Abnormal wiring of the structural connectome in adults with ADHD

Author:

Tolonen Tuija1ORCID,Roine Timo23,Alho Kimmo14,Leppämäki Sami5,Tani Pekka6,Koski Anniina6,Laine Matti37,Salmi Juha24

Affiliation:

1. Department of Psychology and Logopedics, University of Helsinki, Helsinki, Finland

2. Department of Neuroscience and Biomedical Engineering, Aalto University, Espoo, Finland

3. Turku Brain and Mind Center, University of Turku, Turku, Finland

4. AMI Centre, Aalto Neuroimaging, Aalto University, Espoo, Finland

5. Terveystalo Healthcare, Helsinki, Finland

6. Department of Psychiatry, Helsinki University Hospital, Helsinki, Finland

7. Department of Psychology, Åbo Akademi University, Turku, Finland

Abstract

Abstract Current knowledge of white matter changes in large-scale brain networks in adult attention-deficit/hyperactivity disorder (ADHD) is scarce. We collected diffusion-weighted magnetic resonance imaging data in 40 adults with ADHD and 36 neurotypical controls and used constrained spherical deconvolution–based tractography to reconstruct whole-brain structural connectivity networks. We used network-based statistic (NBS) and graph theoretical analysis to investigate differences in these networks between the ADHD and control groups, as well as associations between structural connectivity and ADHD symptoms assessed with the Adult ADHD Self-Report Scale or performance in the Conners Continuous Performance Test 2 (CPT-2). NBS revealed decreased connectivity in the ADHD group compared to the neurotypical controls in widespread unilateral networks, which included subcortical and corticocortical structures and encompassed dorsal and ventral attention networks and visual and somatomotor systems. Furthermore, hypoconnectivity in a predominantly left-frontal network was associated with higher amount of commission errors in CPT-2. Graph theoretical analysis did not reveal topological differences between the groups or associations between topological properties and ADHD symptoms or task performance. Our results suggest that abnormal structural wiring of the brain in adult ADHD is manifested as widespread intrahemispheric hypoconnectivity in networks previously associated with ADHD in functional neuroimaging studies.

Funder

Academy of Finland

Åbo Akademi University Endowment for the BrainTrain project

Finnish Cultural Foundation

Vilho, Yrjö and Kalle Väisälä Foundation of the Finnish Academy of Science and Letters

Publisher

MIT Press

Subject

Applied Mathematics,Artificial Intelligence,Computer Science Applications,General Neuroscience

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