Development of frontoparietal connectivity predicts longitudinal symptom changes in young people with autism spectrum disorder.


Journal

Translational psychiatry
ISSN: 2158-3188
Titre abrégé: Transl Psychiatry
Pays: United States
ID NLM: 101562664

Informations de publication

Date de publication:
12 02 2019
Historique:
received: 25 12 2018
accepted: 02 01 2019
entrez: 14 2 2019
pubmed: 14 2 2019
medline: 16 1 2020
Statut: epublish

Résumé

Structural neuroimaging studies suggest altered brain maturation in autism spectrum disorder (ASD) compared with typically developing controls (TDC). However, the prognostic value of whole-brain structural connectivity analysis in ASD has not been established. Diffusion magnetic imaging data were acquired in 27 high-functioning young ASD participants (2 females) and 29 age-matched TDC (12 females; age 8-18 years) at baseline and again following 3-7 years. Whole-brain structural connectomes were reconstructed from these data and analyzed using a longitudinal statistical model. We identified distinct patterns of widespread brain connections that exhibited either significant increases or decreases in connectivity over time (p < 0.001). There was a significant interaction between diagnosis and time in brain development (p < 0.001). This was expressed by a decrease in structural connectivity within the frontoparietal network-and its broader connectivity-in ASD during adolescence and early adulthood. Conversely, these connections increased with time in TDC. Crucially, stronger baseline connectivity in this subnetwork predicted a lower symptom load at follow-up (p = 0.048), independent of the expression of symptoms at baseline. Our findings suggest a clinically meaningful relationship between the atypical development of frontoparietal structural connections and the dynamics of the autism phenotype through early adulthood. These results highlight a potential marker of future outcome.

Identifiants

pubmed: 30755585
doi: 10.1038/s41398-019-0418-5
pii: 10.1038/s41398-019-0418-5
pmc: PMC6372645
doi:

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

86

Subventions

Organisme : Ministry of Science and Technology, Taiwan (Ministry of Science and Technology of Taiwan)
ID : NSC 101-2314-B-002-136-MY3
Pays : International
Organisme : Ministry of Science and Technology, Taiwan (Ministry of Science and Technology of Taiwan)
ID : MOST106-2918-I-002-019
Pays : International
Organisme : National Health Research Institutes (NHRI)
ID : NHRI-EX104-10404PI, NHRI-EX105-10404PI, NHRI-EX106-10404PI
Pays : International
Organisme : Department of Health | National Health and Medical Research Council (NHMRC)
ID : APP1099082
Pays : International
Organisme : Department of Health | National Health and Medical Research Council (NHMRC)
ID : APP118153
Pays : International
Organisme : Department of Health | National Health and Medical Research Council (NHMRC)
ID : APP10371296
Pays : International
Organisme : Department of Health | National Health and Medical Research Council (NHMRC)
ID : APP1095227
Pays : International
Organisme : Department of Health | National Health and Medical Research Council (NHMRC)
ID : APP1138711
Pays : International

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Auteurs

Hsiang-Yuan Lin (HY)

Department of Psychiatry, National Taiwan University Hospital, and College of Medicine, Taipei, Taiwan.
Systems Neuroscience Group, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia.

Alistair Perry (A)

Systems Neuroscience Group, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia.
Max Planck UCL Centre for Computational Psychiatry and Ageing Research, Max Planck Institute for Human Development, Berlin, Germany.
Center for Lifespan Psychology, Max Planck Institute for Human Development, Berlin, Germany.

Luca Cocchi (L)

Clinical Brain Network Team, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia.

James A Roberts (JA)

Brain Modeling Team, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia.

Wen-Yih Isaac Tseng (WI)

Institute of Medical Device and Imaging, National Taiwan University College of Medicine, Taipei, Taiwan.
Graduate Institute of Brain and Mind Sciences, National Taiwan University College of Medicine, Taipei, Taiwan.

Michael Breakspear (M)

Systems Neuroscience Group, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia. michael.breakspear@qimrberghofer.edu.au.
Metro North Mental Health Service, The Royal Brisbane and Woman's Hospital, Brisbane, QLD, Australia. michael.breakspear@qimrberghofer.edu.au.
University of Newcastle, Newcastle, NSW, Australia. michael.breakspear@qimrberghofer.edu.au.

Susan Shur-Fen Gau (SS)

Department of Psychiatry, National Taiwan University Hospital, and College of Medicine, Taipei, Taiwan. gaushufe@ntu.edu.tw.
Graduate Institute of Brain and Mind Sciences, National Taiwan University College of Medicine, Taipei, Taiwan. gaushufe@ntu.edu.tw.

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