Inter-individual differences in human brain structure and morphology link to variation in demographics and behavior

Author:

Llera Alberto123ORCID,Wolfers Thomas123,Mulders Peter1234,Beckmann Christian F12345

Affiliation:

1. Radboud University Nijmegen, Nijmegen, Netherlands

2. Centre for Cognitive Neuroimaging, Donders Institute for Brain, Cognition and Behavior, Nijmegen, Netherlands

3. Department of Cognitive Neuroscience, Radboud University Medical Centre, Nijmegen, Netherlands

4. Department of Psychiatry, Radboud University Medical Center, Nijmegen, Netherlands

5. Oxford Centre for Functional Magnetic Resonance Imaging of the Brain (FMRIB), University of Oxford, Oxford, United Kingdom

Abstract

We perform a comprehensive integrative analysis of multiple structural MR-based brain features and find for the first-time strong evidence relating inter-individual brain structural variations to a wide range of demographic and behavioral variates across a large cohort of young healthy human volunteers. Our analyses reveal that a robust ‘positive-negative’ spectrum of behavioral and demographic variates, recently associated to covariation in brain function, can already be identified using only structural features, highlighting the importance of careful integration of structural features in any analysis of inter-individual differences in functional connectivity and downstream associations with behavioral/demographic variates.

Funder

Wellcome Trust

Nederlandse Organisatie voor Wetenschappelijk Onderzoek

EU Seventh Framework Programme

Publisher

eLife Sciences Publications, Ltd

Subject

General Immunology and Microbiology,General Biochemistry, Genetics and Molecular Biology,General Medicine,General Neuroscience

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