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Ganzer F, Bröning S, Kraft S, Sack PM, Thomasius R. Weighing the Evidence: A Systematic Review on Long-Term Neurocognitive Effects of Cannabis Use in Abstinent Adolescents and Adults. Neuropsychol Rev 2016; 26:186-222. [DOI: 10.1007/s11065-016-9316-2] [Citation(s) in RCA: 86] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2015] [Accepted: 04/14/2016] [Indexed: 11/29/2022]
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102
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King KA, Merianos AL, Vidourek RA. Characteristics of Marijuana Acquisition Among a National Sample of Adolescent Users. AMERICAN JOURNAL OF HEALTH EDUCATION 2016. [DOI: 10.1080/19325037.2016.1157535] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Affiliation(s)
- Keith A. King
- Health Promotion and Education, University of Cincinnati
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103
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Chung T, Pelechrinis K, Faloutsos M, Hylek L, Suffoletto B, Feldstein Ewing SW. Innovative Routes for Enhancing Adolescent Marijuana Treatment: Interplay of Peer Influence Across Social Media and Geolocation. CURRENT ADDICTION REPORTS 2016. [DOI: 10.1007/s40429-016-0095-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
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104
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Lisdahl KM, Tamm L, Epstein JN, Jernigan T, Molina BSG, Hinshaw SP, Swanson JM, Newman E, Kelly C, Bjork JM. The impact of ADHD persistence, recent cannabis use, and age of regular cannabis use onset on subcortical volume and cortical thickness in young adults. Drug Alcohol Depend 2016; 161:135-46. [PMID: 26897585 PMCID: PMC5289096 DOI: 10.1016/j.drugalcdep.2016.01.032] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/21/2015] [Revised: 12/23/2015] [Accepted: 01/26/2016] [Indexed: 01/02/2023]
Abstract
BACKGROUND Both Attention Deficit Hyperactivity Disorder (ADHD) and chronic cannabis (CAN) use have been associated with brain structural abnormalities, although little is known about the effects of both in young adults. METHODS Participants included: those with a childhood diagnosis of ADHD who were CAN users (ADHD_CAN; n=37) and non-users (NU) (ADHD_NU; n=44) and a local normative comparison group (LNCG) who did (LNCG_CAN; n=18) and did not (LNCG_NU; n=21) use CAN regularly. Multiple regressions and MANCOVAs were used to examine the independent and interactive effects of a childhood ADHD diagnosis and CAN group status and age of onset (CUO) on subcortical volumes and cortical thickness. RESULTS After controlling for age, gender, total brain volume, nicotine use, and past-year binge drinking, childhood ADHD diagnosis did not predict brain structure; however, persistence of ADHD was associated with smaller left precentral/postcentral cortical thickness. Compared to all non-users, CAN users had decreased cortical thickness in right hemisphere superior frontal sulcus, anterior cingulate, and isthmus of cingulate gyrus regions and left hemisphere superior frontal sulcus and precentral gyrus regions. Early cannabis use age of onset (CUO) in those with ADHD predicted greater right hemisphere superior frontal and postcentral cortical thickness. DISCUSSION Young adults with persistent ADHD demonstrated brain structure abnormalities in regions underlying motor control, working memory and inhibitory control. Further, CAN use was linked with abnormal brain structure in regions with high concentrations of cannabinoid receptors. Additional large-scale longitudinal studies are needed to clarify how substance use impacts neurodevelopment in youth with and without ADHD.
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Affiliation(s)
- Krista M Lisdahl
- University of Wisconsin-Milwaukee, Psychology Department, 2441 E. Hartford Ave, Milwaukee, WI 53211, United States.
| | - Leanne Tamm
- Cincinnati Children's Hospital Medical Center, 3333 Burnet Avenue, ML10006, Cincinnati, OH 45229, United States
| | - Jeffery N Epstein
- Cincinnati Children's Hospital Medical Center, 3333 Burnet Avenue, ML10006, Cincinnati, OH 45229, United States
| | - Terry Jernigan
- University of California, San Diego, 9500 Gilman Drive #0115, La Jolla, CA 92093, United States
| | - Brooke S G Molina
- University of Pittsburgh School of Medicine, Department of Psychology, 3811 O'Hara St., Pittsburgh, PA 15213, United States
| | - Stephen P Hinshaw
- University of California-Berkeley, Department of Psychology, Tolman Hall, Berkeley, CA 94720-1650, United States
| | - James M Swanson
- University of California, Irvine, 19722 MacArthur Boulevard, Irvine, CA 92612, United States
| | - Erik Newman
- University of California, San Diego, 9500 Gilman Drive #0115, La Jolla, CA 92093, United States
| | - Clare Kelly
- The Child Center at New York University, Langone Medical Center, New York, NY 10016, United States
| | - James M Bjork
- Department of Psychiatry, Virginia Commonwealth University, United States
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105
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Thayer RE, Hagerty SL, Sabbineni A, Claus ED, Hutchison KE, Weiland BJ. Negative and interactive effects of sex, aging, and alcohol abuse on gray matter morphometry. Hum Brain Mapp 2016; 37:2276-92. [PMID: 26947584 DOI: 10.1002/hbm.23172] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2015] [Revised: 02/22/2016] [Accepted: 02/22/2016] [Indexed: 11/09/2022] Open
Abstract
Chronic alcohol use is associated with declines in gray matter (GM) volume, as is the normal aging process. Less apparent, however, is how the interaction between aging and heavy alcohol use affects changes in GM across the lifespan. There is some evidence that women are more vulnerable to the negative effects of alcohol use on GM than men. In the current study, we examined whether localized GM was related to measures of alcohol use disorder (e.g., AUDIT score) in a large sample (N = 436) of participants, ages 18-55 years, with a range of disease severity, using both voxel-based morphometry (VBM) and surface-based morphometry (SBM). We also explored whether GM associations with alcohol use disorder (AUD) severity are moderated by sex and age. Results showed significant negative associations between AUD severity and GM volume throughout temporal, parietal, frontal, and occipital lobes. Women showed more negative effects of alcohol use than men for cortical thickness in left orbitofrontal cortex, but evidence for increased vulnerability based on sex was limited overall. Similarly, a specific age by alcohol use interaction was observed for volume of right insula, but other regional or global interactions were not statistically supported. However, significant negative associations between heavy alcohol use and GM volumes were observed as early as 18-25 years. These findings support that alcohol has deleterious effects on global and regional GM above and beyond age, and, of particular importance, that regional associations emerge in early adulthood. Hum Brain Mapp 37:2276-2292, 2016. © 2016 Wiley Periodicals, Inc.
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Affiliation(s)
- Rachel E Thayer
- Department of Psychology & Neuroscience, University of Colorado Boulder, Boulder, Colorado
| | - Sarah L Hagerty
- Department of Psychology & Neuroscience, University of Colorado Boulder, Boulder, Colorado
| | - Amithrupa Sabbineni
- Department of Psychology & Neuroscience, University of Colorado Boulder, Boulder, Colorado
| | | | - Kent E Hutchison
- Department of Psychology & Neuroscience, University of Colorado Boulder, Boulder, Colorado
| | - Barbara J Weiland
- Department of Psychology & Neuroscience, University of Colorado Boulder, Boulder, Colorado
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106
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Sagar KA, Dahlgren MK, Gönenç A, Racine MT, Dreman MW, Gruber SA. The impact of initiation: Early onset marijuana smokers demonstrate altered Stroop performance and brain activation. Dev Cogn Neurosci 2015; 16:84-92. [PMID: 25936584 PMCID: PMC4596753 DOI: 10.1016/j.dcn.2015.03.003] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2014] [Revised: 03/24/2015] [Accepted: 03/29/2015] [Indexed: 01/17/2023] Open
Abstract
Marijuana (MJ) use is on the rise, particularly among teens and emerging adults. This poses serious public health concern, given the potential deleterious effects of MJ on the developing brain. We examined 50 chronic MJ smokers divided into early onset (regular MJ use prior to age 16; n=24) and late onset (age 16 or later; n=26), and 34 healthy control participants (HCs). All completed a modified Stroop Color Word Test during fMRI. Results demonstrated that MJ smokers exhibited significantly poorer performance on the Interference subtest of the Stroop, as well as altered patterns of activation in the cingulate cortex relative to HCs. Further, early onset MJ smokers exhibited significantly poorer performance relative to both HCs and late onset smokers. Additionally, earlier age of MJ onset as well as increased frequency and magnitude (grams/week) of MJ use were predictive of poorer Stroop performance. fMRI results revealed that while late onset smokers demonstrated a more similar pattern of activation to the control group, a different pattern was evident in the early onset group. These findings underscore the importance of assessing age of onset and patterns of MJ use and support the need for widespread education and intervention efforts among youth.
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Affiliation(s)
- K A Sagar
- Cognitive and Clinical Neuroimaging Core, McLean Imaging Center, McLean Hospital, 115 Mill Street, Belmont, MA 02478, United States.
| | - M K Dahlgren
- Cognitive and Clinical Neuroimaging Core, McLean Imaging Center, McLean Hospital, 115 Mill Street, Belmont, MA 02478, United States.
| | - A Gönenç
- Cognitive and Clinical Neuroimaging Core, McLean Imaging Center, McLean Hospital, 115 Mill Street, Belmont, MA 02478, United States; Department of Psychiatry, Harvard Medical School, Boston, MA 02215, United States.
| | - M T Racine
- Cognitive and Clinical Neuroimaging Core, McLean Imaging Center, McLean Hospital, 115 Mill Street, Belmont, MA 02478, United States.
| | - M W Dreman
- Cognitive and Clinical Neuroimaging Core, McLean Imaging Center, McLean Hospital, 115 Mill Street, Belmont, MA 02478, United States.
| | - S A Gruber
- Cognitive and Clinical Neuroimaging Core, McLean Imaging Center, McLean Hospital, 115 Mill Street, Belmont, MA 02478, United States; Department of Psychiatry, Harvard Medical School, Boston, MA 02215, United States.
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107
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Cortical thinness and volume differences associated with marijuana abuse in emerging adults. Drug Alcohol Depend 2015; 155:275-83. [PMID: 26249265 PMCID: PMC4581973 DOI: 10.1016/j.drugalcdep.2015.06.016] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/16/2015] [Revised: 05/14/2015] [Accepted: 06/09/2015] [Indexed: 01/09/2023]
Abstract
BACKGROUND The prevalence of marijuana (MJ) use among youth and its legalization for medical or recreational use has intensified public health endeavors of understanding MJ effects on brain structure and function. Studies indicate that MJ use is related to impaired cognitive performance, and altered functional brain activation and chemistry in adolescents and adults, but MJ effects on brain morphology in emerging adults are less understood. METHODS Fifteen MJ users (age 21.8±3.6, 2 females) and 15 non-user (NU) participants (age 22.3±3.5, 2 females) were included, demographically matched on age, education and alcohol use. High-resolution structural MR images were acquired at 3Tesla. Cortical thickness (CT) and volumetric analyses were performed using Freesurfer. A priori regions of interest (ROI) included orbitofrontal and cingulate cortices, amygdala, hippocampus and thalamus. RESULTS Whole brain CT analysis did not result in significant group differences in a priori ROIs but revealed MJ users had significantly less CT (i.e., thinness) in right fusiform gyrus (rFG) compared to NU (p<0.05). Thalamic volume was significantly smaller in MJ users compared to NU (right, p=0.05; left, p=0.01) and associated with greater non-planning (p<0.01) and overall impulsivity (p=0.04). There were no other group differences. CONCLUSIONS RFG cortical thinness and smaller thalamic volume in emerging adults is associated with MJ abuse. Furthermore, smaller thalamic volume associated with greater impulsivity contributes to growing evidence that the thalamus is neurobiologically perturbed by MJ use. Collectively, altered thalamic and rFG structural integrity may interfere with their known roles in regulating visuoperceptual and object information processing.
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108
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Gonzalez R, Schuster RM, Mermelstein RM, Diviak KR. The role of decision-making in cannabis-related problems among young adults. Drug Alcohol Depend 2015; 154. [PMID: 26199058 PMCID: PMC4536096 DOI: 10.1016/j.drugalcdep.2015.06.046] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
BACKGROUND Deficits in decision-making and episodic memory are often reported among heavy cannabis users, yet little is known on how they influence negative consequences from cannabis use. Individual differences in decision-making may explain, in part, why some individuals experience significant problems from their cannabis use whereas others do not. We hypothesized that poor decision-making would moderate relationships between amount of cannabis use and problems from cannabis use whereas episodic memory performance would not. METHOD Young adult cannabis users (n=52) with cannabis as their drug of choice and with minimal comorbidities completed semi-structured interviews, self-report questionnaires, and measures of neurocognitive functioning, with decision-making accessed via the Iowa Gambling Task (IGT), episodic memory via the Hopkins Verbal Learning Test - Revised (HVLT) and problems from cannabis use with the Marijuana Problems Scale. RESULTS Strong relationships were observed between amount of cannabis use (lifetime, 12-month, and 30-day) and problems reported from use, but only among participants with low (impaired) decision-making (R(2)=.39 to .51; p<.01). No significant relationships were observed among those with better (low average to high average) decision-making performance (p>.05). In contrast, episodic memory performance was not a significant moderator of the relationship between amount of cannabis use and cannabis problems (p>.05). CONCLUSIONS Cannabis users with poor decision-making may be at greater risk for experiencing significant negative consequences from their cannabis use. Our results lend further support to emerging evidence of decision-making as a risk factor for addiction and extend these findings to cannabis users.
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Affiliation(s)
- Raul Gonzalez
- Department of Psychology, Florida International University, Miami, 11200 SW 8th St, Miami, FL 33199, United States; Center for Children and Families, Florida International University, Miami, 11200 SW 8th St, Miami, FL 33199, United States.
| | - Randi M. Schuster
- Department of Psychiatry, Massachusetts General Hospital, Boston, 55 Fruit Street, Boston, MA 02114
| | - Robin M. Mermelstein
- Department of Psychology, University of Illinois at Chicago, Chicago, 1200 W Harrison St, Chicago, IL 60607,Institute for Health Research and Policy, University of Illinois at Chicago, Chicago, 1747 W Roosevelt Rd, Chicago, IL 60608
| | - Kathleen R. Diviak
- Institute for Health Research and Policy, University of Illinois at Chicago, Chicago, 1747 W Roosevelt Rd, Chicago, IL 60608
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109
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Albertella L, Le Pelley ME, Copeland J. Cannabis use, schizotypy, and negative priming. Psychiatry Res 2015; 228:404-10. [PMID: 26154815 DOI: 10.1016/j.psychres.2015.05.074] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/27/2014] [Revised: 04/07/2015] [Accepted: 05/26/2015] [Indexed: 01/14/2023]
Abstract
The present study examined the effects of frequency of cannabis use, schizotypy, and age on cognitive control, as measured using a location-based negative priming task in a sample of 124 Australians aged 15-24 who had ever used cannabis. This study found that the schizotypy dimension of Impulsive Nonconformity had a significant effect on negative priming such that participants with higher scores on this dimension showed reduced negative priming. Also, higher levels of psychological distress were associated with greater negative priming. Finally, there was a significant age by cannabis use interaction indicating that younger, frequent users of cannabis may be more susceptible to its effects on cognitive control and perhaps at greater risk of developing a disorder on the psychosis dimension.
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Affiliation(s)
- Lucy Albertella
- National Cannabis Prevention and Information Centre, UNSW, Australia.
| | | | - Jan Copeland
- National Cannabis Prevention and Information Centre, UNSW, Australia
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110
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Stanger C, Ryan SR, Scherer EA, Norton GE, Budney AJ. Clinic- and home-based contingency management plus parent training for adolescent cannabis use disorders. J Am Acad Child Adolesc Psychiatry 2015; 54:445-53.e2. [PMID: 26004659 PMCID: PMC4443272 DOI: 10.1016/j.jaac.2015.02.009] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/06/2014] [Revised: 01/27/2015] [Accepted: 02/24/2015] [Indexed: 12/13/2022]
Abstract
OBJECTIVE The aim of this study was to conduct a randomized test comparing 2 multicomponent, contingency management interventions, 1 with and 1 without a full parent training curriculum, and an individual treatment for adolescent cannabis use disorders. METHOD A total of 153 adolescents who met DSM-IV criteria for cannabis abuse or dependence were randomized to motivational enhancement therapy/cognitive-behavioral therapy (MET/CBT), MET/CBT+abstinence-based contingency management (CM), or MET/CBT+CM+Parent Training (PT). RESULTS Overall, during treatment, abstinence was greater for youth receiving clinic- and home-based CM without PT compared to those who received individual MET/CBT. There was no additional benefit of the full PT curriculum on marijuana use, youth externalizing problems, or parenting. CONCLUSION These results suggest that clinic- plus home-based CM for cannabis use disorders can increase rates of abstinence during treatment over and above an evidence-based treatment (individual MET/CBT), but in this study the addition of a comprehensive parenting training curriculum did not further enhance efficacy. CLINICAL TRIAL REGISTRATION INFORMATION Treatment for Adolescent Marijuana Abuse; http://clinicaltrials.gov; NCT00580671.
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Affiliation(s)
| | - Stacy R Ryan
- University of Texas Health Science Center at San Antonio
| | | | - Gray E Norton
- Geisel School of Medicine at Dartmouth College, Lebanon, NH
| | - Alan J Budney
- Geisel School of Medicine at Dartmouth College, Lebanon, NH
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111
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Hagerty SL, Williams SLY, Mittal VA, Hutchison KE. The cannabis conundrum: Thinking outside the THC box. J Clin Pharmacol 2015; 55:839-41. [DOI: 10.1002/jcph.511] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2015] [Accepted: 04/02/2015] [Indexed: 01/20/2023]
Affiliation(s)
- Sarah L. Hagerty
- Department of Psychology and Neuroscience; University of Colorado Boulder; Boulder CO USA
| | | | - Vijay A. Mittal
- Department of Psychology and Neuroscience; University of Colorado Boulder; Boulder CO USA
- Department of Psychology; Northwestern University; Evanston IL USA
| | - Kent E. Hutchison
- Department of Psychology and Neuroscience; University of Colorado Boulder; Boulder CO USA
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112
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Heitzeg MM, Cope LM, Martz ME, Hardee JE. Neuroimaging Risk Markers for Substance Abuse: Recent Findings on Inhibitory Control and Reward System Functioning. CURRENT ADDICTION REPORTS 2015; 2:91-103. [PMID: 26236575 DOI: 10.1007/s40429-015-0048-9] [Citation(s) in RCA: 61] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Rates of alcohol and other drug use rise sharply throughout adolescence and peak in the early 20s. Likewise, prevalence of first-time substance use disorder (SUD) and past-year SUD both peak between ages 18-23. SUD is associated with a host of negative outcomes and is a serious health concern. Understanding the mechanisms that precede the onset and escalation of substance use is crucial in order to develop more effective prevention and intervention strategies for children and adolescents at risk for SUD. In this review, we discuss recent findings from functional neuroimaging studies in children, adolescents, and emerging adults that focus on uncovering the neural underpinnings of SUD risk. The focus is on inhibitory control and reward circuitry due to their involvement in risk-taking behaviors, which are heightened in adolescence and may facilitate substance use. We discuss convergences in the literature and highlight findings suggesting that the association between SUD risk and neurofunctioning may be moderated by age, gender, and history of substance use. Recommendations for future directions are also discussed.
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Affiliation(s)
- Mary M Heitzeg
- Department of Psychiatry and Addiction Research Center, The University of Michigan, 4250 Plymouth Rd., Ann Arbor, MI 48109, USA
| | - Lora M Cope
- Department of Psychiatry and Addiction Research Center, The University of Michigan, 4250 Plymouth Rd., Ann Arbor, MI 48109, USA
| | - Meghan E Martz
- Department of Psychiatry and Addiction Research Center, The University of Michigan, 4250 Plymouth Rd., Ann Arbor, MI 48109, USA ; Department of Psychology, The University of Michigan, 2044 East Hall, 530 Church St., Ann Arbor, MI 48108, USA
| | - Jillian E Hardee
- Department of Psychiatry and Addiction Research Center, The University of Michigan, 4250 Plymouth Rd., Ann Arbor, MI 48109, USA
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113
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Abstract
Recent research has suggested that marijuana use is associated with volumetric and shape differences in subcortical structures, including the nucleus accumbens and amygdala, in a dose-dependent fashion. Replication of such results in well controlled studies is essential to clarify the effects of marijuana. To that end, this retrospective study examined brain morphology in a sample of adult daily marijuana users (n = 29) versus nonusers (n = 29) and a sample of adolescent daily users (n = 50) versus nonusers (n = 50). Groups were matched on a critical confounding variable, alcohol use, to a far greater degree than in previously published studies. We acquired high-resolution MRI scans, and investigated group differences in gray matter using voxel-based morphometry, surface-based morphometry, and shape analysis in structures suggested to be associated with marijuana use, as follows: the nucleus accumbens, amygdala, hippocampus, and cerebellum. No statistically significant differences were found between daily users and nonusers on volume or shape in the regions of interest. Effect sizes suggest that the failure to find differences was not due to a lack of statistical power, but rather was due to the lack of even a modest effect. In sum, the results indicate that, when carefully controlling for alcohol use, gender, age, and other variables, there is no association between marijuana use and standard volumetric or shape measurements of subcortical structures.
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114
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Affiliation(s)
- David M Fergusson
- Christchurch Health and Development Study, Department of Psychological Medicine, University of Otago, Christchurch, 8140, New Zealand.
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115
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Aizpurua-Olaizola O, Omar J, Navarro P, Olivares M, Etxebarria N, Usobiaga A. Identification and quantification of cannabinoids in Cannabis sativa L. plants by high performance liquid chromatography-mass spectrometry. Anal Bioanal Chem 2014; 406:7549-60. [PMID: 25338935 DOI: 10.1007/s00216-014-8177-x] [Citation(s) in RCA: 99] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2014] [Revised: 09/04/2014] [Accepted: 09/09/2014] [Indexed: 01/22/2023]
Abstract
High performance liquid chromatography tandem mass spectrometry (HPLC-MS/MS) has been successfully applied to cannabis plant extracts in order to identify cannabinoid compounds after their quantitative isolation by means of supercritical fluid extraction (SFE). MS conditions were optimized by means of a central composite design (CCD) approach, and the analysis method was fully validated. Six major cannabinoids [tetrahydrocannabinolic acid (THCA), tetrahydrocannabinol (THC), cannabidiol (CBD), tetrahydrocannabivarin (THCV), cannabigerol (CBG), and cannabinol (CBN)] were quantified (RSD < 10%), and seven more cannabinoids were identified and verified by means of a liquid chromatograph coupled to a quadrupole-time-of-flight (Q-ToF) detector. Finally, based on the distribution of the analyzed cannabinoids in 30 Cannabis sativa L. plant varieties and the principal component analysis (PCA) of the resulting data, a clear difference was observed between outdoor and indoor grown plants, which was attributed to a higher concentration of THC, CBN, and CBD in outdoor grown plants.
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Affiliation(s)
- Oier Aizpurua-Olaizola
- Analytical Chemistry Department, University of the Basque Country (UPV/EHU), Barrio Sarriena s/n, 48940, Leioa, Basque Country, Spain,
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