How do substance use disorders compare to other psychiatric conditions on structural brain abnormalities? A cross-disorder meta-analytic comparison using the ENIGMA consortium findings

Xavier Navarri, Mohammad H. Afzali, Jacob Lavoie, Rajita Sinha, Dan J. Stein, Reza Momenan, Dick J. Veltman, Ozlem Korucuoglu, Zsuzsika Sjoerds, Ruth J. van Holst, Rob Hester, Catherine Orr, Janna Cousijn, Murat Yucel, Valentina Lorenzetti, Reinout Wiers, Neda Jahanshad, David C. Glahn, Paul M. Thompson, Scott MackeyPatricia J. Conrod*

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

28 Scopus citations

Abstract

Alcohol use disorder (AUD) and cannabis use disorder (CUD) are associated with brain alterations particularly involving fronto-cerebellar and meso-cortico-limbic circuitry. However, such abnormalities have additionally been reported in other psychiatric conditions, and until recently there has been few large-scale investigations to compare such findings. The current study uses the Enhancing Neuroimaging Genetics through Meta-Analysis (ENIGMA) consortium method of standardising structural brain measures to quantify case–control differences and to compare brain-correlates of substance use disorders with those published in relation to other psychiatric disorders. Using the ENIGMA protocols, we report effect sizes derived from a meta-analysis of alcohol (seven studies, N = 798, 54% are cases) and cannabis (seven studies, N = 447, 45% are cases) dependent cases and age- and sex-matched controls. We conduct linear analyses using harmonised methods to process and parcellate brain data identical to those reported in the literature for ENIGMA case–control studies of major depression disorder (MDD), schizophrenia (SCZ) and bipolar disorder so that effect sizes are optimally comparable across disorders. R elationships between substance use disorder diagnosis and subcortical grey matter volumes and cortical thickness were assessed with intracranial volume, age and sex as co-variates. After correcting for multiple comparisons, AUD case–control meta-analysis of subcortical regions indicated significant differences in the thalamus, hippocampus, amygdala and accumbens, with effect sizes (0.23) generally equivalent to, or larger than |0.23| those previously reported for other psychiatric disorders (except for the pallidum and putamen). On measures of cortical thickness, AUD was associated with significant differences bilaterally in the fusiform gyrus, inferior temporal gyrus, temporal pole, superior frontal gyrus, and rostral and caudal anterior cingulate gyri. Meta-analysis of CUD case–control studies indicated reliable reductions in amygdala, accumbens and hippocampus volumes, with the former effect size comparable to, and the latter effect size around half of that reported for alcohol and SCZ. CUD was associated with lower cortical thickness in the frontal regions, particularly the medial orbitofrontal region, but this effect was not significant after correcting for multiple testing. This study allowed for an unbiased cross-disorder comparison of brain correlates of substance use disorders and showed alcohol-related brain anomalies equivalent in effect size to that found in SCZ in several subcortical and cortical regions and significantly greater alterations than those found in MDD in several subcortical and cortical regions. Although modest, CUD results overlapped with findings reported for AUD and other psychiatric conditions, but appear to be most robustly related to reduce thickness of the medial orbitofrontal cortex.

Original languageEnglish
Pages (from-to)399-413
Number of pages15
JournalHuman Brain Mapping
Volume43
Issue number1
DOIs
StatePublished - Jan 2022
Externally publishedYes

Funding

FundersFunder number
Nederlandse Organisatie voor Wetenschappelijk Onderzoek
National Institutes of Health
NIH Clinical Center
National Institute on Drug AbuseR01DA047119, 016.08.322, PL1DA024859, R21DA038381, UL1‐RR24925‐01
ZonMw91676084, 31160003, 31160004
VIDI31180002, PL30-1DA024859-01
National Institute of Biomedical Imaging and BioengineeringU54EB020403
National Center for Research ResourcesUL1RR024925
Canada Research Chairs453.08.01
National Institute of Mental HealthR01MH116147
National Center for Advancing Translational SciencesUL1TR001863
National Health and Medical Research Council1117188

    Keywords

    • addiction
    • alcohol
    • cannabis
    • structural neuroimaging

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