Development of frontoparietal connectivity predicts longitudinal symptom changes in young people with autism spectrum disorder
Year: 2019
Type: article
Study design: Observational Study
Abstract: 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.
Source: Translational Psychiatry
Authors: Hsiang-Yuan Lin, Alistair Perry, Luca Cocchi, James A. Roberts, Wen-Yih Isaac Tseng, Michael Breakspear, Susan Shur-Fen Gau
Institutions: QIMR Berghofer Medical Research Institute, National Taiwan University Hospital, Max Planck Institute for Human Development, University College London, National Taiwan University, Royal Brisbane and Women's Hospital, Metro North Hospital and Health Service, University of Newcastle Australia
Language: English
Subfield: Cognitive Neuroscience
Field: Neuroscience
Domain: Life Sciences
Open Access status: gold
Estimated APC paid: $4,095
Funders: QIMR Berghofer Medical Research Institute, National Science Council, Ministry of Science and Technology, Taiwan, National Health Research Institutes, National Taiwan University Hospital, National Taiwan University, Max-Planck-Institut für Bildungsforschung, Metro North Hospital and Health Service, Medical Research Council, National Health and Medical Research Council
Awards: G1052468712, G1276013671, G1406732815, Prospective Imaging Study of Ageing: Genes, Brain & Behaviour, G236524695, Behavior, Neuropsychology, Neuroimage and Electrophysiology in Autistic Individuals with and without Copy Number Variation and Their Unaffected Siblings, G3905066222, G4406760404, G4624068632, G4914501627, G5029000978, G5405550576, G647175499, Selective modulation of neural network activity using focal brain stimulation, G6769323950, G7912055120, G8078516958, Personalised brain stimulation for treatment of Obsessive-Compulsive Disorder, G89566315, G939887807, G941253296, G982164749
OpenAlex ID: W2911330259
