.04.019] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/16/2018] [Revised: 04/08/2018] [Accepted: 04/09/2018] [Indexed: 12/18/2022]
Abstract
BACKGROUND Association between substance use and HIV-risk among gay and bisexual men (GBM) is well documented. However, their substance use patterns are diverse, and it is unknown whether self-reported use patterns are stable over time. METHODS Sexually-active GBM, aged >16 years, were recruited in Metro Vancouver using respondent-driven sampling and followed across 5 study visits at six-month intervals (n = 449). To identify distinct patterns of substance use and their longitudinal stability, Latent Transition Analysis (LTA) was conducted for drugs reported by at least 30 participants. Intraclass correlation coefficients (ICC) quantified the stability of class assignments. RESULTS Six classes characterizing 'limited drug use' (i.e., low use of all drugs, except alcohol), 'conventional drug use' (i.e., use of alcohol, marijuana, and tobacco), 'club drug use' (i.e., use of alcohol, cocaine, and psychedelics), 'sex drug use' (i.e., use of alcohol, crystal meth, GHB, poppers, and erectile dysfunction drugs), 'street drug use' (i.e., use of alcohol and street opioids) and 'assorted drug use' (i.e., use of most drugs) were identified. Across five visits (2.5 years), 26.3% (n = 118/449) of GBM transitioned between classes. The prevalence of limited use trended upwards (Baseline:24.5%, Visit 5:28.3%, p < 0.0001) and assorted use trended downwards (13.4%-9.6%, p = 0.001). All classes had strong longitudinal stability (ICC > 0.97). CONCLUSION The stability of latent substance use patterns highlight the utility of these measures in identifying patterns of substance use among people who use drugs - potentially allowing for better assessment of these groups and interventions related to their health.
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Affiliation(s)
- Kiffer G. Card
- B.C. Centre for Excellence in HIV/AIDS, 608-1081 Burrard St, Vancouver, British Columbia, V6Z 1Y6, Canada,Faculty of Health Science, Simon Fraser University, 11300 Blusson Hall, 8888 University Drive, Burnaby, British Columbia, V5A 1S6, Canada
| | - Heather L. Armstrong
- B.C. Centre for Excellence in HIV/AIDS, 608-1081 Burrard St, Vancouver, British Columbia, V6Z 1Y6, Canada,Faculty of Medicine, University of British Columbia, 317-2194 Health Sciences Mall, Vancouver, British Columbia V6T 1Z3, Canada
| | - Allison Carter
- B.C. Centre for Excellence in HIV/AIDS, 608-1081 Burrard St, Vancouver, British Columbia, V6Z 1Y6, Canada; Faculty of Health Science, Simon Fraser University, 11300 Blusson Hall, 8888 University Drive, Burnaby, British Columbia, V5A 1S6, Canada.
| | - Zishan Cui
- B.C. Centre for Excellence in HIV/AIDS, 608-1081 Burrard St, Vancouver, British Columbia, V6Z 1Y6, Canada.
| | - Clara Wang
- B.C. Centre for Excellence in HIV/AIDS, 608-1081 Burrard St, Vancouver, British Columbia, V6Z 1Y6, Canada
| | - Julia Zhu
- B.C. Centre for Excellence in HIV/AIDS, 608-1081 Burrard St, Vancouver, British Columbia, V6Z 1Y6, Canada.
| | - Nathan J. Lachowsky
- B.C. Centre for Excellence in HIV/AIDS, 608-1081 Burrard St, Vancouver, British Columbia, V6Z 1Y6, Canada,School of Public Health and Social Policy, University of Victoria, B202 HSD Building, Victoria, British Columbia, V8P 5C2, Canada
| | - David M. Moore
- B.C. Centre for Excellence in HIV/AIDS, 608-1081 Burrard St, Vancouver, British Columbia, V6Z 1Y6, Canada,Faculty of Medicine, University of British Columbia, 317-2194 Health Sciences Mall, Vancouver, British Columbia V6T 1Z3, Canada
| | - Robert S. Hogg
- B.C. Centre for Excellence in HIV/AIDS, 608-1081 Burrard St, Vancouver, British Columbia, V6Z 1Y6, Canada,Faculty of Health Science, Simon Fraser University, 11300 Blusson Hall, 8888 University Drive, Burnaby, British Columbia, V5A 1S6, Canada
| | - Eric A. Roth
- B.C. Centre for Excellence in HIV/AIDS, 608-1081 Burrard St, Vancouver, British Columbia, V6Z 1Y6, Canada,Department of Anthropology, University of Victoria, B228 Cornett Building, Victoria, British Columbia, V8P 5C2, Canada
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Lucabeche VX, Haney JL. The effect of alcohol severity on outpatient treatment completion: The differential outcome by gender and race/ethnicity. J Subst Abuse Treat 2018; 90:1-8. [DOI: 10.1016/j.jsat.2018.04.005] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2017] [Revised: 04/08/2018] [Accepted: 04/13/2018] [Indexed: 10/17/2022]
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Abstract
The evolving legal cannabis landscape in the US continues to present novel regulatory challenges that necessitate the development of a Cannabis Regulatory Science. Two specific issues of concern within Cannabis Regulatory Science are (1) the impact that cannabis use has on the incidence, prevalence, and severity of mental disorders, and (2) how cannabis laws and regulations modify this impact. This paper first provides several conceptual points that are useful for evaluating the relationship between cannabis use and mental disorders. Second, it selectively reviews and comments on data relevant to the relationship between cannabis use and depression, several forms of anxiety, post-traumatic stress disorder, schizophrenia, and bipolar disorder. Next, regulatory and public health parallels between the nascent cannabis industry and the pharmaceutical, tobacco, and alcohol industries are discussed. The focus is on specific types of industry practices that may harm those with or at risk for mental disorders. Recommendations are then offered for legal cannabis regulations that could mitigate this harm. Last, future research goals are discussed for building the field of Cannabis Regulatory Science and addressing the potential negative impact of cannabis on those with mental disorders.
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Affiliation(s)
- Jacob T. Borodovsky
- Dartmouth Geisel School of Medicine, Center for Technology and Behavioral Health, 46 Centerra Parkway, Lebanon, NH 03766, United States,The Dartmouth Institute for Health Policy and Clinical Practice, 74 College St. Hanover, NH 03755, United States
| | - Alan J. Budney
- Dartmouth Geisel School of Medicine, Center for Technology and Behavioral Health, 46 Centerra Parkway, Lebanon, NH 03766, United States
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30
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Pastor V, Pallarés ME, Antonelli MC. Prenatal stress increases adult vulnerability to cocaine reward without affecting pubertal anxiety or novelty response. Behav Brain Res 2018; 339:186-194. [DOI: 10.1016/j.bbr.2017.11.035] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2017] [Revised: 10/26/2017] [Accepted: 11/26/2017] [Indexed: 12/22/2022]
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31
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Butelman ER, Bacciardi S, Maremmani AGI, Darst-Campbell M, Correa da Rosa J, Kreek MJ. Can a rapid measure of self-exposure to drugs of abuse provide dimensional information on depression comorbidity? Am J Addict 2017; 26:632-639. [PMID: 28654734 DOI: 10.1111/ajad.12578] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2016] [Revised: 03/28/2017] [Accepted: 06/04/2017] [Indexed: 12/30/2022] Open
Abstract
BACKGROUND AND OBJECTIVES Addictions to heroin or to cocaine are associated with substantial psychiatric comorbidity, including depression. Poly-drug self-exposure (eg, to heroin, cocaine, cannabis, or alcohol) is also common, and may further affect depression comorbidity. METHODS This case-control study examined the relationship of exposure to the above drugs and depression comorbidity. Participants were recruited from methadone maintenance clinics, and from the community. Adult male and female participants (n = 1,201) were ascertained consecutively by experienced licensed clinicians. The instruments used were the SCID-I, and Kreek-McHugh-Schluger-Kellogg (KMSK) scales, which provide a rapid dimensional measure of maximal lifetime self-exposure to each of the above drugs. This measure ranges from no exposure to high unit dose, high frequency, and long duration of exposure. RESULTS A multiple logistic regression with stepwise variable selection revealed that increasing exposure to heroin or to cocaine was associated greater odds of depression, with all cases and controls combined. In cases with an opioid dependence diagnosis, increasing cocaine exposure was associated with a further increase in odds of depression. However, in cases with a cocaine dependence diagnosis, increasing exposure to either cannabis or alcohol, as well as heroin, was associated with a further increase in odds of depression. DISCUSSION AND CONCLUSIONS This dimensional analysis of exposure to specific drugs provides insights on depression comorbidity with addictive diseases, and the impact of poly-drug exposure. SCIENTIFIC SIGNIFICANCE A rapid analysis of exposure to drugs of abuse reveals how specific patterns of drug and poly-drug exposure are associated with increasing odds of depression. This approach detected quantitatively how different patterns of poly-drug exposure can result in increased odds of depression comorbidity, in cases diagnosed with opioid versus cocaine dependence. (Am J Addict 2017;26:632-639).
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Affiliation(s)
- Eduardo Roque Butelman
- Laboratory of the Biology of Addictive Diseases, The Rockefeller University, New York, New York
| | - Silvia Bacciardi
- "VP Dole" Dual Diagnosis Unit, Santa Chiara University Hospital of Pisa, Pisa, Italy
| | | | - Maya Darst-Campbell
- Laboratory of the Biology of Addictive Diseases, The Rockefeller University, New York, New York
| | - Joel Correa da Rosa
- Center for Clinical and Translational Science, The Rockefeller University Hospital, New York, New York
| | - Mary Jeanne Kreek
- Laboratory of the Biology of Addictive Diseases, The Rockefeller University, New York, New York
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Abstract
Introduction: Cannabis has been used for medical purposes across the world for centuries. As states and countries implement medical and recreational cannabis policies, increasing numbers of people are using cannabis pharmacotherapy for pain. There is a theoretical rationale for cannabis' efficacy for pain management, although the subjective pain relief from cannabis may not match objective measurements of analgesia. As more patients turn to cannabis for pain relief, there is a need for additional scientific evidence to evaluate this increase. Materials and Methods: Research for this review was performed in the PubMed/National Library of Medicine database. Discussion: Preclinical studies demonstrate a narrow therapeutic window for cannabis as pharmacotherapy for pain; the body of clinical evidence for this indication is not as extensive. A recent meta-analysis of clinical trials of cannabis and cannabinoids for pain found modest evidence supporting the use of cannabinoid pharmacotherapy for pain. Recent epidemiological studies have provided initial evidence for a possible reduction in opioid pharmacotherapy for pain as a result of increased implementation of medical cannabis regimens. Conclusion: With increased use of medical cannabis as pharmacotherapy for pain comes a need for comprehensive risk-benefit discussions that take into account cannabis' significant possible side effects. As cannabis use increases in the context of medical and recreational cannabis policies, additional research to support or refute the current evidence base is essential to attempt to answer the questions that so many healthcare professionals and patients are asking.
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Affiliation(s)
- Kevin P. Hill
- Division of Alcohol and Drug Abuse, McLean Hospital, Belmont, Massachusetts
- Harvard Medical School, Boston, Massachusetts
| | | | - Brian Johnson
- State University of New York Upstate Medical University, Syracuse, New York
| | - Joseph W. Ditre
- Department of Psychology, Syracuse University, Syracuse, New York
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33
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Pastor V, Antonelli MC, Pallarés ME. Unravelling the Link Between Prenatal Stress, Dopamine and Substance Use Disorder. Neurotox Res 2016; 31:169-186. [DOI: 10.1007/s12640-016-9674-9] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2016] [Revised: 09/19/2016] [Accepted: 09/23/2016] [Indexed: 12/21/2022]
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34
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Leeman RF, Sun MQ, Bogart MD, Beseler CL, Sofuoglu M. Comparisons of Cocaine-Only, Opioid-Only, and Users of Both Substances in the National Epidemiologic Survey on Alcohol and Related Conditions (NESARC). Subst Use Misuse 2016; 51:553-64. [PMID: 27002858 PMCID: PMC5097614 DOI: 10.3109/10826084.2015.1122063] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
BACKGROUND Cocaine and opioid co-use is a notable public health concern, but little is known about correlates of this behavior. Most prior findings come from treatment samples and concern cocaine and heroin. Findings from a nationally representative sample involving primarily prescription opioid misuse would expand knowledge. METHODS Past-12-month cocaine and/or opioid users in Wave 1 of the National Epidemiologic Survey on Alcohol and Related Conditions (NESARC) formed the sample (N = 839). Cocaine-only, opioid-only, and cocaine/opioid co-users were compared regarding sociodemographics, other substance involvement, psychiatric, and medical conditions/events. RESULTS Opioid-only users were the largest group (n = 622), followed by cocaine-only (n = 144) and co-users (n = 73). The vast majority of opioid misuse was of prescription opioids (1.4% with past-12-month use of heroin). Notably, co-users did not differ from single drug users in frequency of use of either drug. Co-users did not have significantly greater incidence of any psychiatric conditions, medial conditions, or events. In preliminary analyses, co-users were more likely than either single use group to report several classes of other drug use. However, for most comparisons, opioid use did not add substantial risk beyond cocaine use. Differences on multiple sociodemographic variables suggested opioid-only users were at lowest risk of negative outcomes. These results may relate to a finding that opioid-only users were less likely to have sought treatment. CONCLUSIONS/IMPORTANCE This sample of past-12-month cocaine and/or opioid users had greater involvement with other substances, more psychiatric and medical conditions compared to the general population. Co-users had greater involvement with other substances than opioid-only users in particular.
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Affiliation(s)
- Robert F Leeman
- Yale School of Medicine, Psychiatry, CMHC, 34 Park Street, New Haven, 06519 United States
| | | | | | | | - Mehmet Sofuoglu
- Yale School of Medicine, Psychiatry, New Haven, United States
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35
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Becker J, Schaub MP, Gmel G, Haug S. Cannabis use and other predictors of the onset of daily cigarette use in young men: what matters most? Results from a longitudinal study. BMC Public Health 2015; 15:843. [PMID: 26330150 PMCID: PMC4556311 DOI: 10.1186/s12889-015-2194-3] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2015] [Accepted: 08/27/2015] [Indexed: 11/30/2022] Open
Abstract
Background According to the gateway hypothesis, tobacco use is a gateway of cannabis use. However, there is increasing evidence that cannabis use also predicts the progression of tobacco use (reverse gateway hypothesis). Unfortunately, the importance of cannabis use compared to other predictors of tobacco use is less clear. The aim of this study was to examine which variables, in addition to cannabis use, best predict the onset of daily cigarette smoking in young men. Methods A total of 5,590 young Swiss men (mean age = 19.4 years, SD = 1.2) provided data on their substance use, socio-demographic background, religion, health, social context, and personality at baseline and after 18 months. We modelled the predictors of progression to daily cigarette smoking using logistic regression analyses (n = 4,230). Results In the multivariate overall model, use of cannabis remained among the strongest predictors for the onset of daily cigarette use. Daily cigarette use was also predicted by a lifetime use of at least 50 cigarettes, occasional cigarette use, educational level, religious affiliation, parental situation, peers with psychiatric problems, and sociability. Conclusions Our results highlight the relevance of cannabis use compared to other potential predictors of the progression of tobacco use and thereby support the reverse gateway hypothesis.
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Affiliation(s)
- Julia Becker
- Swiss Research Institute for Public Health and Addiction ISGF, University of Zurich, Konradstrasse 32, CH-8031, Zurich, Switzerland.
| | - Michael P Schaub
- Swiss Research Institute for Public Health and Addiction ISGF, University of Zurich, Konradstrasse 32, CH-8031, Zurich, Switzerland.
| | - Gerhard Gmel
- Alcohol Treatment Centre, Lausanne University Hospital CHUV, Rue du Bugnon 21, CH-1011, Lausanne, Switzerland. .,Addiction Switzerland, Av. Louis-Ruchonnet 14, CH-1003, Lausanne, Switzerland. .,Centre for Addiction and Mental Health, Toronto, Ontario, Canada. .,University of the West of England, Bristol, UK.
| | - Severin Haug
- Swiss Research Institute for Public Health and Addiction ISGF, University of Zurich, Konradstrasse 32, CH-8031, Zurich, Switzerland.
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36
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Definition and Demographics of Addiction. Subst Abus 2015. [DOI: 10.1007/978-1-4939-1951-2_1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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Baek JH, Cha B, Moon E, Ha TH, Chang JS, Kim JH, Choi JE, Kang BJ, Hong KS, Ha K. The effects of ethnic, social and cultural factors on axis I comorbidity of bipolar disorder: results from the clinical setting in Korea. J Affect Disord 2014; 166:264-9. [PMID: 25012440 DOI: 10.1016/j.jad.2014.05.027] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/09/2013] [Revised: 05/19/2014] [Accepted: 05/20/2014] [Indexed: 12/18/2022]
Abstract
OBJECTIVE Ethnic, social and cultural factors contribute to axis I comorbid conditions in bipolar disorder (BPD). Korea has strict laws against illicit drugs and a relatively permissive prevailing attitude toward alcohol. The present study aimed to explore the lifetime axis I comorbidity rate in patients with BPD in Korea. METHODS Clinically stable patients with bipolar I (n=222) and bipolar II (n=194) disorders were recruited from four tertiary medical centers in Korea. The subjects׳ diagnoses and axis I comorbid conditions were evaluated using the Structured Clinical Interview for DSM-IV Axis I Disorders (SCID) and the Korean version of the Diagnostic Interview for Genetic Studies (K-DIGS). The lifetime prevalence of anxiety disorders, substance use disorders and eating disorders was explored. The prevalence of these axis I comorbid conditions was compared with data from prior studies in other countries and to data concerning the general Korean population. RESULTS A total of 45.1% of all subjects had at least one axis I comorbid condition. Anxiety disorders (30.2%) were the most common comorbidity, followed by alcohol use disorders (16.8%). Males with BPD showed a higher rate of alcohol dependence compared to the general male population and females with BPD showed a greater risk of having alcohol use disorder compared to the general female population. The rate of drug use disorder was extremely low (1.7%), and only one subject had an illicit-drug-related problem. LIMITATION Cross-sectional studies. CONCLUSION Comorbid conditions of Korean patients with BPD showed a distinct pattern, which is associated with the ethnic, social and cultural characteristics in Korea.
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Affiliation(s)
- Ji Hyun Baek
- Department of Psychiatry, Sungkyunkwan University School of Medicine, Samsung Medical Center, Seoul, Republic of Korea; Department of Neuropsychiatry, Seoul National University College of Medicine, Seoul National University Bundang Hospital, Kyunggi-Do, Republic of Korea
| | - Boseok Cha
- Department of Psychiatry, Gyeongsang National University College of Medicine, Jinju, Republic of Korea
| | - Eunsoo Moon
- Department of Psychiatry, Pusan National University College of Medicine, Pusan, Republic of Korea
| | - Tae Hyon Ha
- Department of Neuropsychiatry, Seoul National University College of Medicine, Seoul National University Bundang Hospital, Kyunggi-Do, Republic of Korea
| | - Jae Seung Chang
- Department of Neuropsychiatry, Seoul National University College of Medicine, Seoul National University Bundang Hospital, Kyunggi-Do, Republic of Korea
| | - Jeong Hyun Kim
- Department of Neuropsychiatry, Seoul National University College of Medicine, Seoul National University Bundang Hospital, Kyunggi-Do, Republic of Korea
| | - Jung Eun Choi
- Department of Psychiatry, Seoul Municipal Eunpyeong Hospital, San6 Eungam2-Dong, Eunpyeong-Gu, Seoul 122-913, Republic of Korea
| | - Bong Jin Kang
- Department of Neuropsychiatry, Seoul National University College of Medicine, Seoul National University Bundang Hospital, Kyunggi-Do, Republic of Korea
| | - Kyung Sue Hong
- Department of Psychiatry, Sungkyunkwan University School of Medicine, Samsung Medical Center, Seoul, Republic of Korea
| | - Kyooseob Ha
- Department of Neuropsychiatry, Seoul National University College of Medicine, Seoul National University Bundang Hospital, Kyunggi-Do, Republic of Korea; Seoul National Hospital, Seoul, Republic of Korea.
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Secades-Villa R, Garcia-Rodríguez O, Jin CJ, Wang S, Blanco C. Probability and predictors of the cannabis gateway effect: a national study. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2014; 26:135-42. [PMID: 25168081 DOI: 10.1016/j.drugpo.2014.07.011] [Citation(s) in RCA: 99] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2014] [Revised: 06/06/2014] [Accepted: 07/22/2014] [Indexed: 11/26/2022]
Abstract
BACKGROUND While several studies have shown a high association between cannabis use and use of other illicit drugs, the predictors of progression from cannabis to other illicit drugs remain largely unknown. This study aims to estimate the cumulative probability of progression to illicit drug use among individuals with lifetime history of cannabis use, and to identify predictors of progression from cannabis use to other illicit drugs use. METHODS Analyses were conducted on the sub-sample of participants in Wave 1 of the National Epidemiological Survey on Alcohol and Related Conditions (NESARC) who started cannabis use before using any other drug (n=6624). Estimated projections of the cumulative probability of progression from cannabis use to use of any other illegal drug use in the general population were obtained by the standard actuarial method. Univariate and multivariable survival analyses with time-varying covariates were implemented to identify predictors of progression to any drug use. RESULTS Lifetime cumulative probability estimates indicated that 44.7% of individuals with lifetime cannabis use progressed to other illicit drug use at some time in their lives. Several sociodemographic characteristics, internalizing and externalizing psychiatric disorders and indicators of substance use severity predicted progression from cannabis use to other illicit drugs use. CONCLUSION A large proportion of individuals who use cannabis go on to use other illegal drugs. The increased risk of progression from cannabis use to other illicit drugs use among individuals with mental disorders underscores the importance of considering the benefits and adverse effects of changes in cannabis regulations and of developing prevention and treatment strategies directed at curtailing cannabis use in these populations.
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Affiliation(s)
- Roberto Secades-Villa
- Department of Psychology, University of Oviedo, Plaza Feijoo, s/n, 33003 Oviedo, Spain; New York State Psychiatric Institute, Department of Psychiatry, College of Physicians and Surgeons, Columbia University, New York, 10032 NY, United States.
| | - Olaya Garcia-Rodríguez
- Department of Psychology, University of Oviedo, Plaza Feijoo, s/n, 33003 Oviedo, Spain; New York State Psychiatric Institute, Department of Psychiatry, College of Physicians and Surgeons, Columbia University, New York, 10032 NY, United States
| | - Chelsea J Jin
- New York State Psychiatric Institute, Department of Psychiatry, College of Physicians and Surgeons, Columbia University, New York, 10032 NY, United States
| | - Shuai Wang
- New York State Psychiatric Institute, Department of Psychiatry, College of Physicians and Surgeons, Columbia University, New York, 10032 NY, United States
| | - Carlos Blanco
- New York State Psychiatric Institute, Department of Psychiatry, College of Physicians and Surgeons, Columbia University, New York, 10032 NY, United States
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Ridenour TA. Transitioning from DSM-IV abuse to dependence: the essence of harmful compulsive substance use is ontogenetic and dynamic. THE AMERICAN JOURNAL OF DRUG AND ALCOHOL ABUSE 2013; 39:139-41. [PMID: 23721528 PMCID: PMC4136746 DOI: 10.3109/00952990.2013.797988] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Affiliation(s)
- Ty A Ridenour
- Center for Education and Drug Abuse Research, University of Pittsburgh, Pittsburgh, PA 15213, USA.
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