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author Albaugh, Matthew D.
Ottino-Gonzalez, Jonatan
Sidwell, Amanda
Lepage, Claude
Juliano, Anthony
Owens, Max M.
Chaarani, Bader
Spechler, Philip
Fontaine, Nicholas
Rioux, Pierre
Lewis, Lindsay
Jeon, Seun
Evans, Alan
D’Souza, Deepak
Radhakrishnan, Rajiv
Banaschewski, Tobias
Bokde, Arun L. W.
Quinlan, Erin Burke
Conrod, Patricia
Desrivières, Sylvane
Flor, Herta
Grigis, Antoine
Gowland, Penny
Heinz, Andreas
Ittermann, Bernd
Martinot, Jean-Luc
Paillère Martinot, Marie-Laure
Nees, Frauke
Papadopoulos Orfanos, Dimitri
Paus, Tomáš
Poustka, Luise
Millenet, Sabina
Fröhner, Juliane H.
Smolka, Michael N.
Walter, Henrik
Whelan, Robert
Schumann, Gunter
Potter, Alexandra
Garavan, Hugh
author_facet Albaugh, Matthew D.
Ottino-Gonzalez, Jonatan
Sidwell, Amanda
Lepage, Claude
Juliano, Anthony
Owens, Max M.
Chaarani, Bader
Spechler, Philip
Fontaine, Nicholas
Rioux, Pierre
Lewis, Lindsay
Jeon, Seun
Evans, Alan
D’Souza, Deepak
Radhakrishnan, Rajiv
Banaschewski, Tobias
Bokde, Arun L. W.
Quinlan, Erin Burke
Conrod, Patricia
Desrivières, Sylvane
Flor, Herta
Grigis, Antoine
Gowland, Penny
Heinz, Andreas
Ittermann, Bernd
Martinot, Jean-Luc
Paillère Martinot, Marie-Laure
Nees, Frauke
Papadopoulos Orfanos, Dimitri
Paus, Tomáš
Poustka, Luise
Millenet, Sabina
Fröhner, Juliane H.
Smolka, Michael N.
Walter, Henrik
Whelan, Robert
Schumann, Gunter
Potter, Alexandra
Garavan, Hugh
author_sort Albaugh, Matthew D.
collection PubMed
description IMPORTANCE: Animal studies have shown that the adolescent brain is sensitive to disruptions in endocannabinoid signaling, resulting in altered neurodevelopment and lasting behavioral effects. However, few studies have investigated ties between cannabis use and adolescent brain development in humans. OBJECTIVE: To examine the degree to which magnetic resonance (MR) imaging–assessed cerebral cortical thickness development is associated with cannabis use in a longitudinal sample of adolescents. DESIGN, SETTING, AND PARTICIPANTS: Data were obtained from the community-based IMAGEN cohort study, conducted across 8 European sites. Baseline data used in the present study were acquired from March 1, 2008, to December 31, 2011, and follow-up data were acquired from January 1, 2013, to December 31, 2016. A total of 799 IMAGEN participants were identified who reported being cannabis naive at study baseline and had behavioral and neuroimaging data available at baseline and 5-year follow-up. Statistical analysis was performed from October 1, 2019, to August 31, 2020. MAIN OUTCOMES AND MEASURES: Cannabis use was assessed at baseline and 5-year follow-up with the European School Survey Project on Alcohol and Other Drugs. Anatomical MR images were acquired with a 3-dimensional T1-weighted magnetization prepared gradient echo sequence. Quality-controlled native MR images were processed through the CIVET pipeline, version 2.1.0. RESULTS: The study evaluated 1598 MR images from 799 participants (450 female participants [56.3%]; mean [SD] age, 14.4 [0.4] years at baseline and 19.0 [0.7] years at follow-up). At 5-year follow-up, cannabis use (from 0 to >40 uses) was negatively associated with thickness in left prefrontal (peak: t(785) = –4.87, cluster size = 1558 vertices; P = 1.10 × 10(−6), random field theory cluster corrected) and right prefrontal (peak: t(785) = –4.27, cluster size = 1551 vertices; P = 2.81 × 10(−5), random field theory cluster corrected) cortices. There were no significant associations between lifetime cannabis use at 5-year follow-up and baseline cortical thickness, suggesting that the observed neuroanatomical differences did not precede initiation of cannabis use. Longitudinal analysis revealed that age-related cortical thinning was qualified by cannabis use in a dose-dependent fashion such that greater use, from baseline to follow-up, was associated with increased thinning in left prefrontal (peak: t(815.27) = –4.24, cluster size = 3643 vertices; P = 2.28 × 10(−8), random field theory cluster corrected) and right prefrontal (peak: t(813.30) = –4.71, cluster size = 2675 vertices; P = 3.72 × 10(−8), random field theory cluster corrected) cortices. The spatial pattern of cannabis-related thinning was associated with age-related thinning in this sample (r = 0.540; P < .001), and a positron emission tomography–assessed cannabinoid 1 receptor–binding map derived from a separate sample of participants (r = −0.189; P < .001). Analysis revealed that thinning in right prefrontal cortices, from baseline to follow-up, was associated with attentional impulsiveness at follow-up. CONCLUSIONS AND RELEVANCE: Results suggest that cannabis use during adolescence is associated with altered neurodevelopment, particularly in cortices rich in cannabinoid 1 receptors and undergoing the greatest age-related thickness change in middle to late adolescence.
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spelling pubmed-82095612021-07-09 Association of Cannabis Use During Adolescence With Neurodevelopment Albaugh, Matthew D. Ottino-Gonzalez, Jonatan Sidwell, Amanda Lepage, Claude Juliano, Anthony Owens, Max M. Chaarani, Bader Spechler, Philip Fontaine, Nicholas Rioux, Pierre Lewis, Lindsay Jeon, Seun Evans, Alan D’Souza, Deepak Radhakrishnan, Rajiv Banaschewski, Tobias Bokde, Arun L. W. Quinlan, Erin Burke Conrod, Patricia Desrivières, Sylvane Flor, Herta Grigis, Antoine Gowland, Penny Heinz, Andreas Ittermann, Bernd Martinot, Jean-Luc Paillère Martinot, Marie-Laure Nees, Frauke Papadopoulos Orfanos, Dimitri Paus, Tomáš Poustka, Luise Millenet, Sabina Fröhner, Juliane H. Smolka, Michael N. Walter, Henrik Whelan, Robert Schumann, Gunter Potter, Alexandra Garavan, Hugh JAMA Psychiatry Original Investigation IMPORTANCE: Animal studies have shown that the adolescent brain is sensitive to disruptions in endocannabinoid signaling, resulting in altered neurodevelopment and lasting behavioral effects. However, few studies have investigated ties between cannabis use and adolescent brain development in humans. OBJECTIVE: To examine the degree to which magnetic resonance (MR) imaging–assessed cerebral cortical thickness development is associated with cannabis use in a longitudinal sample of adolescents. DESIGN, SETTING, AND PARTICIPANTS: Data were obtained from the community-based IMAGEN cohort study, conducted across 8 European sites. Baseline data used in the present study were acquired from March 1, 2008, to December 31, 2011, and follow-up data were acquired from January 1, 2013, to December 31, 2016. A total of 799 IMAGEN participants were identified who reported being cannabis naive at study baseline and had behavioral and neuroimaging data available at baseline and 5-year follow-up. Statistical analysis was performed from October 1, 2019, to August 31, 2020. MAIN OUTCOMES AND MEASURES: Cannabis use was assessed at baseline and 5-year follow-up with the European School Survey Project on Alcohol and Other Drugs. Anatomical MR images were acquired with a 3-dimensional T1-weighted magnetization prepared gradient echo sequence. Quality-controlled native MR images were processed through the CIVET pipeline, version 2.1.0. RESULTS: The study evaluated 1598 MR images from 799 participants (450 female participants [56.3%]; mean [SD] age, 14.4 [0.4] years at baseline and 19.0 [0.7] years at follow-up). At 5-year follow-up, cannabis use (from 0 to >40 uses) was negatively associated with thickness in left prefrontal (peak: t(785) = –4.87, cluster size = 1558 vertices; P = 1.10 × 10(−6), random field theory cluster corrected) and right prefrontal (peak: t(785) = –4.27, cluster size = 1551 vertices; P = 2.81 × 10(−5), random field theory cluster corrected) cortices. There were no significant associations between lifetime cannabis use at 5-year follow-up and baseline cortical thickness, suggesting that the observed neuroanatomical differences did not precede initiation of cannabis use. Longitudinal analysis revealed that age-related cortical thinning was qualified by cannabis use in a dose-dependent fashion such that greater use, from baseline to follow-up, was associated with increased thinning in left prefrontal (peak: t(815.27) = –4.24, cluster size = 3643 vertices; P = 2.28 × 10(−8), random field theory cluster corrected) and right prefrontal (peak: t(813.30) = –4.71, cluster size = 2675 vertices; P = 3.72 × 10(−8), random field theory cluster corrected) cortices. The spatial pattern of cannabis-related thinning was associated with age-related thinning in this sample (r = 0.540; P < .001), and a positron emission tomography–assessed cannabinoid 1 receptor–binding map derived from a separate sample of participants (r = −0.189; P < .001). Analysis revealed that thinning in right prefrontal cortices, from baseline to follow-up, was associated with attentional impulsiveness at follow-up. CONCLUSIONS AND RELEVANCE: Results suggest that cannabis use during adolescence is associated with altered neurodevelopment, particularly in cortices rich in cannabinoid 1 receptors and undergoing the greatest age-related thickness change in middle to late adolescence. American Medical Association 2021-06-16 2021-09 /pmc/articles/PMC8209561/ /pubmed/34132750 http://dx.doi.org/10.1001/jamapsychiatry.2021.1258 Text en Copyright 2021 Albaugh MD et al. JAMA Psychiatry. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the CC-BY License.
spellingShingle Original Investigation
Albaugh, Matthew D.
Ottino-Gonzalez, Jonatan
Sidwell, Amanda
Lepage, Claude
Juliano, Anthony
Owens, Max M.
Chaarani, Bader
Spechler, Philip
Fontaine, Nicholas
Rioux, Pierre
Lewis, Lindsay
Jeon, Seun
Evans, Alan
D’Souza, Deepak
Radhakrishnan, Rajiv
Banaschewski, Tobias
Bokde, Arun L. W.
Quinlan, Erin Burke
Conrod, Patricia
Desrivières, Sylvane
Flor, Herta
Grigis, Antoine
Gowland, Penny
Heinz, Andreas
Ittermann, Bernd
Martinot, Jean-Luc
Paillère Martinot, Marie-Laure
Nees, Frauke
Papadopoulos Orfanos, Dimitri
Paus, Tomáš
Poustka, Luise
Millenet, Sabina
Fröhner, Juliane H.
Smolka, Michael N.
Walter, Henrik
Whelan, Robert
Schumann, Gunter
Potter, Alexandra
Garavan, Hugh
Association of Cannabis Use During Adolescence With Neurodevelopment
title Association of Cannabis Use During Adolescence With Neurodevelopment
title_full Association of Cannabis Use During Adolescence With Neurodevelopment
title_fullStr Association of Cannabis Use During Adolescence With Neurodevelopment
title_full_unstemmed Association of Cannabis Use During Adolescence With Neurodevelopment
title_short Association of Cannabis Use During Adolescence With Neurodevelopment
title_sort association of cannabis use during adolescence with neurodevelopment
topic Original Investigation
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8209561/
https://www.ncbi.nlm.nih.gov/pubmed/34132750
http://dx.doi.org/10.1001/jamapsychiatry.2021.1258
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