Assigning Targetable Pathways to Transdiagnostic Subgroups Across Neurodevelopmental Disorders
Jacob EllegoodiD, Antoine BeauchampiD, Yohan YeeiD, Gabe Devenyi, Justine Ziolkowski, Lily R. QiuiD, Rand Askalan, Muhammad AyubiD, Philipp SuetterliniD, Alex P. A. DonovaniD, M. Albert BassoniD, Katherine QuesneliD, Nathalie G. BérubéiD, Taeseon WooiD, David Quentin BeversdorfiD, Hans Tomas BjornssoniD, Randy BlakelyiD, Froylán Calderón de AndaiD, Jacqueline Crawley, Jennifer CrosbieiD, Brian O. OrriD, Graeme W. DavisiD, Matthew Genestine, Emanuel M. DiCicco-BloomiD, Sean E. EganiD, , Jill L. SilvermaniD
Abstract
The heterogeneity of autism and related neurodevelopmental conditions has impeded accurate prognoses and treatment discovery. Using translational neuroimaging across 135 mouse models (3,515 mice) and two human MRI datasets (n = 1,234 and n = 1,015), we derived participant subgroups from shared neuroanatomical features. These subgroups did not distinguish autism, ADHD, or OCD diagnoses and only modestly differentiated cognitive and behavioural phenotypes. Instead, they mapped onto four molecular pathways: (1) synaptic function; (2) MAPK and Wnt signalling; (3) chromatin modification and cellular stress responses; and (4) broader chromatin, immune, and second-messenger signalling pathways. This framework bridges preclinical models and idiopathic human neurodevelopmental conditions, linking patients to biologically relevant molecular mechanisms.
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