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Lorenzetti V, Freeman TP. Standardised cannabis metrics: Opportunities for tracking how cannabis use affects neurodevelopmental trajectories in youth cohorts worldwide. Addict Biol 2023; 28:e13309. [PMID: 37500491 DOI: 10.1111/adb.13309] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Revised: 04/19/2023] [Accepted: 06/07/2023] [Indexed: 07/29/2023]
Affiliation(s)
- Valentina Lorenzetti
- Neuroscience of Addiction and Mental Health Program, Healthy Brain and Mind Research Centre, School of Behavioural and Health Sciences, Faculty of Health, Australian Catholic University, Melbourne, Australia
| | - Tom P Freeman
- Addiction and Mental Health Group (AIM), Department of Psychology, University of Bath, Bath, UK
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Robinson EA, Gleeson J, Arun AH, Clemente A, Gaillard A, Rossetti MG, Brambilla P, Bellani M, Crisanti C, Curran HV, Lorenzetti V. Measuring white matter microstructure in 1,457 cannabis users and 1,441 controls: A systematic review of diffusion-weighted MRI studies. FRONTIERS IN NEUROIMAGING 2023; 2:1129587. [PMID: 37554654 PMCID: PMC10406316 DOI: 10.3389/fnimg.2023.1129587] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Accepted: 02/09/2023] [Indexed: 08/10/2023]
Abstract
INTRODUCTION Cannabis is the most widely used regulated substance by youth and adults. Cannabis use has been associated with psychosocial problems, which have been partly ascribed to neurobiological changes. Emerging evidence to date from diffusion-MRI studies shows that cannabis users compared to controls show poorer integrity of white matter fibre tracts, which structurally connect distinct brain regions to facilitate neural communication. However, the most recent evidence from diffusion-MRI studies thus far has yet to be integrated. Therefore, it is unclear if white matter differences in cannabis users are evident consistently in selected locations, in specific diffusion-MRI metrics, and whether these differences in metrics are associated with cannabis exposure levels. METHODS We systematically reviewed the results from diffusion-MRI imaging studies that compared white matter differences between cannabis users and controls. We also examined the associations between cannabis exposure and other behavioral variables due to changes in white matter. Our review was pre-registered in PROSPERO (ID: 258250; https://www.crd.york.ac.uk/prospero/). RESULTS We identified 30 diffusion-MRI studies including 1,457 cannabis users and 1,441 controls aged 16-to-45 years. All but 6 studies reported group differences in white matter integrity. The most consistent differences between cannabis users and controls were lower fractional anisotropy within the arcuate/superior longitudinal fasciculus (7 studies), and lower fractional anisotropy of the corpus callosum (6 studies) as well as higher mean diffusivity and trace (4 studies). Differences in fractional anisotropy were associated with cannabis use onset (4 studies), especially in the corpus callosum (3 studies). DISCUSSION The mechanisms underscoring white matter differences are unclear, and they may include effects of cannabis use onset during youth, neurotoxic effects or neuro adaptations from regular exposure to tetrahydrocannabinol (THC), which exerts its effects by binding to brain receptors, or a neurobiological vulnerability predating the onset of cannabis use. Future multimodal neuroimaging studies, including recently developed advanced diffusion-MRI metrics, can be used to track cannabis users over time and to define with precision when and which region of the brain the white matter changes commence in youth cannabis users, and whether cessation of use recovers white matter differences. SYSTEMATIC REVIEW REGISTRATION www.crd.york.ac.uk/prospero/, identifier: 258250.
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Affiliation(s)
- Emily Anne Robinson
- Neuroscience of Addiction and Mental Health Program, Healthy Brain and Mind Research Centre, School of Behavioural and Health Sciences, Australian Catholic University, Melbourne, VIC, Australia
| | - John Gleeson
- Digital Innovation in Mental Health and Well-Being Program, Healthy Brain and Mind Research Centre, School of Behavioural and Health Sciences, Australian Catholic University, Melbourne, VIC, Australia
| | - Arush Honnedevasthana Arun
- Neuroscience of Addiction and Mental Health Program, Healthy Brain and Mind Research Centre, School of Behavioural and Health Sciences, Australian Catholic University, Melbourne, VIC, Australia
| | - Adam Clemente
- Neuroscience of Addiction and Mental Health Program, Healthy Brain and Mind Research Centre, School of Behavioural and Health Sciences, Australian Catholic University, Melbourne, VIC, Australia
| | - Alexandra Gaillard
- Neuroscience of Addiction and Mental Health Program, Healthy Brain and Mind Research Centre, School of Behavioural and Health Sciences, Australian Catholic University, Melbourne, VIC, Australia
- Centre for Mental Health and Brain Sciences, Swinburne University of Technology, Melbourne, VIC, Australia
| | - Maria Gloria Rossetti
- Department of Neurosciences and Mental Health, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Paolo Brambilla
- Department of Neurosciences and Mental Health, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
- Department of Pathophysiology and Transplantation, University of Milan, Milan, Italy
| | - Marcella Bellani
- Department of Neurosciences, Biomedicine and Movement Sciences, Section of Psychiatry, University of Verona, Verona, Italy
| | - Camilla Crisanti
- Department of Neurosciences and Mental Health, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - H. Valerie Curran
- Neuroscience of Addiction and Mental Health Program, Healthy Brain and Mind Research Centre, School of Behavioural and Health Sciences, Australian Catholic University, Melbourne, VIC, Australia
- Clinical Psychopharmacology Unit, University College London, London, United Kingdom
| | - Valentina Lorenzetti
- Neuroscience of Addiction and Mental Health Program, Healthy Brain and Mind Research Centre, School of Behavioural and Health Sciences, Australian Catholic University, Melbourne, VIC, Australia
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Lorenzetti V, Hindocha C, Petrilli K, Griffiths P, Brown J, Castillo‐Carniglia Á, Caulkins JP, Englund A, ElSohly MA, Gage SH, Groshkova T, Gual A, Hammond D, Lawn W, López‐Pelayo H, Manthey J, Mokrysz C, Liccardo Pacula R, van Laar M, Vandrey R, Wadsworth E, Winstock A, Hall W, Curran HV, Freeman TP. The iCannToolkit: a tool to embrace measurement of medicinal and non-medicinal cannabis use across licit, illicit and cross-cultural settings. Addiction 2022; 117:1523-1525. [PMID: 35289010 PMCID: PMC9314823 DOI: 10.1111/add.15855] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Accepted: 02/24/2022] [Indexed: 12/01/2022]
Affiliation(s)
- Valentina Lorenzetti
- Neuroscience of Addiction and Mental Health Program, the Healthy Brain and Mind Research Centre, School of Behavioural and Health Sciences, Faculty of HealthAustralian Catholic UniversityMelbourneAustralia
| | - Chandni Hindocha
- Clinical Psychopharmacology UnitUniversity College LondonLondonUK
| | - Kat Petrilli
- Addiction and Mental Health Group (AIM), Department of PsychologyUniversity of BathBathSomersetUK
| | - Paul Griffiths
- European Monitoring Centre for Drugs and Drug Addiction (EMCDDA)Portugal
| | - Jamie Brown
- Department of Behavioural Science and Health, Institute of Epidemiology & Health CareUniversity College LondonLondonUK
| | - Álvaro Castillo‐Carniglia
- Society and Health Research CenterUniversidad Mayor, Millennium Nucleus for the Evaluation and Analysis of Drug Policies (nDP), and Millennium Nucleus on Sociomedicine (SocioMed)Chile
- Department of Population HealthNYU Grossman School of MedicineNew YorkNYUSA
| | | | - Amir Englund
- Addictions Department, Institute of Psychiatry, Psychology & NeuroscienceKings College LondonLondonUK
- Department of Psychosis StudiesInstitute of Psychiatry, Psychology & Neuroscience, King'’s College LondonLondonUK
| | - Mahmoud A. ElSohly
- National Center for Natural Products Research, School of PharmacyUniversity of Mississippi, UniversityMississippiUSA
- Department Pharmaceutics and Drug Delivery, School of PharmacyUniversity of Mississippi, UniversityMSUSA
| | - Suzanne H. Gage
- Department of Psychology, Institute of Population HealthUniversity of LiverpoolLiverpoolUK
| | - Teodora Groshkova
- European Monitoring Centre for Drugs and Drug Addiction (EMCDDA)Portugal
| | - Antoni Gual
- Addictions Research Group. Psychiatry DepartmentNeurosciences Institute. Hospital Clínic. IDIBAPS. RTA. BarcelonaSpain
| | - David Hammond
- School of Public Health SciencesUniversity of WaterlooWaterlooOntarioCanada
| | - Will Lawn
- Clinical Psychopharmacology UnitUniversity College LondonLondonUK
| | - Hugo López‐Pelayo
- Addictions Research Group. Psychiatry DepartmentNeurosciences Institute. Hospital Clínic. IDIBAPS. RTA. BarcelonaSpain
| | - Jakob Manthey
- Center for Interdisciplinary Addiction Research, Department of Psychiatry and PsychotherapyUniversity Medical Center Hamburg‐EppendorfHamburgGermany
- Department of Psychiatry, Medical FacultyUniversity of LeipzigLeipzigGermany
| | - Claire Mokrysz
- Clinical Psychopharmacology UnitUniversity College LondonLondonUK
| | - Rosalie Liccardo Pacula
- USC Sol Price School of Public PolicyUSC Leonard D. Schaeffer Center for Health Policy & EconomicsCaliforniaLos AngelesUSA
| | | | - Ryan Vandrey
- Department of Psychiatry and Behavioral SciencesJohns Hopkins University School of MedicineBaltimoreMDUSA
| | - Elle Wadsworth
- School of Public Health SciencesUniversity of WaterlooWaterlooOntarioCanada
| | - Adam Winstock
- Department of Behavioural Science and Health, Institute of Epidemiology & Health CareUniversity College LondonLondonUK
- Global Drug SurveyLondonUK
| | - Wayne Hall
- Queensland Alliance for Environmental Health Sciences, The University of QueenslandAustralia
- National Centre for Youth Substance Use ResearchThe University of QueenslandAustralia
| | | | - Tom P. Freeman
- Addiction and Mental Health Group (AIM), Department of PsychologyUniversity of BathBathSomersetUK
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