Atypical functional connectome hierarchy in autism View Full Text


Ontology type: schema:ScholarlyArticle      Open Access: True


Article Info

DATE

2019-12

AUTHORS

Seok-Jun Hong, Reinder Vos de Wael, Richard A. I. Bethlehem, Sara Lariviere, Casey Paquola, Sofie L. Valk, Michael P. Milham, Adriana Di Martino, Daniel S. Margulies, Jonathan Smallwood, Boris C. Bernhardt

ABSTRACT

One paradox of autism is the co-occurrence of deficits in sensory and higher-order socio-cognitive processing. Here, we examined whether these phenotypical patterns may relate to an overarching system-level imbalance-specifically a disruption in macroscale hierarchy affecting integration and segregation of unimodal and transmodal networks. Combining connectome gradient and stepwise connectivity analysis based on task-free functional magnetic resonance imaging (fMRI), we demonstrated atypical connectivity transitions between sensory and higher-order default mode regions in a large cohort of individuals with autism relative to typically-developing controls. Further analyses indicated that reduced differentiation related to perturbed stepwise connectivity from sensory towards transmodal areas, as well as atypical long-range rich-club connectivity. Supervised pattern learning revealed that hierarchical features predicted deficits in social cognition and low-level behavioral symptoms, but not communication-related symptoms. Our findings provide new evidence for imbalances in network hierarchy in autism, which offers a parsimonious reference frame to consolidate its diverse features. More... »

PAGES

1022

References to SciGraph publications

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  • Identifiers

    URI

    http://scigraph.springernature.com/pub.10.1038/s41467-019-08944-1

    DOI

    http://dx.doi.org/10.1038/s41467-019-08944-1

    DIMENSIONS

    https://app.dimensions.ai/details/publication/pub.1112509708

    PUBMED

    https://www.ncbi.nlm.nih.gov/pubmed/30833582


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    415 Institute of Systems Neuroscience, Medical Faculty, Heinrich Heine University, 40225, Düsseldorf, Germany
    416 rdf:type schema:Organization
     




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