Contrast subgraphs catch patterns of altered functional connectivity in autism spectrum disorder.

Publication date: Jul 07, 2025

Despite the breakthrough achievements in understanding structural and functional alterations of brain connectivity in autism spectrum disorder (ASD), the exact nature and type of such alterations are not yet clear due to conflicting reports of hyper-connectivity, hypo-connectivity, and-in some cases-combinations of both. In this work, we bring order to the debate using a network comparison technique to capture mesoscopic-scale differential patterns of functional connectedness. In particular, we leverage recent algorithmic advances in extracting contrast subgraphs to identify maximally different mesoscopic connectivity structures between two sets of networks from typically developed individuals and ASD subjects across different developmental stages. A significantly larger connectivity among occipital cortex regions and between the left precuneus and the superior parietal gyrus was found in ASD subjects. At the same time, reduced connectivity characterized the superior frontal gyrus and the temporal lobe regions. More importantly, our results reconcile within a single framework multiple previous separate observations about functional connectivity alterations in ASD.

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Concepts Keywords
Algorithmic Adolescent
Autism Adult
Developmental Autism Spectrum Disorder
Hyper Autism spectrum disorder
Nature Brain
Brain Mapping
Child
Connectome
Contrast subgraphs
Female
Functional brain networks
Functional connectivity
Humans
Magnetic Resonance Imaging
Male
Nerve Net
Network neuroscience
Parietal Lobe
Young Adult

Semantics

Type Source Name
disease MESH autism spectrum disorder
drug DRUGBANK Coenzyme M
drug DRUGBANK Aspartame
disease MESH autism
disease MESH saccades
drug DRUGBANK Isoxaflutole
disease MESH attention deficit hyperactivity disorder
disease MESH schizophrenia
pathway REACTOME Pervasive developmental disorders
disease MESH eye movement disorders
disease MESH infarctions
disease MESH face expression
drug DRUGBANK Zolmitriptan
disease MESH psychosis
pathway REACTOME Reproduction

Original Article

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