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A critical role of brain network architecture in a continuum model of autism spectrum disorders spanning from healthy individuals with genetic liability to individuals with ASD

Medicine and Health

A critical role of brain network architecture in a continuum model of autism spectrum disorders spanning from healthy individuals with genetic liability to individuals with ASD

B. Khundrakpam, N. Bhutani, et al.

This study by Budhachandra Khundrakpam and colleagues explores the intricate relationship between brain network architecture and autism spectrum disorder (ASD). Utilizing data from ABIDE and PING, the researchers delve into cortical alterations associated with ASD and polygenic risk, revealing stronger implications in cortical hubs. The findings underscore the pivotal role of brain networks in understanding ASD.

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Playback language: English
Abstract
This study investigates the relationship between brain network architecture and autism spectrum disorder (ASD), examining both individuals with ASD and those with high polygenic risk. Using data from the ABIDE and PING databases, the researchers assessed ASD-related cortical alterations and cortical correlates of polygenic risk for ASD, comparing them to structural connectome-based network measures. They found that ASD-related cortical alterations and polygenic risk correlates were more strongly implicated in cortical hubs than non-hub regions. Machine learning models predicted polygenic risk from structural connectomes (r = 0.30, p < 0.0001), with top predictors corresponding to ASD disease epicenters. The study highlights the crucial role of brain network architecture in a continuum model of ASD.
Publisher
Molecular Psychiatry
Published On
Dec 27, 2022
Authors
Budhachandra Khundrakpam, Neha Bhutani, Uku Vainik, Jinnan Gong, Noor Al-Sharif, Alain Dagher, Tonya White, Alan C. Evans
Tags
Autism Spectrum Disorder
Brain Network Architecture
Cortical Alterations
Polygenic Risk
Machine Learning
Structural Connectome
Neuroscience
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