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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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2
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Longtain RB, Graham DP, Harding MJ, De La Garza R, Nielsen DA. Methylation of the serotonin transporter gene moderates the depressive subjective effect of cocaine. Behav Brain Res 2022; 418:113675. [PMID: 34798166 PMCID: PMC8671356 DOI: 10.1016/j.bbr.2021.113675] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2021] [Revised: 11/09/2021] [Accepted: 11/13/2021] [Indexed: 11/02/2022]
Abstract
Genetic variation in the serotonin transporter (SLC6A4) has been shown to moderate the acute subjective effects of cocaine. Methylation of the SLC6A4 gene is associated with decreased transcription of the serotonin transporter, leading to increased serotonin in the synapse. In this study, methylation of the SLC6A4 gene was investigated in the moderation of the subjective effects of cocaine. Non-treatment-seeking cocaine-dependent individuals (N = 53) were intravenously administered cocaine (40 mg) and saline in a randomized order. The subjective effects of cocaine were self-reported using a visual analog scale starting prior to the administration of cocaine (-15 min) or saline and up to 20 min after infusion. Participants were evaluated for methylation of the SLC6A4 promoter region and 5-HTTLPR genotype. A series of ANCOVAs for SLC6A4 methylation (high/low) were run for each of ten subjective and three cardiovascular effects controlling for age, sex [utilizing the sex-determining region Y protein (SRY)], and population structure (determined from ancestry informative markers and STRUCTURE software). Participants with SLC6A4 hypermethylation reported greater subjective response to cocaine for 'depressed' relative to participants with SLC6A4 hypomethylation (experiment-wise p = 0.002). These findings indicate that SLC6A4 methylation moderates the 'depressed' subjective effect of cocaine in non-treatment-seeking cocaine-dependent participants.
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Affiliation(s)
- Riley B. Longtain
- Menninger Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine and Michael E. DeBakey V.A. Medical Center, Houston, TX, USA
| | - David P. Graham
- Menninger Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine and Michael E. DeBakey V.A. Medical Center, Houston, TX, USA,South Central Mental Illness, Research, Education and Clinical Center (MIRECC), Houston, TX, USA,Corresponding author: David P. Graham, Michael E. DeBakey Veterans Affairs Medical Center, 2002 Holcombe Blvd (153-TBI), Building 100, STE 2B-126A, Houston, TX 77030, USA, Tel: 713 791 1414 × 24215,
| | - Mark J. Harding
- Menninger Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine and Michael E. DeBakey V.A. Medical Center, Houston, TX, USA
| | | | - David A. Nielsen
- Menninger Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine and Michael E. DeBakey V.A. Medical Center, Houston, TX, USA
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3
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Turna J, MacKillop J. Cannabis use among military veterans: A great deal to gain or lose? Clin Psychol Rev 2021; 84:101958. [PMID: 33486280 DOI: 10.1016/j.cpr.2021.101958] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2020] [Revised: 06/11/2020] [Accepted: 01/06/2021] [Indexed: 12/16/2022]
Abstract
Policy changes have resulted in dramatic increases in access to cannabis for medical purposes. Veterans are disproportionately affected by conditions for which medical cannabis is often pursued, making an evidence-based perspective on risks versus benefits of high priority. The current review sought to examine the state of the evidence on the correlates and consequences of cannabis use among veterans. Using a comprehensive search strategy, 501 articles were identified and 86 studies met criteria for inclusion. The literature was predominated by cross-sectional studies (67%) of male veterans (71.4%-100% male) from the United States (93.0%). Three overarching themes emerged, comprising cannabis associations with other substance use, mental health, and physical health outcomes. The balance of the evidence associated cannabis use with negative health outcomes, with consistent positive associations with other substance use, psychiatric disorders, and self-harm/suicidality. Few studies examined the therapeutic effects of cannabis, thus limiting the potential to evaluate evidence of efficacy. Priority areas for future research are studies using designs that can examine the directionality of links between cannabis and health in veterans more conclusively, and studies directly examining therapeutic efficacy of cannabis-based therapies in veterans. Methodologically rigorous design will be essential to inform clinical recommendations and practices guidelines in an era of burgeoning access to cannabis.
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Affiliation(s)
- Jasmine Turna
- Michael G. DeGroote Centre for Medicinal Cannabis Research, McMaster University & St. Joseph's Healthcare Hamilton, 100 West 5(th) St, Hamilton, ON L9C 0E3, Canada; Peter Boris Centre for Addictions Research, McMaster University & St. Joseph's Healthcare Hamilton, 100 West 5(th) St, Hamilton, ON L9C 0E3, Canada
| | - James MacKillop
- Michael G. DeGroote Centre for Medicinal Cannabis Research, McMaster University & St. Joseph's Healthcare Hamilton, 100 West 5(th) St, Hamilton, ON L9C 0E3, Canada; Peter Boris Centre for Addictions Research, McMaster University & St. Joseph's Healthcare Hamilton, 100 West 5(th) St, Hamilton, ON L9C 0E3, Canada; Homewood Research Institute, 150 Delhi St. Riverslea Building, Guelph, ON N1E 6K9, Canada.
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4
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Heil J, Zajic S, Albertson E, Brangan A, Jones I, Roberts W, Sabia M, Bodofsky E, Resch A, Rafeq R, Haroz R, Buono R, Ferraro TN, Scheinfeldt L, Salzman M, Baston K. The Genomics of Opioid Addiction Longitudinal Study (GOALS): study design for a prospective evaluation of genetic and non-genetic factors for development of and recovery from opioid use disorder. BMC Med Genomics 2021; 14:16. [PMID: 33413350 PMCID: PMC7792024 DOI: 10.1186/s12920-020-00837-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2020] [Accepted: 11/25/2020] [Indexed: 11/23/2022] Open
Abstract
Background The opioid use disorder and overdose crisis in the United States affects public health as well as social and economic welfare. While several genetic and non-genetic risk factors for opioid use disorder have been identified, many of the genetic associations have not been independently replicated, and it is not well understood how these factors interact. This study is designed to evaluate relationships among these factors prospectively to develop future interventions to help prevent or treat opioid use disorder.
Methods The Genomics of Opioid Addiction Longitudinal Study (GOALS) is a prospective observational study assessing the interplay of genetic and non-genetic by collecting comprehensive genetic and non-genetic information on 400 participants receiving medication for opioid use disorder. Participants will be assessed at four time points over 1 year. A saliva sample will be collected for large-scale genetic data analyses. Non-genetic assessments include validated surveys measuring addiction severity, depression, anxiety, and adverse childhood experiences, as well as treatment outcomes such as urine toxicology results, visit frequency, and number of pre and post-treatment overdoses extracted from electronic medical records. Discussion We will use these complex data to investigate the relative contributions of genetic and non-genetic risk factors to opioid use disorder and related treatment outcomes.
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Affiliation(s)
- Jessica Heil
- Coriell Institute for Medical Research, 403 Haddon Ave, Camden, NJ, 08103, USA. .,Cooper University Health Care, 1 Cooper Plaza, Camden, NJ, 08103, USA.
| | - Stefan Zajic
- Coriell Institute for Medical Research, 403 Haddon Ave, Camden, NJ, 08103, USA
| | - Emily Albertson
- Coriell Institute for Medical Research, 403 Haddon Ave, Camden, NJ, 08103, USA
| | - Andrew Brangan
- Coriell Institute for Medical Research, 403 Haddon Ave, Camden, NJ, 08103, USA
| | - Iris Jones
- Cooper University Health Care, 1 Cooper Plaza, Camden, NJ, 08103, USA
| | - Wendy Roberts
- Coriell Institute for Medical Research, 403 Haddon Ave, Camden, NJ, 08103, USA
| | - Michael Sabia
- Cooper University Health Care, 1 Cooper Plaza, Camden, NJ, 08103, USA
| | - Elliot Bodofsky
- Cooper University Health Care, 1 Cooper Plaza, Camden, NJ, 08103, USA
| | - Alissa Resch
- Coriell Institute for Medical Research, 403 Haddon Ave, Camden, NJ, 08103, USA
| | - Rachel Rafeq
- Cooper University Health Care, 1 Cooper Plaza, Camden, NJ, 08103, USA
| | - Rachel Haroz
- Cooper University Health Care, 1 Cooper Plaza, Camden, NJ, 08103, USA
| | - Russell Buono
- Rowan University, 201 Mullica Hill Rd, Glassboro, NJ, 08028, USA
| | - Thomas N Ferraro
- Rowan University, 201 Mullica Hill Rd, Glassboro, NJ, 08028, USA
| | - Laura Scheinfeldt
- Coriell Institute for Medical Research, 403 Haddon Ave, Camden, NJ, 08103, USA
| | - Matthew Salzman
- Cooper University Health Care, 1 Cooper Plaza, Camden, NJ, 08103, USA
| | - Kaitlan Baston
- Cooper University Health Care, 1 Cooper Plaza, Camden, NJ, 08103, USA
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Serebro M, Sobol-Goldberg S, Feingold D. From Enchantment to Disillusion: A Narrative Exploration of Cannabis Use Disorder Among Young Israeli Combat Veterans. Front Psychiatry 2021; 12:643618. [PMID: 34220568 PMCID: PMC8249726 DOI: 10.3389/fpsyt.2021.643618] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Accepted: 05/24/2021] [Indexed: 11/13/2022] Open
Abstract
Introduction: Substance use is common among military personnel and war veterans, especially combat veterans. Despite substantially high prevalence of cannabis use and Cannabis Use Disorder (CUD) consistently reported among veterans, little is known about psychological factors which may underlie CUD among this population. Methods: In this study, we used narrative analysis in order to interpret retrospective in-depth interviews of combat veterans (N = 12) who were released from mandatory military duty during the past 5 years and currently qualified for a diagnosis of CUD. Participants were recruited from a larger quantitative study were eligible for participation if they screened positive for a diagnosis of CUD according to the Cannabis Use Disorder Identification Test- Revised (CUDIT-R) questionnaire. CUD diagnosis was validated in-person using the cannabis section of the Alcohol Use Disorder and Associated Disabilities Interview Schedule-5 (AUDADIS-5) interview protocol. All interviews were transcribed and coded using the content analysis procedure. Findings: Five main themes were extracted: (a) Traumatic events (b) Attitudes toward cannabis use (c) Combatant identity (d) The role of authority/father figures, and (e) Moral crisis. A meta-theme has been identified, "from enchantment to disillusion," representing a gradual psychological shift from a hopeful, highly motivated stance into the current state of mental rupture and moral injury, which are unsuccessfully compensated by excessive use of cannabis. Conclusions: This study shed light on the etiology of CUD among young combat veterans, highlighting the role of supposed self-medication for trauma and sense of betrayal.
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Affiliation(s)
- Miri Serebro
- MA Program, Psychology Department, Ariel University, Ariel, Israel
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6
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Compton WM, Jones CM. Epidemiology of the U.S. opioid crisis: the importance of the vector. Ann N Y Acad Sci 2019; 1451:130-143. [PMID: 31378974 DOI: 10.1111/nyas.14209] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2019] [Revised: 07/05/2019] [Accepted: 07/17/2019] [Indexed: 12/26/2022]
Abstract
The roots of the remarkably lethal U.S. opioid crisis are complex and inextricably entangled with healthcare, especially in its treatment of another serious health problem: pain. Failures of the healthcare system-including lack of both training in pain management and caution in using an addictive class of medications-precipitated the rise in opioid misuse and addiction over the past two decades, but a wider range of social and economic forces has helped perpetuate the crisis and altered its character. The classic epidemiologic host-agent-environment triad can be augmented for the purpose of elucidating the current opioid crisis by addition of the "vector" to emphasize the importance of purveyors of opioids (licit and illicit), leading to our proposing an expanded host-agent-vector-environment model. Interventions addressing multiple components are needed, including solutions that account for behaviors of all vectors associated with the crisis. For prescription opioids, the vectors include clinicians and pharmaceutical-related companies involved in marketing, prescribing, distributing, and dispensing opioid medications; for illicit opioids, they include drug manufacturing and distribution networks. Attending to the vectors of opioids, while simultaneously implementing a full range of public health, clinical, law enforcement, and other approaches to ending the opioid crisis, may help to improve public health outcomes.
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Affiliation(s)
- Wilson M Compton
- National Institute on Drug Abuse, National Institutes of Health, Bethesda, Maryland
| | - Christopher M Jones
- National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, Georgia
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7
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Patriquin MA, Hamon SC, Harding MJ, Nielsen EM, Newton TF, De La Garza R, Nielsen DA. Genetic moderation of cocaine subjective effects by variation in the TPH1, TPH2, and SLC6A4 serotonin genes. Psychiatr Genet 2017; 27:178-186. [PMID: 28590957 PMCID: PMC5572746 DOI: 10.1097/ypg.0000000000000178] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
OBJECTIVE This study investigated variants of tryptophan hydroxylase (TPH)1, TPH2, and SLC6A4 in the moderation of the subjective effects of cocaine. METHODS Non-treatment-seeking cocaine-dependent individuals (N=66) were intravenously administered saline and cocaine (40 mg) in a randomized order. Participants self-reported subjective effects of cocaine using a visual analog scale starting before administration of saline or cocaine (-15 min) to up to 20 min after infusion. Self-report ratings on the visual analog scale ranged from 0 (no effect) to 100 (greatest effect). Participants were genotyped for the TPH1 rs1799913, TPH2 rs4290270, and SLC6A4 5-HTTLPR variants. Repeated-measures analysis of covariance was used to examine changes in subjective effect scores over time while controlling for population structure. RESULTS Participants carrying the TPH1 rs1799913 A allele reported greater subjective response to cocaine for 'stimulated' and 'access' relative to the CC genotype group. Those carrying the TPH2 rs4290270 A allele reported higher 'good effect' and lower 'depressed' effect relative to the TT genotype group. Those carrying the SLC6A4 5-HTTLPR S' allele reported greater 'desire' and 'access' compared with the L'L' genotype group. CONCLUSION These findings indicate that TPH1, TPH2, and SLC6A4 variants moderate the subjective effects of cocaine in non-treatment-seeking cocaine-dependent participants.
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Affiliation(s)
- Michelle A. Patriquin
- The Menninger Clinic
- The Menninger Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston, TX USA
| | - Sara C. Hamon
- Statistical and Genetic Consulting LLC, Daren, CT USA
| | - Mark J. Harding
- The Menninger Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston, TX USA
- Michael E. DeBakey Veterans Affairs Medical Center; Houston, TX USA
| | - Ellen M. Nielsen
- The Menninger Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston, TX USA
- Michael E. DeBakey Veterans Affairs Medical Center; Houston, TX USA
| | - Thomas F. Newton
- The Menninger Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston, TX USA
| | - Richard De La Garza
- The Menninger Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston, TX USA
- Michael E. DeBakey Veterans Affairs Medical Center; Houston, TX USA
| | - David A. Nielsen
- The Menninger Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston, TX USA
- Michael E. DeBakey Veterans Affairs Medical Center; Houston, TX USA
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8
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Brenton A, Richeimer S, Sharma M, Lee C, Kantorovich S, Blanchard J, Meshkin B. Observational study to calculate addictive risk to opioids: a validation study of a predictive algorithm to evaluate opioid use disorder. PHARMACOGENOMICS & PERSONALIZED MEDICINE 2017; 10:187-195. [PMID: 28572737 PMCID: PMC5441670 DOI: 10.2147/pgpm.s123376] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
Background Opioid abuse in chronic pain patients is a major public health issue, with rapidly increasing addiction rates and deaths from unintentional overdose more than quadrupling since 1999. Purpose This study seeks to determine the predictability of aberrant behavior to opioids using a comprehensive scoring algorithm incorporating phenotypic risk factors and neuroscience-associated single-nucleotide polymorphisms (SNPs). Patients and methods The Proove Opioid Risk (POR) algorithm determines the predictability of aberrant behavior to opioids using a comprehensive scoring algorithm incorporating phenotypic risk factors and neuroscience-associated SNPs. In a validation study with 258 subjects with diagnosed opioid use disorder (OUD) and 650 controls who reported using opioids, the POR successfully categorized patients at high and moderate risks of opioid misuse or abuse with 95.7% sensitivity. Regardless of changes in the prevalence of opioid misuse or abuse, the sensitivity of POR remained >95%. Conclusion The POR correctly stratifies patients into low-, moderate-, and high-risk categories to appropriately identify patients at need for additional guidance, monitoring, or treatment changes.
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Affiliation(s)
| | - Steven Richeimer
- Keck school of Medicine, University of Southern California, Los Angeles, CA.,Departments of Anesthesiology and Psychiatry, University of Southern California, Los Angeles, CA
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Hines LA, Lynskey M, Morley KI, Griffiths P, Gossop M, Powis B, Strang J. The relationship between initial route of heroin administration and speed of transition to daily heroin use. Drug Alcohol Rev 2017; 36:633-638. [PMID: 28470826 DOI: 10.1111/dar.12560] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2016] [Revised: 03/13/2017] [Accepted: 03/17/2017] [Indexed: 12/20/2022]
Abstract
INTRODUCTION AND AIMS The effect of heroin administration route on speed of transition to regular use is unknown. This paper aims to determine whether the speed of transition from initiation of heroin use to daily heroin use differs by route of administration (injecting, chasing/inhaling or snorting). DESIGN AND METHODS Privileged access interviewer survey of purposively selected sample of 395 current people who use heroin (both in and not in treatment) in London, UK (historical sample from 1991). Data on age and year of initiation, time from initiation to daily use and routes of administration were collected by means of a structured questionnaire. Generalised ordered logistic models were used to test the relationship between route of initial administration of heroin and speed of transition to daily heroin use. Analyses were adjusted for gender, ethnicity, daily use of other drug(s) at time of initiation, year of initiation and treatment status at interview. RESULTS After adjustment, participants whose initial administration route was injecting had a 4.71 (95% confidence interval 1.34-16.5) increase in likelihood of progressing to daily use within 1-3 weeks of initiation, compared to those whose initial administration route was non-injecting. DISCUSSION AND CONCLUSIONS The speed of transition from first use to daily heroin use is faster if the individual injects heroin at initiation of use. Those who initiate heroin use through injecting have a shorter time frame for intervention before drug use escalation. [Hines LA, Lynskey M, Morley KI, Griffiths P, Gossop M, Powis B, Strang J. The relationship between initial route of heroin administration and speed of transition to daily heroin use. Drug Alcohol Rev 2017;00:000-000].
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Affiliation(s)
- Lindsey A Hines
- Addictions Department, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Michael Lynskey
- Addictions Department, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Katherine I Morley
- Addictions Department, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Paul Griffiths
- European Monitoring Centre for Drugs and Drug Addiction, Lisbon, Portugal
| | - Michael Gossop
- Addictions Department, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Beverly Powis
- National Offender Management Service, Wolverhampton, UK
| | - John Strang
- Addictions Department, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
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Sharma M, Lee C, Kantorovich S, Tedtaotao M, Smith GA, Brenton A. Validation Study of a Predictive Algorithm to Evaluate Opioid Use Disorder in a Primary Care Setting. Health Serv Res Manag Epidemiol 2017; 4:2333392817717411. [PMID: 28890908 PMCID: PMC5574481 DOI: 10.1177/2333392817717411] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2017] [Accepted: 05/18/2017] [Indexed: 11/21/2022] Open
Abstract
BACKGROUND Opioid abuse in chronic pain patients is a major public health issue. Primary care providers are frequently the first to prescribe opioids to patients suffering from pain, yet do not always have the time or resources to adequately evaluate the risk of opioid use disorder (OUD). PURPOSE This study seeks to determine the predictability of aberrant behavior to opioids using a comprehensive scoring algorithm ("profile") incorporating phenotypic and, more uniquely, genotypic risk factors. METHODS AND RESULTS In a validation study with 452 participants diagnosed with OUD and 1237 controls, the algorithm successfully categorized patients at high and moderate risk of OUD with 91.8% sensitivity. Regardless of changes in the prevalence of OUD, sensitivity of the algorithm remained >90%. CONCLUSION The algorithm correctly stratifies primary care patients into low-, moderate-, and high-risk categories to appropriately identify patients in need for additional guidance, monitoring, or treatment changes.
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Affiliation(s)
| | - Chee Lee
- Proove Biosciences Inc, Irvine, CA, USA
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11
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Xu X, Ji H, Liu G, Wang Q, Liu H, Shen W, Li L, Xie X, Zhou W, Duan S. A significant association between BDNF promoter methylation and the risk of drug addiction. Gene 2016; 584:54-59. [DOI: 10.1016/j.gene.2016.03.010] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2015] [Revised: 01/19/2016] [Accepted: 03/07/2016] [Indexed: 12/11/2022]
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12
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Mistry CJ, Bawor M, Desai D, Marsh DC, Samaan Z. Genetics of Opioid Dependence: A Review of the Genetic Contribution to Opioid Dependence. ACTA ACUST UNITED AC 2014; 10:156-167. [PMID: 25242908 PMCID: PMC4155832 DOI: 10.2174/1573400510666140320000928] [Citation(s) in RCA: 91] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2013] [Revised: 08/14/2013] [Accepted: 01/15/2014] [Indexed: 02/08/2023]
Abstract
This narrative review aims to provide an overview of the impact of opioid dependence and the contribution of genetics to opioid dependence. Epidemiological data demonstrate that opioid dependence is a global trend with far-reaching effects on the social, economic, and health care systems. A review of classical genetic studies of opioid use suggests significant heritability of drug use behavior, however the evidence from molecular genetic studies is inconclusive. Nonetheless, certain genetic variants are important to consider given their role in the pathophysiology of addictive behavior. We undertook a literature review to identify the current state of knowledge regarding the role of genes in opioid dependence. Determining the association of genetic markers could change the current understanding of the various factors contributing to opioid dependence and therefore may improve recognition of individuals at risk for the disorder and prevention and treatment strategies.
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Affiliation(s)
- Chetna J Mistry
- Arts & Science Undergraduate Program, McMaster University, ON, Canada
| | - Monica Bawor
- McMaster Integrative Neuroscience Discovery & Study (MiNDS), McMaster University, ON, Canada
| | - Dipika Desai
- Population Health Research Institute, Hamilton, ON, Canada
| | - David C Marsh
- Northern Ontario School of Medicine, Sudbury, ON, Canada
| | - Zainab Samaan
- Population Health Research Institute, Hamilton, ON, Canada ; Department of Psychiatry and Behavioural Neurosciences, McMaster University, ON, Canada ; Population Genomics Program, Chanchlani Research Centre, McMaster University, ON, Canada ; Department of Clinical Epidemiology and Biostatistics, McMaster University, ON, Canada
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13
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Contributions of social influences and psychopathological factors to cannabis use and dependence in high-school students. Ir J Psychol Med 2014; 22:46-51. [DOI: 10.1017/s0790966700008910] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
AbstractObjectives: To evaluate the relative contributions of peers cannabis use or non use, parental approval of such use, adolescents' own beliefs about use, self-esteem, and depressive and symptoms of borderline personality disorder, in the prediction of cannabis use and dependence.Method: Participants were 257 high-school students who completed questionnaires assessing cannabis use frequency, cannabis dependence, the number of peers using cannabis, the number of peers opposed to cannabis use, parental attitude toward cannabis use, participants' attitude toward use, self-esteem, depressive and borderline symptomatology. Logistic regression analyses were conducted to predict cannabis use, daily use and dependence.Results: The number of peers using cannabis, participants' approval of cannabis use, and the intensity of symptoms of borderline personality disorder were risk factors for use whereas the number of peers opposed to cannabis use was a protective factor. Parental attitudes toward use and participants' depressive symptomatology were not significant independent predictors of use. There were no significant predictors of probable cannabis dependence.Conclusion: To inform adolescents that a significant proportion of them disapprove of cannabis use may be an effective component of prevention of use. Symptoms of borderline personality disorder may account for the association between depression and cannabis use. The social influences and psychopathological factors evaluated in this study did not appear to play a major role in the development of cannabis dependence.
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Sartor CE, Kranzler HR, Gelernter J. Rate of progression from first use to dependence on cocaine or opioids: a cross-substance examination of associated demographic, psychiatric, and childhood risk factors. Addict Behav 2014; 39:473-9. [PMID: 24238782 DOI: 10.1016/j.addbeh.2013.10.021] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2013] [Revised: 09/25/2013] [Accepted: 10/09/2013] [Indexed: 10/26/2022]
Abstract
BACKGROUND A number of demographic factors, psychiatric disorders, and childhood risk factors have been associated with cocaine dependence (CD) and opioid dependence (OD), but little is known about their relevance to the rate at which dependence develops. Identification of the subpopulations at elevated risk for rapid development of dependence and the risk factors that accelerate the course of dependence is an important public health goal. METHODS Data were derived from cocaine dependent (n=6333) and opioid dependent (n=3513) participants in a multi-site study of substance dependence. Mean age was approximately 40 and 40% of participants were women; 51.9% of cocaine dependent participants and 29.5% of opioid dependent participants self-identified as Black/African-American. The time from first use to dependence was calculated for each substance and a range of demographic, psychiatric, and childhood risk factors were entered into ordinal logistic regression models to predict the (categorical) transition time to CD and OD. RESULTS In both the cocaine and opioid models, conduct disorder and childhood physical abuse predicted rapid development of dependence and alcohol and nicotine dependence diagnoses were associated with slower progression to CD or OD. Blacks/African Americans were at greater risk than European Americans to progress rapidly to OD. CONCLUSIONS Only a subset of factors known to be associated with CD and OD predicted the rate at which dependence developed. Nearly all were common to cocaine and opioids, suggesting that sources of influence on the timing of transitions to dependence are shared across the two substances.
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Tapocik JD, Luu TV, Mayo CL, Wang BD, Doyle E, Lee AD, Lee NH, Elmer GI. Neuroplasticity, axonal guidance and micro-RNA genes are associated with morphine self-administration behavior. Addict Biol 2013; 18:480-95. [PMID: 22804800 DOI: 10.1111/j.1369-1600.2012.00470.x] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Neuroadaptations in the ventral striatum (VS) and ventral midbrain (VMB) following chronic opioid administration are thought to contribute to the pathogenesis and persistence of opiate addiction. In order to identify candidate genes involved in these neuroadaptations, we utilized a behavior-genetics strategy designed to associate contingent intravenous drug self-administration with specific patterns of gene expression in inbred mice differentially predisposed to the rewarding effects of morphine. In a Yoked-control paradigm, C57BL/6J mice showed clear morphine-reinforced behavior, whereas DBA/2J mice did not. Moreover, the Yoked-control paradigm revealed the powerful consequences of self-administration versus passive administration at the level of gene expression. Morphine self-administration in the C57BL/6J mice uniquely up- or down-regulated 237 genes in the VS and 131 genes in the VMB. Interestingly, only a handful of the C57BL/6J self-administration genes (<3%) exhibited a similar expression pattern in the DBA/2J mice. Hence, specific sets of genes could be confidently assigned to regional effects of morphine in a contingent- and genotype-dependent manner. Bioinformatics analysis revealed that neuroplasticity, axonal guidance and micro-RNAs (miRNAs) were among the key themes associated with drug self-administration. Noteworthy were the primary miRNA genes H19 and micro-RNA containing gene (Mirg), processed, respectively, to mature miRNAs miR-675 and miR-154, because they are prime candidates to mediate network-like changes in responses to chronic drug administration. These miRNAs have postulated roles in dopaminergic neuron differentiation and mu-opioid receptor regulation. The strategic approach designed to focus on reinforcement-associated genes provides new insight into the role of neuroplasticity pathways and miRNAs in drug addiction.
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Affiliation(s)
| | - Truong V. Luu
- Department of Pharmacology and Physiology; The George Washington University Medical Center; Washington; DC; USA
| | - Cheryl L. Mayo
- Department of Psychiatry; Maryland Psychiatric Research Center; University of Maryland School of Medicine; Baltimore; MD; USA
| | - Bi-Dar Wang
- Department of Pharmacology and Physiology; The George Washington University Medical Center; Washington; DC; USA
| | - Erin Doyle
- Department of Pharmacology and Physiology; The George Washington University Medical Center; Washington; DC; USA
| | - Alec D. Lee
- Department of Pharmacology and Physiology; The George Washington University Medical Center; Washington; DC; USA
| | - Norman H. Lee
- Department of Pharmacology and Physiology; The George Washington University Medical Center; Washington; DC; USA
| | - Greg I. Elmer
- Department of Psychiatry; Maryland Psychiatric Research Center; University of Maryland School of Medicine; Baltimore; MD; USA
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16
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Affiliation(s)
- Anusha Lachman
- a Child and Family Unit, Department of Psychiatry , Stellenbosch University
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Log T, Skurtveit S, Selmer R, Tverdal A, Furu K, Hartz I. The association between prescribed opioid use for mothers and children: a record-linkage study. Eur J Clin Pharmacol 2012; 69:111-8. [DOI: 10.1007/s00228-012-1312-8] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2011] [Accepted: 05/10/2012] [Indexed: 10/28/2022]
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Heath AC, Todorov AA, Nelson EC, Madden PA, Bucholz KK, Martin NG. Gene–Environment Interaction Effects on Behavioral Variation and Risk of Complex Disorders: The Example of Alcoholism and Other Psychiatric Disorders. ACTA ACUST UNITED AC 2012. [DOI: 10.1375/twin.5.1.30] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
AbstractThere have been few replicated examples of genotype x environment interaction effects on behavioral variation or risk of psychiatric disorder. We review some of the factors that have made detection of genotype x environment interaction effects difficult, and show how genotype x shared environment interaction (GxSE) effects are commonly confounded with genetic parameters in data from twin pairs reared together. Historic data on twin pairs reared apart can in principle be used to estimate such GxSE effects, but have rarely been used for this purpose. We illustrate this using previously published data from the Swedish Adoption Twin Study of Aging (SATSA), which suggest that GxSE effects could account for as much as 25% of the total variance in risk of becoming a regular smoker. Since few separated twin pairs will be available for study in the future, we also consider methods for modifying variance components linkage analysis to allow for environmental interactions with linked loci.
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Mayet A, Legleye S, Falissard B, Chau N. Cannabis use stages as predictors of subsequent initiation with other illicit drugs among French adolescents: use of a multi-state model. Addict Behav 2012; 37:160-6. [PMID: 21983294 DOI: 10.1016/j.addbeh.2011.09.012] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2011] [Revised: 09/08/2011] [Accepted: 09/14/2011] [Indexed: 10/17/2022]
Abstract
The aim of this study was to confirm the influence of cannabis use patterns on the probability of initiation with other illicit drugs (OID). A French nationwide retrospective cohort on drug use was reconstituted on 29,393 teenagers. A Markov multi-state model was fitted, modelling all possible pathways from initial abstinence to cannabis initiation, daily cannabis use and OID initiation. The model was adjusted for tobacco and alcohol use. The risk for OID initiation appeared 21 times higher among cannabis experimenters and 124 times higher among daily cannabis users than among non-users. Tobacco and alcohol use were associated with a greater risk of moving on to cannabis initiation (hazard ratio (HR)=1.2 for tobacco initiation, HR=2.6 for daily tobacco use and HR=2.8 for drunkenness initiation). The results of this study provide a confirmation of a stage process in drug use, mediated by cannabis and liable to lead to OID experiment. This is compatible with the literature on the gateway theory, but goes further by modelling the entire sequence of use. OID experiment could be a consequence of initial opportunity to use the more accessible illicit drug, cannabis.
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The atypical stimulant and nootropic modafinil interacts with the dopamine transporter in a different manner than classical cocaine-like inhibitors. PLoS One 2011; 6:e25790. [PMID: 22043293 PMCID: PMC3197159 DOI: 10.1371/journal.pone.0025790] [Citation(s) in RCA: 96] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2011] [Accepted: 09/11/2011] [Indexed: 11/19/2022] Open
Abstract
Modafinil is a mild psychostimulant with pro-cognitive and antidepressant effects. Unlike many conventional stimulants, modafinil has little appreciable potential for abuse, making it a promising therapeutic agent for cocaine addiction. The chief molecular target of modafinil is the dopamine transporter (DAT); however, the mechanistic details underlying modafinil's unique effects remain unknown. Recent studies suggest that the conformational effects of a given DAT ligand influence the magnitude of the ligand's reinforcing properties. For example, the atypical DAT inhibitors benztropine and GBR12909 do not share cocaine's notorious addictive liability, despite having greater binding affinity. Here, we show that the binding mechanism of modafinil is different than cocaine and similar to other atypical inhibitors. We previously established two mutations (W84L and D313N) that increase the likelihood that the DAT will adopt an outward-facing conformational state—these mutations increase the affinity of cocaine-like inhibitors considerably, but have little or opposite effect on atypical inhibitor binding. Thus, a compound's WT/mutant affinity ratio can indicate whether the compound preferentially interacts with a more outward- or inward-facing conformational state. Modafinil displayed affinity ratios similar to those of benztropine, GBR12909 and bupropion (which lack cocaine-like effects in humans), but far different than those of cocaine, β-CFT or methylphenidate. Whereas treatment with zinc (known to stabilize an outward-facing transporter state) increased the affinity of cocaine and methylphenidate two-fold, it had little or no effect on the binding of modafinil, benztropine, bupropion or GBR12909. Additionally, computational modeling of inhibitor binding indicated that while β-CFT and methylphenidate stabilize an “open-to-out” conformation, binding of either modafinil or bupropion gives rise to a more closed conformation. Our findings highlight a mechanistic difference between modafinil and cocaine-like stimulants and further demonstrate that the conformational effects of a given DAT inhibitor influence its phenomenological effects.
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Cumming P, Caprioli D, Dalley JW. What have positron emission tomography and 'Zippy' told us about the neuropharmacology of drug addiction? Br J Pharmacol 2011; 163:1586-604. [PMID: 20846139 PMCID: PMC3166689 DOI: 10.1111/j.1476-5381.2010.01036.x] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2010] [Revised: 08/09/2010] [Accepted: 08/31/2010] [Indexed: 11/27/2022] Open
Abstract
Translational molecular imaging with positron emission tomography (PET) and allied technologies offer unrivalled applications in the discovery of biomarkers and aetiological mechanisms relevant to human disease. Foremost among clinical PET findings during the past two decades of addiction research is the seminal discovery of reduced dopamine D(2/3) receptor expression in the striatum of drug addicts, which could indicate a predisposing factor and/or compensatory reaction to the chronic abuse of stimulant drugs. In parallel, recent years have witnessed significant improvements in the performance of small animal tomographs (microPET) and a refinement of animal models of addiction based on clinically relevant diagnostic criteria. This review surveys the utility of PET in the elucidation of neuropharmacological mechanisms underlying drug addiction. It considers the consequences of chronic drug exposure on regional brain metabolism and neurotransmitter function and identifies those areas where further research is needed, especially concerning the implementation of PET tracers targeting neurotransmitter systems other than dopamine, which increasingly have been implicated in the pathophysiology of drug addiction. In addition, this review considers the causal effects of behavioural traits such as impulsivity and novelty/sensation-seeking on the emergence of compulsive drug-taking. Previous research indicates that spontaneously high-impulsive rats--as exemplified by 'Zippy'--are pre-disposed to escalate intravenous cocaine self-administration, and subsequently to develop compulsive drug taking tendencies that endure despite concurrent adverse consequences of such behaviour, just as in human addiction. The discovery using microPET of pre-existing differences in dopamine D(2/3) receptor expression in the striatum of high-impulsive rats suggests a neural endophenotype that may likewise pre-dispose to stimulant addiction in humans.
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Affiliation(s)
- Paul Cumming
- Department of Nuclear Medicine, Ludwig-Maximilian's University, Munich, Germany
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Merenäkk L, Mäestu J, Nordquist N, Parik J, Oreland L, Loit HM, Harro J. Effects of the serotonin transporter (5-HTTLPR) and α2A-adrenoceptor (C-1291G) genotypes on substance use in children and adolescents: a longitudinal study. Psychopharmacology (Berl) 2011; 215:13-22. [PMID: 21140256 DOI: 10.1007/s00213-010-2109-z] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/11/2010] [Accepted: 11/19/2010] [Indexed: 10/18/2022]
Abstract
RATIONALE AND OBJECTIVE Twin studies suggest that substance use initiation in children and adolescents is determined primarily by environmental influences, whereas the establishment of use patterns is strongly controlled by genetic factors. The present study analysed the effects of the serotonin transporter promoter polymorphism [5-HT transporter gene-linked polymorphic region (5-HTTLPR)] and the α(2A)-adrenoceptor C-1291G genotype (ADRA2A C-1291G) as well as their interaction effects on alcohol, tobacco and drug use from preadolescence to the late adolescence. METHODS Initial sample of 9-year-old children of Estonian Children Personality Behaviour and Health Study (n = 583) was recalled at ages 15 and 18. Participants reported in all waves how frequently they smoked and used alcohol and illicit drugs. RESULTS 5-HTTLPR had age-dependent effects on alcohol, tobacco and drug use: substance use did not differ by genotype at age 9, but at age 15, the participants with the short (s)/s genotype had higher tobacco use, and at age 18, they were more active alcohol, drug and tobacco users. Effects of ADRA2A C-1291G on drug use were dependent on gender, age and 5-HTTLPR. Males (age 18) with ADRA2A CG genotype, when compared to other participants, tended to have higher drug use especially when they had s/s genotype of 5-HTTLPR. CONCLUSIONS Our results reveal that expression of genetic vulnerability for substance use in children and adolescents may depend on age, gender, interaction of genes, and type of substance.
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Affiliation(s)
- Liis Merenäkk
- Department of Public Health, Estonian Centre of Behavioural and Health Sciences, University of Tartu, Tartu, Estonia
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Picetti R, Ho A, Butelman ER, Kreek MJ. Dose preference and dose escalation in extended-access cocaine self-administration in Fischer and Lewis rats. Psychopharmacology (Berl) 2010; 211:313-23. [PMID: 20559822 PMCID: PMC2926930 DOI: 10.1007/s00213-010-1899-3] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/26/2010] [Accepted: 05/26/2010] [Indexed: 01/15/2023]
Abstract
RATIONALE Drug addiction is a disease with a genetic component that may be involved in different stages of its progression. Cocaine users escalate unit doses and frequency of self-administration events in naturalistic settings. Rats that self-administer drugs of abuse over extended sessions increase the number of infusions over days. OBJECTIVES Comparison of two genetically different inbred rat strains, Fischer and Lewis, in a new self-administration paradigm whereby rats select between different unit doses of cocaine, thus potentially escalating the unit dose and the number of infusions. METHODS Extended (18 h/day) self-administration sessions lasted for 14 days. Rats had access to two active levers associated with two different unit doses of cocaine. If a rat showed preference for the higher unit dose, then the available doses were escalated in the following session. Four cocaine unit doses were available (0.2, 0.5, 1.25, and 2.5 mg/kg/infusion). RESULTS Lewis rats showed a clear preference for the two higher doses of cocaine (70% of rats), with a high percentage (35%) of the individuals escalating to the highest unit dose, and escalated the total amount of cocaine taken over days. Fischer rats, however, preferred the two lower doses (63%) and did not escalate the amount of cocaine taken over days. Fischer, but not Lewis, rats showed an activated hypothalamic-pituitary-adrenal axis in acute withdrawal (24 h). CONCLUSION This work shows the power of a model of extended-access self-administration that allows for the subject-controlled dose-escalation of the unit dose of cocaine, and underlines the genetic differences that modulate cocaine intake.
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Affiliation(s)
- Roberto Picetti
- Laboratory of the Biology of Addictive Diseases, The Rockefeller University, 1230 York Avenue, Box 171, New York, NY 10065, USA.
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24
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Verweij KJ, Zietsch BP, Lynskey MT, Medland SE, Neale MC, Martin NG, Boomsma DI, Vink JM. Genetic and environmental influences on cannabis use initiation and problematic use: a meta-analysis of twin studies. Addiction 2010; 105:417-30. [PMID: 20402985 PMCID: PMC2858354 DOI: 10.1111/j.1360-0443.2009.02831.x] [Citation(s) in RCA: 192] [Impact Index Per Article: 13.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
BACKGROUND Because cannabis use is associated with social, physical and psychological problems, it is important to know what causes some individuals to initiate cannabis use and a subset of those to become problematic users. Previous twin studies found evidence for both genetic and environmental influences on vulnerability, but due to considerable variation in the results it is difficult to draw clear conclusions regarding the relative magnitude of these influences. METHODS A systematic literature search identified 28 twin studies on cannabis use initiation and 24 studies on problematic cannabis use. The proportion of total variance accounted for by genes (A), shared environment (C) and unshared environment (E) in (i) initiation of cannabis use and (ii) problematic cannabis use was calculated by averaging corresponding A, C and E estimates across studies from independent cohorts and weighting by sample size. RESULTS For cannabis use initiation, A, C and E estimates were 48%, 25% and 27% in males and 40%, 39% and 21% in females. For problematic cannabis use A, C and E estimates were 51%, 20% and 29% for males and 59%, 15% and 26% for females. Confidence intervals of these estimates are considerably narrower than those in the source studies. CONCLUSIONS Our results indicate that vulnerability to both cannabis use initiation and problematic use was influenced significantly by A, C and E. There was a trend for a greater C and lesser A component for cannabis use initiation compared to problematic use for females.
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Affiliation(s)
- Karin J.H. Verweij
- Genetic Epidemiology, Queensland Institute of Medical Research, Brisbane, Queensland, Australia, School of Psychology, University of Queensland, Brisbane, Queensland, Australia, Department of Biological Psychology, VU University, Amsterdam, the Netherlands
| | - Brendan P. Zietsch
- Genetic Epidemiology, Queensland Institute of Medical Research, Brisbane, Queensland, Australia, School of Psychology, University of Queensland, Brisbane, Queensland, Australia
| | - Michael T. Lynskey
- Department of Psychiatry, Washington University School of Medicine, St Louis, MO, USA
| | - Sarah E. Medland
- Genetic Epidemiology, Queensland Institute of Medical Research, Brisbane, Queensland, Australia
| | - Michael C. Neale
- Virginia Institute for Psychiatric and Behavioural Genetics, Virginia Commonwealth University, Richmond, VA, USA
| | - Nicholas G. Martin
- Genetic Epidemiology, Queensland Institute of Medical Research, Brisbane, Queensland, Australia
| | - Dorret I. Boomsma
- Department of Biological Psychology, VU University, Amsterdam, the Netherlands
| | - Jacqueline M. Vink
- Department of Biological Psychology, VU University, Amsterdam, the Netherlands
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Ehlers CL, Gizer IR, Vieten C, Gilder DA, Stouffer GM, Lau P, Wilhelmsen KC. Cannabis dependence in the San Francisco Family Study: age of onset of use, DSM-IV symptoms, withdrawal, and heritability. Addict Behav 2010; 35:102-10. [PMID: 19818563 DOI: 10.1016/j.addbeh.2009.09.009] [Citation(s) in RCA: 70] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2009] [Revised: 07/31/2009] [Accepted: 09/03/2009] [Indexed: 11/15/2022]
Abstract
Cannabis is the most widely used illicit drug in the United States, yet the role of genetics in individual symptoms associated with cannabis use disorders has not been evaluated. The purpose of the present set of analyses was to describe the symptomatology and estimate the heritability of DSM-IV criteria/symptoms of cannabis dependence in a large sample of families. Participants were 2524 adults, participating in the University of California San Francisco (UCSF) Family Study of alcoholism. Seventy percent of the sample had ever used cannabis and 13.9% met DSM-IV criteria for cannabis dependence. Younger age at first cannabis use was found to be significantly associated with a shortened survival to becoming cannabis dependent. Although a greater percentage of men met criteria for cannabis dependence, women were found to demonstrate "telescoping" as indexed by a shorter survival time from initial use to dependence as compared to men. A cannabis withdrawal syndrome was identified in users, the primary symptoms of which were nervousness, appetite change, and sleep disturbance. Cannabis use (h(2)=0.31) and dependence (h(2)=0.20), age at first use, individual DSM-IV criteria for dependence, and cannabis-use associated symptoms of depression, trouble concentrating and paranoia were all found to be heritable. These findings suggest that within this population that cannabis use and dependence, as well as individual cannabis dependence symptoms have a significant heritable component, that cannabis dependence is more likely to occur when use begins during adolescence, and that the cannabis dependence syndrome includes a number of heritable untoward psychiatric side effects including withdrawal.
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Affiliation(s)
- Cindy L Ehlers
- Department of Molecular and Integrative Neurosciences, The Scripps Research Institute, 10550 North Torrey Pines Road, SP30-1501, La Jolla, CA 92037, USA.
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26
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Walsh SL, Donny EC, Nuzzo PA, Umbricht A, Bigelow GE. Cocaine abuse versus cocaine dependence: cocaine self-administration and pharmacodynamic response in the human laboratory. Drug Alcohol Depend 2010; 106:28-37. [PMID: 19717246 PMCID: PMC2815181 DOI: 10.1016/j.drugalcdep.2009.07.011] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/24/2009] [Revised: 07/28/2009] [Accepted: 07/29/2009] [Indexed: 10/20/2022]
Abstract
Cocaine has high abuse liability but only a subset of individuals who experiment with it develop dependence. The DSM-IV (APA. Diagnostic and Statistical Manual of Mental Disorders DSM-IV-R. American Psychiatric Association, Washington, DC, 2000) provides criteria for diagnosing cocaine abuse and cocaine dependence as distinct disorders- the latter characterized by additional symptoms related to loss of control over drug use. In this study, two groups of cocaine users (n=8/group), matched on demographic factors and length of cocaine use history and meeting criteria for either cocaine abuse (CocAb) or cocaine dependence (CocDep), were compared on (1) measures related to impulsivity and sensation seeking, (2) response to experimenter-administered cocaine (0, 12.5, 25 and 50mg/70 kg, i.v.), and (3) cocaine self-administration using a Relapse Choice and a Progressive Ratio Procedure (0, 12.5 and 25mg/70 kg, i.v.). Groups did not differ on impulsivity or sensation seeking scores. After experimenter-administered cocaine, the CocAb group reported feeling more suspicious and observers rated them significantly higher on unpleasant effects (e.g., irritability, difficulty concentrating). In contrast, the CocDep group reported significantly greater desire for cocaine, which was sustained over the course of the study, and gave higher street value estimates for cocaine (p<0.05). While cocaine self-administration was dose-related and generally comparable across the two procedures, the CocDep users chose to take significantly more cocaine than the CocAb users. These data suggest that, while regular long-term users of cocaine with cocaine abuse or dependence diagnoses cannot be distinguished by trait measures related to impulsivity, they do exhibit significant differences with regard to cocaine-directed behavior and response to cocaine administration.
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Affiliation(s)
- Sharon L. Walsh
- University of Kentucky College of Medicine, Center on Drug and Alcohol Research, Department of Behavioral Science, 515 Oldham Court, Lexington, KY 40502
| | - Eric C. Donny
- University of Pittsburgh, Department of Psychology, 4119 Sennott Square, Pittsburgh, PA 15260
| | - Paul A. Nuzzo
- University of Kentucky College of Medicine, Center on Drug and Alcohol Research, Department of Behavioral Science, 515 Oldham Court, Lexington, KY 40502
| | - Annie Umbricht
- Johns Hopkins University School of Medicine, Behavioral Pharmacology Research Unit, 5510 Nathan Shock Drive, Baltimore, MD 21224
| | - George E. Bigelow
- Johns Hopkins University School of Medicine, Behavioral Pharmacology Research Unit, 5510 Nathan Shock Drive, Baltimore, MD 21224
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Grant JD, Lynskey MT, Scherrer JF, Agrawal A, Heath AC, Bucholz KK. A cotwin-control analysis of drug use and abuse/dependence risk associated with early-onset cannabis use. Addict Behav 2010; 35:35-41. [PMID: 19717242 DOI: 10.1016/j.addbeh.2009.08.006] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2008] [Revised: 06/05/2009] [Accepted: 08/06/2009] [Indexed: 11/19/2022]
Abstract
We assessed whether, after controlling for genetic and shared environmental influences, early cannabis use remains a significant predictor of other drug use, abuse, and dependence, and whether the risk for early-users is greater than that for later cannabis users. Data from a 1992 telephone diagnostic interview of 8169 male twins (M=42.0 years at interview) who served in the U.S. military during the Vietnam-era were used to identify a subsample of 293 monozygotic (MZ) and dizygotic (DZ) twin pairs discordant for early cannabis use (before age 18). Using cotwin-control analyses, outcomes assessed were: lifetime illegal drug use (stimulant/cocaine, sedative, opiate, and hallucinogen/PCP), lifetime DSM-III-R illegal drug abuse/dependence, and lifetime DSM-III-R alcohol dependence. After controlling for covariates, early cannabis users were at greater risk than their later/never-using cotwins for 8 of 9 substance-related comparisons, including: using other illegal drugs (ORs: 2.71-4.09), having illegal drug abuse/dependence (ORs: 2.02-2.13), and developing alcohol dependence (OR=2.36). When analyses were limited to pairs in which the cotwin used cannabis later, early and later-users only differed significantly on sedative, opiate, and hallucinogen use. After familial influences on early cannabis use were controlled for, cannabis use-regardless of the age of initiation-still conferred increased risk of other illegal drug use, drug abuse/dependence, and alcohol dependence. In contrast to previous research, there is limited evidence for increased risk associated with early-onset use in this sample of Vietnam-era veterans.
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Affiliation(s)
- Julia D Grant
- The Midwest Alcoholism Research Center at Washington University, Department of Psychiatry, Washington University School of Medicine, St. Louis, MO 63110, USA.
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28
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Wheeler JM, Reed C, Burkhart-Kasch S, Li N, Cunningham CL, Janowsky A, Franken FH, Wiren KM, Hashimoto JG, Scibelli AC, Phillips TJ. Genetically correlated effects of selective breeding for high and low methamphetamine consumption. GENES BRAIN AND BEHAVIOR 2009; 8:758-71. [PMID: 19689456 DOI: 10.1111/j.1601-183x.2009.00522.x] [Citation(s) in RCA: 66] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Improved prevention and treatment of drug addiction will require deeper understanding of genetic factors contributing to susceptibility to excessive drug use. Intravenous operant self-administration methods have greatly advanced understanding of behavioral traits related to addiction. However, these methods are not suitable for large-scale genetic experiments in mice. Selective breeding of mice can aggregate 'addiction alleles' in a model that has the potential to identify coordinated effects of multiple genes. We produced mouse lines that orally self-administer high (MAHDR) or low (MALDR) amounts of methamphetamine, representing the first demonstration of selective breeding for self-administration of any psychostimulant drug. Conditioned place preference and taste aversion results indicate that MAHDR mice are relatively more sensitive to the rewarding effects and less sensitive to the aversive effects of methamphetamine, compared to MALDR mice. These results validate the oral route of self-administration for investigation of the motivational effects of methamphetamine and provide a viable alternative to intravenous self-administration procedures. Gene expression results for a subset of genes relevant to addiction-related processes suggest differential regulation by methamphetamine of apoptosis and immune pathways in the nucleus accumbens of MAHDR and MALDR mice. In each line, methamphetamine reduced an allostatic state by bringing gene expression back toward 'normal' levels. Genes differentially expressed in the drug-naï ve state, including Slc6a4 (serotonin transporter), Htr3a (serotonin receptor 3A), Rela [nuclear factor kappaB (NFkappaB)] and Fos (cFos), represent candidates whose expression levels may predict methamphetamine consumption and susceptibility to methamphetamine reward and aversion.
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Affiliation(s)
- J M Wheeler
- Department of Behavioral Neuroscience, Oregon Health & Science University, Portland, OR, USA
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Sartor CE, Agrawal A, Lynskey MT, Bucholz KK, Madden PA, Heath AC. Common genetic influences on the timing of first use for alcohol, cigarettes, and cannabis in young African-American women. Drug Alcohol Depend 2009; 102:49-55. [PMID: 19261395 PMCID: PMC3032586 DOI: 10.1016/j.drugalcdep.2008.12.013] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/15/2008] [Revised: 12/05/2008] [Accepted: 12/31/2008] [Indexed: 10/21/2022]
Abstract
The risks associated with early age at initiation for alcohol, cigarette, and cannabis use are well documented, yet the timing of first use has rarely been studied in genetically informative frameworks, leaving the relative contributions of genetic and environmental factors to age at initiation largely unknown. The current study assessed overlap in heritable and environmental influences on the timing of initiation across these three substances in African-American women, using a sample of 462 female twins (100 monozygotic and 131 dizygotic pairs) from the Missouri Adolescent Female Twin Study. Mean age at the time of interview was 25.1 years. Ages at first use of alcohol, cigarettes, and cannabis were gathered in diagnostic interviews administered over the telephone. Standard genetic analyses were conducted with substance use initiation variables categorized as never, late, and early onset. Variance in the timing of first use was attributable in large part to genetic sources: 44% for alcohol, 62% for cigarettes, and 77% for cannabis. Genetic correlations across substances ranged from 0.25 to 0.70. Shared environmental influences were modest for alcohol (10%) and absent for cigarettes and cannabis. Findings contrast with reports from earlier studies based on primarily Caucasian samples, which have suggested a substantial role for shared environment on substance use initiation when measured as lifetime use. By characterizing onset as timing of first use, we may be tapping a separate construct. Differences in findings may also reflect a distinct etiological pathway for substance use initiation in African-American women that could not be detected in previous studies.
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Affiliation(s)
- Carolyn E. Sartor
- Corresponding author at: Department of Psychiatry, Washington University School of Medicine, 660 South Euclid Avenue, Campus Box 8134, St. Louis, MO 63110, USA. Tel.: +1 314 747 1415; fax: +1 314 286 2213. (C.E. Sartor)
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Gillespie NA, Neale MC, Jacobson K, Kendler KS. Modeling the genetic and environmental association between peer group deviance and cannabis use in male twins. Addiction 2009; 104:420-9. [PMID: 19207350 PMCID: PMC2844883 DOI: 10.1111/j.1360-0443.2008.02457.x] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
BACKGROUND Peer group deviance (PGD) is linked strongly to liability to drug use, including cannabis. Our aim was to model the genetic and environmental association, including direction of causation, between PGD and cannabis use (CU). METHOD Results were based on 1736 to 1765 adult males from the Mid-Atlantic Twin Registry with complete CU and PGD data measured retrospectively at three time-intervals between 15 and 25 years using a life-history calendar. RESULTS At all ages, multivariate modeling showed that familial aggregation in PGD was explained by a combination of additive genetic and shared environmental effects. Moreover, the significant PGD-CU association was best explained by a CU-->PGD causal model in which large portions of the additive genetic (50-78%) and shared environmental variance (25-73%) in PGD were explained by CU. CONCLUSIONS Until recently PGD was assumed to be an environmental, upstream risk factor for CU. Our data are not consistent with this hypothesis. Rather, they suggest that the liability to affiliate with deviant peers is explained more clearly by a combination of genetic and environmental factors that are indexed by CU which sits as a 'risk indicator' in the causal pathway between genetic and environmental risks and the expression of PGD. This is consistent with a process of social selection by which the genetic and environmental risks in CU largely drive the propensity to affiliate with deviant peers.
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Affiliation(s)
- Nathan A Gillespie
- Department of Psychiatry, Virginia Commonwealth University, Richmond, VA 23219-1534, USA.
| | | | | | - Kenneth S Kendler
- Department of Psychiatry, Virginia Commonwealth University,Department of Human Genetics, Virginia Commonwealth University
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Gillespie NA, Neale MC, Kendler KS. Pathways to cannabis abuse: a multi-stage model from cannabis availability, cannabis initiation and progression to abuse. Addiction 2009; 104:430-8. [PMID: 19207351 PMCID: PMC2844887 DOI: 10.1111/j.1360-0443.2008.02456.x] [Citation(s) in RCA: 83] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
AIMS Although previous twin studies have modeled the association between drug initiation and abuse, none has included the obvious risk factor of drug availability. Our aim is to determine whether the genetic and environmental risk factors for cannabis availability also generate variation in cannabis initiation and/or progression to DSM-IV symptoms of abuse. DESIGN We used multi-stage modeling, also known as causal-common-contingent (CCC) analysis, to partition the genetic and environmental factors into common and stage-specific components. PARTICIPANTS This report is based on data collected from 1772 adult males from the Mid Atlantic Twin Registry. MEASUREMENTS The twins participated in two structured interviews which included clinical and non-clinical measures of cannabis abuse as well as retrospective assessments of perceived cannabis availability between ages 8 and 25 years. FINDINGS Cannabis availability explained almost all the shared environmental risks in cannabis initiation and abuse. The influence of availability on the symptoms of abuse was indirect and mediated entirely by cannabis initiation. CONCLUSION These findings have begun to elucidate the causal processes underlying the liability to drug use and abuse in terms of putative risk factors. Specifically, our results show that the latent shared environmental factors in cannabis initiation and abuse can be explained by measured aspects of the shared environment--those responsible for variation in cannabis availability.
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Affiliation(s)
- Nathan A Gillespie
- Department of Psychiatry, Virginia Commonwealth University, Richmond, VA 23219-1534, USA.
| | | | - Kenneth S Kendler
- Department of Pychiatry, Virginia Commonwealth University,Department of Human Genetics, Virginia Commonwealth University
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Prevalence and correlates of dual diagnoses in U.S. Latinos. Drug Alcohol Depend 2009; 100:32-8. [PMID: 19028025 PMCID: PMC3578213 DOI: 10.1016/j.drugalcdep.2008.08.018] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/13/2008] [Revised: 08/26/2008] [Accepted: 08/28/2008] [Indexed: 11/22/2022]
Abstract
AIM To examine the population prevalence, patterns of onset, and important demographic covariates for dual (co-occurring) diagnoses of substance and non-substance mental disorders. DESIGN A nationally representative sample of U.S. Latino adults was interviewed face-to-face. MEASUREMENTS Estimates were made using data from the National Latino and Asian Services Survey (NLAAS) using the World Health Organization CIDI, DSM-IV criteria, for case ascertainment. FINDINGS U.S. born Latinos are much more likely to report a dual diagnoses than are foreign born Latinos in both sexes; 16.88% vs. 5.02% for males (p<0.000), and 7.48% vs. 0.58% for women (p<.000). Total dual diagnoses prevalence was 6.79%, with non-substance mental disorder occurring first 70% of the time, with an earlier age of onset for U.S. Latinos. Immigrants were less likely to be positive for dual diagnoses (OR=0.234, p=<0.0001), or any substance disorder diagnosis (OR=0.261, p=<.0001), if they reported lifetime substance use when compared to U.S. born Latinos. CONCLUSIONS Latino adults residing in the U.S. have one-fourth the risk of dual diagnoses compared to the U.S. population. Most of this difference is accounted for by lower rates of substance and non-substance disorders and a lower propensity for progression from substance use to substance use disorders, combined with a later age of onset for mental disorders among immigrants. Immigrant women rarely reported dual diagnoses. We recommend bio-behavioral models and transnational studies to identify life course factors contributing to dual diagnoses among U.S. born Latinos.
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Abstract
Stress is a well-known risk factor in the development of addiction and in addiction relapse vulnerability. A series of population-based and epidemiological studies have identified specific stressors and individual-level variables that are predictive of substance use and abuse. Preclinical research also shows that stress exposure enhances drug self-administration and reinstates drug seeking in drug-experienced animals. The deleterious effects of early life stress, child maltreatment, and accumulated adversity on alterations in the corticotropin releasing factor and hypothalamic-pituitary-adrenal axis (CRF/HPA), the extrahypothalamic CRF, the autonomic arousal, and the central noradrenergic systems are also presented. The effects of these alterations on the corticostriatal-limbic motivational, learning, and adaptation systems that include mesolimbic dopamine, glutamate, and gamma-amino-butyric acid (GABA) pathways are discussed as the underlying pathophysiology associated with stress-related risk of addiction. The effects of regular and chronic drug use on alterations in these stress and motivational systems are also reviewed, with specific attention to the impact of these adaptations on stress regulation, impulse control, and perpetuation of compulsive drug seeking and relapse susceptibility. Finally, research gaps in furthering our understanding of the association between stress and addiction are presented, with the hope that addressing these unanswered questions will significantly influence new prevention and treatment strategies to address vulnerability to addiction.
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Affiliation(s)
- Rajita Sinha
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT 06515, USA.
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Hser YI, Evans E, Huang D, Brecht ML, Li L. Comparing the dynamic course of heroin, cocaine, and methamphetamine use over 10 years. Addict Behav 2008; 33:1581-9. [PMID: 18790574 DOI: 10.1016/j.addbeh.2008.07.024] [Citation(s) in RCA: 63] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2007] [Revised: 07/16/2008] [Accepted: 07/29/2008] [Indexed: 11/16/2022]
Abstract
To examine dynamic changes in drug-use trajectories over time we analyzed episode types and predictors of quitting use over the 10 years following drug-use initiation for 1797 heroin, cocaine, and methamphetamine (meth) users. Most episodes reflected high use and incarceration, however these events occurred more frequently among heroin and meth users. Quitting was predicted by current treatment and self-help participation among meth (RR 2.57, 1.79-3.70; 2.57, 1.80-3.67) and cocaine (RR 2.00, 1.42-2.81; 2.10, 1.63-2.72) users, and by a history of quitting for meth users (RR 1.11, 1.06-1.17). Quitting was less likely among all users under legal supervision (RR 0.55-0.69) and among heroin (RR 0.66, 0.45-0.97) and meth users (RR 0.73, 0.60-0.89) with an early drug-use onset. Relative to cocaine or meth use, heroin use was characterized by persistent use at a high-level which was often only interrupted by incarceration. While quitting drug use can be facilitated by treatment and/or self-help participation, few people had these experiences in the 10 years following first use.
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Affiliation(s)
- Yih-Ing Hser
- UCLA Integrated Substance Abuse Programs, Semel Institute for Neuroscience and Human Behavior, University of California, 1640 S. Sepulveda Blvd., 200, Los Angeles, CA 90025, USA.
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Abstract
The purpose of this review is to highlight some of the issues that need to be addressed to optimally use functional neuroimaging as a clinical tool to predict outcomes in substance use disorders. First, the importance of recognizing the clinical heterogeneity of the substance use disorders population is highlighted. We also emphasize that empirical and theoretical analyses support the idea that the courses of substance use disorders are relatively independent of the types of substance being used. Second, various approaches to the measurement and characterization of the longitudinal courses of substance use disorders are summarized. Third, predictors of outcomes are reviewed and their limitations are discussed. Within this context, we describe aspects of our work that focus on using functional magnetic resonance imaging to predict outcomes. Fourth, we discuss future directions, critical experiments, and the utility of functional neuroimaging as a clinical tool.
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Affiliation(s)
- Martina Reske
- Department of Psychiatry, University of California San Diego, La Jolla, CA92037-0985, USA
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Heiman GA, Ogburn E, Gorroochurn P, Keyes KM, Hasin D. Evidence for a two-stage model of dependence using the NESARC and its implications for genetic association studies. Drug Alcohol Depend 2008; 92:258-66. [PMID: 17933473 PMCID: PMC2266584 DOI: 10.1016/j.drugalcdep.2007.08.007] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/01/2006] [Revised: 08/11/2007] [Accepted: 08/15/2007] [Indexed: 02/07/2023]
Abstract
Some twin studies suggest that substance initiation and dependence are part of a complex, two-stage process and that some genetic influences are stage-specific, acting on either the transition from abstinence to initiation, or on the transition from use to dependence. However, questions remain about the two-stage model, especially for illicit drugs. Using a familial aggregation design, we tested the hypothesized two-stage model of dependence on illicit substances and alcohol in a large, nationally representative sample. Family history of drug or alcohol problems is significantly associated with initiation that does not progress to dependence (i.e., conditional initiation). Furthermore, family history of drug or alcohol problems is significantly associated with dependence even after conditioning on factors influencing initiation (i.e., conditional dependence). These results suggest that substance initiation and dependence involve at least partially distinct familial factors. The possibility that different genetic factors affect initiation and dependence has important implications for control group selection in case-control genetic association studies, and may explain some inconsistent results for drug dependence. If some genetic factors are stage-specific (i.e., not common across initiation and dependence), inclusion of abstainers in the control group may mix the genetic effects for initiation with those for transition to dependence, providing unclear results. Depending on the specific question about the nature of the genetic effect (whether on initiation, on dependence, or both), investigators designing case-control genetic association studies should carefully consider inclusion and exclusion criteria of the control group.
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Affiliation(s)
- Gary A Heiman
- Department of Genetics, Rutgers University, 145 Bevier Road, Piscataway, NJ 08854, USA
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Vega WA, Chen KW, Williams J. Smoking, drugs, and other behavioral health problems among multiethnic adolescents in the NHSDA. Addict Behav 2007; 32:1949-56. [PMID: 17254715 DOI: 10.1016/j.addbeh.2006.12.022] [Citation(s) in RCA: 56] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2006] [Revised: 11/16/2006] [Accepted: 12/14/2006] [Indexed: 11/17/2022]
Abstract
Data from the NHSDA (2000) which contained screening measures for assessing risk for DSM-IV psychiatric disorders, were used to estimate smoking prevalence and its association with these disorders, among European American, Hispanic, and African American adolescents. Prevalence estimates, odds ratios, and hazard models were used to compare ethnic subgroups. European American and Hispanic adolescents born in the U.S. had a higher prevalence of smoking and DSM-IV tobacco dependence, and girls were higher than boys. Lifetime smokers had statistically significant odds ratios for anxiety, affective, substance use, and any behavior disorder, while Current smokers had a similar risk pattern except anxiety disorder. The increased risk for substance use disorder among smokers was notably higher. A hazard analysis showed that early onset of smoking (before 12 years) was related to earlier illicit drug use initiation as contrasted with later onset (12 years +), and non-smoking sharply reduced risk and delayed initiation into drug use. African American and Hispanic immigrants had lower risk of smoking initiation and tobacco dependence, however, ethnic group adolescents who initiated smoking shared increased risk of addictive and non-addictive disorders.
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Affiliation(s)
- William A Vega
- Department of Psychiatry, Robert Wood Johnson Medical School, Piscataway, NJ 08854, United States.
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Ishiguro H, Walther D, Arinami T, Uhl GR. Variation in a bicarbonate co-transporter gene family member SLC4A7 is associated with propensity to addictions: a study using fine-mapping and three samples. Addiction 2007; 102:1320-5. [PMID: 17624982 DOI: 10.1111/j.1360-0443.2007.01877.x] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
AIMS Classical genetic studies consistently reveal substantial heritability for addictions. However, the genes that harbour the variations providing these genetic influences remain largely unknown. We have focused attention on 'reproducible substance abuse vulnerability' (rSA) genomic regions, where linkage and association studies performed in several population provide evidence for such variations. DESIGN We nominated rSA1 on human chromosome 3p23 within a 5 Mb region. We sought to replicate this finding and identify variations within this region. SETTING We examine the role of allelic variations in the SLC4A7 gene, a member of the bicarbonate co-transporter family that is expressed in tissues including brain and kidney. PARTICIPANTS A total of 1158 unrelated individuals with informed consent about the genetic study were recruited from three independent populations. MEASUREMENTS The single nucleotide polymorphism (SNP) markers in the SLC4A7 gene were analysed by case-control study. FINDINGS The rs3278 is associated reliably with substance abuse vulnerability in (1) a European American sample selected from pedigrees within the Collaborative Study on the Genetics of Alcoholism (COGA; nominal P = 0.03); (2) an African American sample recruited by the National Institute on Drug Abuse (NIDA; nominal P = 0.008); and (3) a NIDA European American sample (P = 0.001). CONCLUSIONS While the current results do not exclude additional roles for allelic variants in nearby genes, they do suggest that SLC4A7 allelic variants might alter dispositions and/or excretion of drugs and neurotransmitters in brain and periphery in ways that could contribute to differential vulnerabilities to addictions. SLC4A7 is thus a novel candidate in the contribution to vulnerability to addictions.
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Affiliation(s)
- Hiroki Ishiguro
- Molecular Neurobiology Branch, NIH-IRP, NIDA, DHHS, Baltimore, MD, USA.
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Ehlers CL, Wall TL, Corey L, Lau P, Gilder DA, Wilhelmsen K. Heritability of illicit drug use and transition to dependence in Southwest California Indians. Psychiatr Genet 2007; 17:171-6. [PMID: 17417061 DOI: 10.1097/01.ypg.0000242201.56342.1a] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE Native Americans have high rates of drug use and dependence yet little is known concerning its etiology or clinical course. These analyses were conducted to describe the heritability of the use of a variety of illicit drugs, as well as the conditional probability of transitioning from use to dependence for each drug class in a community sample of Native American men and women. METHODS The sample included 460 participants (190 men and 270 women), recruited through community effort, from eight contiguous Indian reservations in Southern California. Participants were assessed using the Semi-Structured Assessment for the Genetics of Alcoholism. The Semi-Structured Assessment for the Genetics of Alcoholism interview retrospectively asks about the initial use and drug dependence of the following illicit drug classes: marijuana, cocaine, stimulants, sedatives, opiates, hallucinogens, and solvents. Heritability of initial use was determined using SOLAR (http://www.sfbr.org/solar/). RESULTS Ninety-one percent of this select Indian population had tried at least one of the illicit drug classes. The most commonly tried substance was marijuana (88%), followed by stimulants (60%), cocaine (44%), hallucinogens (34%), and solvents (20%). The heritability of initiation of drug use ranged from 0.14 for cocaine to 0.59 for marijuana. The conditional probability of transition from initiation to drug dependence ranged from 0.66 for stimulants to 0.06 for hallucinogens. CONCLUSIONS These findings suggest that heritability of the initiation of substance use, in Southwest California Indians, may be similar to other population samples. In this population, however, high rates of dependence on marijuana, opiates, and stimulants are seen once initiation of the use of the substance has occurred.
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Affiliation(s)
- Cindy L Ehlers
- Department of Neuropharmacology, The Scripps Research Institute, La Jolla, CA 92037, USA.
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Ballantyne JC, LaForge SK. Opioid dependence and addiction during opioid treatment of chronic pain. Pain 2007; 129:235-255. [PMID: 17482363 DOI: 10.1016/j.pain.2007.03.028] [Citation(s) in RCA: 327] [Impact Index Per Article: 19.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2006] [Revised: 02/22/2007] [Accepted: 03/23/2007] [Indexed: 11/23/2022]
Abstract
Throughout the long history of opioid drug use by humans, it has been known that opioids are powerful analgesics, but they can cause addiction. It has also been observed, and is now substantiated by multiple reports and studies, that during opioid treatment of severe and short-term pain, addiction arises only rarely. However, when opioids are extended to patients with chronic pain, and therapeutic opioid use is not confined to patients with severe and short-lived pain, compulsive opioid seeking and addiction arising directly from opioid treatment of pain become more visible. Although the epidemiological evidence base currently available is rudimentary, it appears that problematic opioid use arises in some fraction of opioid-treated chronic pain patients, and that problematic behaviors and addiction are problems that need to be addressed. Since the potentially devastating effects of addiction can substantially offset the benefits of opioid pain relief, it seems timely to reexamine addiction mechanisms and their relevance to the practice of long-term opioid treatment for pain. This article reviews the neurobiological and genetic basis of addiction, its terminology and diagnosis, the evidence on addiction rates during opioid treatment of chronic pain and the implications of biological mechanisms in formulating rational opioid treatment regimes.
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Affiliation(s)
- Jane C Ballantyne
- Division of Pain Medicine, Massachusetts General Hospital Pain Center, Boston, MA 02114, USA Harvard Medical School, Boston Massachusetts, USA Finnish Genome Center, The University of Helsinki, Helsinki, Finland
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Xi J, Kruzich PJ. Black agouti (ACI) rats show greater drug- and cue-induced reinstatement of methamphetamine-seeking behavior than Fischer 344 and Lewis rats. Pharmacol Biochem Behav 2007; 87:90-7. [PMID: 17481706 DOI: 10.1016/j.pbb.2007.04.003] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/10/2007] [Revised: 03/27/2007] [Accepted: 04/03/2007] [Indexed: 11/16/2022]
Abstract
Fischer 344 (F344) and Lewis (LEW) rats differ in methamphetamine self-administration (SA) and methamphetamine-induced reinstatement of previously extinguished behavior. We sought to determine whether genetic background also influences methamphetamine reinforcement efficacy, conditioned reinstatement, and methamphetamine-primed reinstatement of responding in F344, LEW, and Black Agouti (ACI) rats. We implanted rats with jugular catheters and trained them to self-administer methamphetamine (0.06 mg/kg/infusion) under a progressive ratio (PR) schedule of reinforcement during daily 2-h SA sessions. A compound stimulus (light+tone; LT) was paired with each infusion. Dose-dependent intake was determined for each rat. Rats then entered the extinction phase of the experiment where responding resulted in no programmed consequences. Following extinction sessions, rats underwent conditioned reinstatement testing. For conditioned reinstatement, rats received response-contingent presentations of the LT and no methamphetamine. Last, methamphetamine-primed reinstatement test sessions where conducted where subjects received experimenter delivered infusions of methamphetamine (0.06, 0.12, or 0.24 mg/kg). The strains did not differ in PR responding across the doses tested. The ACI rats demonstrated the highest behavioral output during extinction training, conditioned- and methamphetamine-primed reinstatement of previously extinguished behavior compared to the other strains. These data suggest that genetic background differentially influences extinction, conditioned reinstatement and methamphetamine-primed reinstatement in rats.
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Affiliation(s)
- Jinlei Xi
- Department of Physiology, Medical College of Georgia, Augusta, Georgia, USA
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Ehlers CL, Wilhelmsen KC. Genomic screen for substance dependence and body mass index in southwest California Indians. GENES BRAIN AND BEHAVIOR 2007; 6:184-91. [PMID: 16764678 DOI: 10.1111/j.1601-183x.2006.00246.x] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Substance abuse and obesity are health disparities that may afflict Native Americans more than some other ethnic groups. One theoretical assumption concerning Native people is that the long history of dependence on foraging and subsistence agriculture may have led to selective enrichment of traits that improve genetic fitness, so called 'thrifty' or 'fat sparing' genes. We have speculated that this same selective pressure may have enriched for genetic variants that increase the risk for consumption of alcohol and drugs of abuse. Here, we report the results of a genome scan that compared findings for two consumption phenotypes: 'any drug dependence and/or regular tobacco use' and body mass index (BMI) in southwest California (SWC) Indian families. Variance component analyses from SOLAR were used to generate log of the odds ratio (LOD) scores. Evidence for linkage was found on chromosome 6 for both the 'any drug' (LOD score = 3.3) and BMI (LOD score = 2.3) phenotypes. Bivariate analyses of the two phenotypes revealed a combined LOD score of 4.1 at that location. Additional loci on chromosomes 6, 15, 16 and 21 were found for the 'any drug' phenotype, and on chromosomes 8, 16 and 18 for BMI (LOD scores ranged between 1.2 and 2.3). These results provide suggestive evidence for linkage for substance abuse and BMI in this Mission Indian population and, furthermore, provide preliminary data suggesting that 'consumption phenotypes' may share some genetic determinants.
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Affiliation(s)
- Cindy L Ehlers
- Department of Molecular and Experimental Medicine, The Scripps Research Institute, USA.
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Johnson C, Drgon T, Liu QR, Walther D, Edenberg H, Rice J, Foroud T, Uhl GR. Pooled association genome scanning for alcohol dependence using 104,268 SNPs: validation and use to identify alcoholism vulnerability loci in unrelated individuals from the collaborative study on the genetics of alcoholism. Am J Med Genet B Neuropsychiatr Genet 2006; 141B:844-53. [PMID: 16894614 PMCID: PMC3922200 DOI: 10.1002/ajmg.b.30346] [Citation(s) in RCA: 129] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
Association genome scanning can identify markers for the allelic variants that contribute to vulnerability to complex disorders, including alcohol dependence. To improve the power and feasibility of this approach, we report validation of "100k" microarray-based allelic frequency assessments in pooled DNA samples. We then use this approach with unrelated alcohol-dependent versus control individuals sampled from pedigrees collected by the Collaborative Study on the Genetics of Alcoholism (COGA). Allele frequency differences between alcohol-dependent and control individuals are assessed in quadruplicate at 104,268 autosomal SNPs in pooled samples. One hundred eighty-eight SNPs provide (1) the largest allele frequency differences between dependent versus control individuals; (2) t values >or= 3 for these differences; and (3) clustering, so that 51 relatively small chromosomal regions contain at least three SNPs that satisfy criteria 1 and 2 above (Monte Carlo P = 0.00034). These positive SNP clusters nominate interesting genes whose products are implicated in cellular signaling, gene regulation, development, "cell adhesion," and Mendelian disorders. The results converge with linkage and association results for alcohol and other addictive phenotypes. The data support polygenic contributions to vulnerability to alcohol dependence. These SNPs provide new tools to aid the understanding, prevention, and treatment of alcohol abuse and dependence.
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Affiliation(s)
| | | | | | | | - Howard Edenberg
- Departments of Biochemistry and Molecular Biology (HE) and Medicine (TF), Indiana University, Indianapolis, IN 46202
| | - John Rice
- Dept of Psychiatry, Washington University School of Medicine, St Louis, MO 63110, USA
| | - Tatiana Foroud
- Departments of Biochemistry and Molecular Biology (HE) and Medicine (TF), Indiana University, Indianapolis, IN 46202
| | - George R Uhl
- To whom correspondence should be addressed at: Molecular Neurobiology, 333 Cassell Dr, Suite 3510, Baltimore, MD 21224 phone: (410) 550-2843 x 146 fax: (410) 550-1535
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Drgon T, D’Addario C, Uhl GR. Linkage disequilibrium, haplotype and association studies of a chromosome 4 GABA receptor gene cluster: candidate gene variants for addictions. Am J Med Genet B Neuropsychiatr Genet 2006; 141B:854-60. [PMID: 16894595 PMCID: PMC3922197 DOI: 10.1002/ajmg.b.30349] [Citation(s) in RCA: 69] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Strong genetic contributions to individual differences in vulnerability to addictions are well supported by classical genetic studies. Linkage and association genome scans for addiction vulnerability have provided converging evidence for several chromosomal regions which are likely to harbor allelic variants that contribute to such vulnerability. We and others have delineated a candidate addiction-associated chromosome 4p12 "rSA3" region based on convergent data from association genome scanning studies in polysubstance abusers [Uhl et al. (2001); Am J Hum Genet 69(6):1290-1300], linkage-based studies in alcoholism [Long et al. (1998); Am J Med Genet 81(3):216-221; Reich et al. (1998); Am J Med Genet 81(3):207-215] and association-based studies for alcoholism and association-based studies for individual differences in electroencephalographic (EEG) spectral power phenotypes [Porjesz et al. (2002); Proc Natl Acad Sci USA 99(6):3729-3733; Edenberg et al. (2004); Am J Hum Genet 74(4):705-714]. The rSA3 region contains interesting candidate genes that encode the alpha 2, alpha 4, beta 1, and gamma 1 receptor subunits for the principal brain inhibitory neurotransmitter, gamma-aminobutyric acid (GABA) [Covault et al. (2004); Am J Med Genet Part B 129B:104-109; Edenberg et al. (2004); Am J Hum Genet 74(4):705-714; Lappalainen et al. (2005); Alcohol Clin Exp Res 29(4):493-498]. We now report assessment of single nucleotide polymorphism (SNP) genotypes in this region in three samples of substance abusers and controls. These results delineate the haplotypes and patterns of linkage disequilibrium in this region, focus attention of the GABRA2 gene and identify modest associations between GABRA2 genotypes and addiction phenotypes. These results are consistent with modest roles for GABRA2 variants in addiction vulnerabilities.
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Affiliation(s)
| | | | - George R. Uhl
- To whom correspondence should be addressed: , fax: 410 550 1535
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Abstract
Classical genetic studies document strong complex genetic contributions to abuse of multiple addictive substances, to mnemonic processes that are likely to include those involved in substance dependence, and to the volumes of brain gray matter in regions that are likely to contribute to mnemonic/cognitive and to addictive processes. The working idea that these three heritable phenotypes are likely to share some of the same complex genetic underpinnings is presented. This review contains association-based molecular genetic studies of addiction that largely derive from my laboratory and their fit with linkage data from other laboratories. These combined results now identify many of the loci and genes that contain allelic variants that are likely to provide the heritable components of human addiction vulnerability. These data are also likely to have broad implications for neurotherapeutics. Drugs with potential abuse liabilities are widely used for indications that include pain, anxiety, sleep, seizure, and attentional disorders. There is increasing nonmedical use of these prescribed substances. Increasing information about addiction vulnerability gene variants should help to improve management of risks of dependence in individuals who receive such therapeutics. In addition, since mnemonic components that correlate well with individual differences in brain regional volumes are likely to play major roles in addiction processes, many addiction vulnerability genes are also good candidates to contribute to individual differences in mnemonic processes. Recently elucidation of addiction-associated haplotypes for the "cell adhesion" NrCAM gene illustrate several of these points.
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Affiliation(s)
- George R Uhl
- Molecular Neurobiology Branch, National Institute on Drug Abuse-Intramural Research Program, National Institutes of Health, Baltimore, Maryland, USA.
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Kruzich PJ, Xi J. Differences in extinction responding and reinstatement of methamphetamine-seeking behavior between Fischer 344 and Lewis rats. Pharmacol Biochem Behav 2006; 83:391-5. [PMID: 16574207 DOI: 10.1016/j.pbb.2006.02.021] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/28/2005] [Revised: 01/31/2006] [Accepted: 02/16/2006] [Indexed: 10/24/2022]
Abstract
Fischer 344 (F344) and Lewis (LEW) rats differ in a number of self-administration behaviors. Whether or not these strains differ in methamphetamine-primed reinstatement of extinguished responding is unknown. F344 and LEW rats were trained to self-administer intravenous (i.v.) methamphetamine (0.06 mg/kg) during daily 2-h limited access sessions for 14 days. Following methamphetamine self-administration, subjects underwent a minimum of 6 extinction sessions where responding on the previously active lever resulted in no programmed consequences. Following extinction sessions, we evaluated strain and dose dependency of methamphetamine-primed (0.06, 0.12, or 0.24 mg/kg/i.v.) reinstatement of responding. All subjects received each dose once. Dosing order was determined by utilizing a within-subjects Latin square design. We found partial strain differences in daily methamphetamine self-administration. In addition, F344 rats responded significantly more during the first extinction session compared LEW rats. Last, the LEW rats demonstrated a heightened propensity to reinstate responding following methamphetamine priming injections compared to F344 rats. Our results suggest that genetic background influences differences in methamphetamine-seeking behaviors in rats.
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Affiliation(s)
- Paul J Kruzich
- Department of Physiology, CA 2098, Medical College of Georgia, 1120 15th Street, Augusta, GA 30912, USA.
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Ishiguro H, Liu QR, Gong JP, Hall FS, Ujike H, Morales M, Sakurai T, Grumet M, Uhl GR. NrCAM in addiction vulnerability: positional cloning, drug-regulation, haplotype-specific expression, and altered drug reward in knockout mice. Neuropsychopharmacology 2006; 31:572-84. [PMID: 16123759 DOI: 10.1038/sj.npp.1300855] [Citation(s) in RCA: 78] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Several lines of evidence support roles for the cell adhesion molecule NrCAM in addictions. Fine mapping within a chromosome 7 region that contains previously linked and associated genomic markers identifies NrCAM haplotypes that are associated with substance abuse vulnerabilities in four samples of abusers and controls. Differential display identifies NrCAM as a drug regulated gene. NrCAM is expressed in neurons linked to reward and memory. NrCAM displays haplotype-specific gene expression in human post-mortem brain samples. Knockout mice display reduced opiate- and stimulant-conditioned place preferences. These observations support NrCAM as a positionally cloned and drug-regulated gene whose variants are likely to change expression and alter substance abuse vulnerabilities in human addictions and animal models of drug reward.
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MESH Headings
- Amphetamine-Related Disorders/genetics
- Amphetamine-Related Disorders/psychology
- Animals
- Blotting, Northern
- Brain Chemistry/drug effects
- Brain Chemistry/genetics
- Cell Adhesion Molecules/genetics
- Cell Adhesion Molecules/physiology
- Chromosome Mapping
- Cloning, Molecular
- Cocaine/pharmacology
- Cocaine-Related Disorders/genetics
- Cocaine-Related Disorders/psychology
- DNA, Complementary/biosynthesis
- DNA, Complementary/genetics
- Gene Expression Regulation/genetics
- Gene Expression Regulation/physiology
- Genome, Human
- Genotype
- Haplotypes
- Humans
- In Situ Hybridization
- Male
- Mice
- Mice, Inbred C57BL
- Mice, Knockout
- Molecular Sequence Data
- Morphine/pharmacology
- Narcotics/pharmacology
- RNA, Messenger/biosynthesis
- RNA, Messenger/genetics
- Rats
- Rats, Sprague-Dawley
- Reward
- Substance-Related Disorders/genetics
- Substance-Related Disorders/physiopathology
- Substance-Related Disorders/psychology
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Affiliation(s)
- Hiroki Ishiguro
- Molecular Neurobiology Branch, NIDA-IRP, NIH, Baltimore, MD 21224, USA
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Kreek MJ, Nielsen DA, Butelman ER, LaForge KS. Genetic influences on impulsivity, risk taking, stress responsivity and vulnerability to drug abuse and addiction. Nat Neurosci 2006; 8:1450-7. [PMID: 16251987 DOI: 10.1038/nn1583] [Citation(s) in RCA: 638] [Impact Index Per Article: 35.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Genetic variation may partially underlie complex personality and physiological traits--such as impulsivity, risk taking and stress responsivity--as well as a substantial proportion of vulnerability to addictive diseases. Furthermore, personality and physiological traits themselves may differentially affect the various stages of addiction, defined chronologically as initiation of drug use, regular drug use, addiction/dependence and potentially relapse. Here we focus on recent approaches to the study of genetic variation in these personality and physiological traits, and their influence on and interaction with addictive diseases.
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Affiliation(s)
- Mary Jeanne Kreek
- Laboratory of the Biology of Addictive Diseases, The Rockefeller University, New York, New York, USA.
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Abstract
AIMS Drug progression models have been a cornerstone of scientific and public policy discussions for decades. These models have been criticized for their lack of causal mechanisms leading to drug dependence. Future research should focus on identification of pathways and covariates. This study re-examines tobacco use onset and progression to drug dependence in a multi-ethnic sample followed longitudinally from early to late adolescence (1990 to 1998-2000). METHODS Data were collected in schools (n = 1208) during early adolescence (mean age 11.07), and subsequently face-to-face interviews were conducted at late adolescence (mean age 20.01). FINDINGS Results indicated ethnic differences in rates and progression of tobacco use, with African Americans and foreign-born Latinos having larger proportions of abstainers and lower rates of persistent use. Most early adolescent smokers progressed to regular use. The odds of progression to marijuana abuse or dependence by later adolescence were highest (O.R. = 4.9) among persistent smokers, but not significant for foreign-born Latinos. The odds of progression to drug abuse or dependence were also highest (O.R. = 6.4) for persistent smokers, but not significant for African Americans. CONCLUSIONS Implications for research on pathways and mechanisms of progression are discussed. Prevention programs may interrupt drug progression if they delay onset of tobacco use until mid-adolescence. Preventing targeted marketing efforts by the tobacco industry, regulating and enforcing tobacco control laws and pricing cigarettes at cost levels that adolescents find prohibitive are effective supplements to traditional behavior change interventions.
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Affiliation(s)
- William A Vega
- Behavioral and Research Training Institute, Piscataway, NJ 08854, USA.
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Chen CY, O'Brien MS, Anthony JC. Who becomes cannabis dependent soon after onset of use? Epidemiological evidence from the United States: 2000-2001. Drug Alcohol Depend 2005; 79:11-22. [PMID: 15943940 DOI: 10.1016/j.drugalcdep.2004.11.014] [Citation(s) in RCA: 195] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/20/2004] [Revised: 11/16/2004] [Accepted: 11/22/2004] [Indexed: 11/22/2022]
Abstract
In this paper we estimate the risk of becoming cannabis dependent within 24 months after first use of cannabis and examine subgroup variation in this risk. The study estimates are based on the National Household Survey on Drug Abuse conducted during 2000-2001, with a representative sample of U.S. residents ages 12 and older (n=114,241). A total of 3352 respondents were found to have used cannabis for the first time within a span of up to 24 months prior to assessment. An estimated 3.9% of these recent-onset users developed a cannabis dependence syndrome during the interval since first use (median interval duration approximately 12 months). Excess risk of cannabis dependence was found for those with cannabis onset before late-adolescence, those with family income less than US dollars 20,000, and those who had used three or more drugs before the first use of cannabis (i.e., tobacco, alcohol, and other drugs). While these findings generally support previous study results, this study's focus on recent-onset users more closely approximates prospective and longitudinal research on the incidence (risk) of becoming cannabis dependent soon after onset of cannabis use, removing the influence of users with long-sustained or persistent cannabis dependence developed years ago.
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Affiliation(s)
- Chuan-Yu Chen
- Department of Mental Health, Bloomberg School of Public Health, Johns Hopkins University, 8th Fl., 624 N. Broadway Street, Baltimore, MD 21205, USA
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