Brain volumes in alcohol use disorder: Do females and males differ? A whole‐brain magnetic resonance imaging mega‐analysis

Author:

Maggioni Eleonora1ORCID,Rossetti Maria G.23ORCID,Allen Nicholas B.4ORCID,Batalla Albert5,Bellani Marcella3,Chye Yann67,Cousijn Janna8ORCID,Goudriaan Anna E.9ORCID,Hester Robert10ORCID,Hutchison Kent11,Li Chiang‐Shan R.12ORCID,Martin‐Santos Rocio13,Momenan Reza14ORCID,Sinha Rajita15ORCID,Schmaal Lianne1617,Solowij Nadia18ORCID,Suo Chao719ORCID,van Holst Ruth J.9,Veltman Dick J.20,Yücel Murat67,Thompson Paul M.21,Conrod Patricia22ORCID,Mackey Scott23,Garavan Hugh23,Brambilla Paolo224ORCID,Lorenzetti Valentina25ORCID

Affiliation:

1. Department of Electronics, Information and Bioengineering Politecnico di Milano Milan Italy

2. Department of Neurosciences and Mental Health Fondazione IRCCS Ca'Granda Ospedale Maggiore Policlinico Milan Italy

3. Department of Neurosciences, Biomedicine and Movement Sciences, Section of Psychiatry University of Verona Verona Italy

4. Department of Psychology University of Oregon Eugene Oregon USA

5. Department of Psychiatry University Medical Center Utrecht Brain Center, Utrecht University Utrecht the Netherlands

6. BrainPark, Turner Institute for Brain and Mental Health School of Psychological Sciences Melbourne Australia

7. Monash Biomedical Imaging Monash University Melbourne Australia

8. Neuroscience of Addiction Lab, Department of Psychology, Education and Child Studies Erasmus University Rotterdam the Netherlands

9. Department of Psychiatry, Amsterdam Institute for Addiction Research Amsterdam UMC, University of Amsterdam Amsterdam the Netherlands

10. School of Psychological Sciences University of Melbourne Melbourne Australia

11. Department of Psychology and Neuroscience University of Colorado Boulder Boulder Colorado USA

12. Department of Psychiatry and of Neuroscience Yale University School of Medicine New Haven Connecticut USA

13. Department of Psychiatry and Psychology, Hospital Clinic, IDIBAPS, CIBERSAM and Institute of Neuroscience University of Barcelona Barcelona Spain

14. Clinical NeuroImaging Research Core, Office of the Clinical Director National Institute on Alcohol Abuse and Alcoholism Bethesda Maryland USA

15. Department of Psychiatry Yale University School of Medicine New Haven Connecticut USA

16. Orygen Parkville Australia

17. Centre for Youth Mental Health The University of Melbourne Melbourne Australia

18. School of Psychology and Illawarra Health and Medical Research Institute University of Wollongong Wollongong Australia

19. Australian Characterisation Commons at Scale (ACCS) Project Monash eResearch Centre Melbourne Australia

20. Department of Psychiatry VU University Medical Center Amsterdam the Netherlands

21. Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute Keck School of Medicine, University of Southern California Los Angeles California USA

22. Department of Psychiatry Universite de Montreal, CHU Ste Justine Hospital Montreal Canada

23. Department of Psychiatry University of Vermont Burlington Vermont USA

24. Department of Pathophysiology and Transplantation University of Milan Milan Italy

25. Neuroscience of Addiction and Mental Health Program, Healthy Brain and Mind Research Centre, School of Behavioral and Health Sciences Faculty of Health Sciences, Australian Catholic University Fitzroy Victoria Australia

Abstract

AbstractEmerging evidence suggests distinct neurobiological correlates of alcohol use disorder (AUD) between sexes, which however remain largely unexplored. This work from ENIGMA Addiction Working Group aimed to characterize the sex differences in gray matter (GM) and white matter (WM) correlates of AUD using a whole‐brain, voxel‐based, multi‐tissue mega‐analytic approach, thereby extending our recent surface‐based region of interest findings on a nearly matching sample using a complementary methodological approach. T1‐weighted magnetic resonance imaging (MRI) data from 653 people with AUD and 326 controls was analyzed using voxel‐based morphometry. The effects of group, sex, group‐by‐sex, and substance use severity in AUD on brain volumes were assessed using General Linear Models. Individuals with AUD relative to controls had lower GM volume in striatal, thalamic, cerebellar, and widespread cortical clusters. Group‐by‐sex effects were found in cerebellar GM and WM volumes, which were more affected by AUD in females than males. Smaller group‐by‐sex effects were also found in frontotemporal WM tracts, which were more affected in AUD females, and in temporo‐occipital and midcingulate GM volumes, which were more affected in AUD males. AUD females but not males showed a negative association between monthly drinks and precentral GM volume. Our results suggest that AUD is associated with both shared and distinct widespread effects on GM and WM volumes in females and males. This evidence advances our previous region of interest knowledge, supporting the usefulness of adopting an exploratory perspective and the need to include sex as a relevant moderator variable in AUD.

Funder

Australian Catholic University

Fundação Bial

Ministero della Salute

National Health and Medical Research Council

National Institute on Alcohol Abuse and Alcoholism

National Institute on Drug Abuse

Ramaciotti Foundations

ZonMw

Publisher

Wiley

Subject

Neurology (clinical),Neurology,Radiology, Nuclear Medicine and imaging,Radiological and Ultrasound Technology,Anatomy

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