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Brain mapping across 16 autism mouse models reveals a spectrum of functional connectivity subtypes

Zerbi, V; Pagani, M; Markicevic, M; Matteoli, M; Pozzi, D; Fagiolini, M; Bozzi, Y; Galbusera, A; Scattoni, M L; Provenzano, G; Banerjee, A; Helmchen, F; Basson, M A; Ellegood, J; Lerch, J P; Rudin, M; Gozzi, A; Wenderoth, N (2021). Brain mapping across 16 autism mouse models reveals a spectrum of functional connectivity subtypes. Molecular Psychiatry, 26(12):7610-7620.

Abstract

Autism Spectrum Disorder (ASD) is characterized by substantial, yet highly heterogeneous abnormalities in functional brain connectivity. However, the origin and significance of this phenomenon remain unclear. To unravel ASD connectopathy and relate it to underlying etiological heterogeneity, we carried out a bi-center cross-etiological investigation of fMRI-based connectivity in the mouse, in which specific ASD-relevant mutations can be isolated and modeled minimizing environmental contributions. By performing brain-wide connectivity mapping across 16 mouse mutants, we show that different ASD-associated etiologies cause a broad spectrum of connectional abnormalities in which diverse, often diverging, connectivity signatures are recognizable. Despite this heterogeneity, the identified connectivity alterations could be classified into four subtypes characterized by discrete signatures of network dysfunction. Our findings show that etiological variability is a key determinant of connectivity heterogeneity in ASD, hence reconciling conflicting findings in clinical populations. The identification of etiologically-relevant connectivity subtypes could improve diagnostic label accuracy in the non-syndromic ASD population and paves the way for personalized treatment approaches.

Additional indexing

Item Type:Journal Article, refereed, original work
Communities & Collections:04 Faculty of Medicine > Neuroscience Center Zurich
04 Faculty of Medicine > Brain Research Institute
Dewey Decimal Classification:570 Life sciences; biology
610 Medicine & health
Scopus Subject Areas:Life Sciences > Molecular Biology
Life Sciences > Cellular and Molecular Neuroscience
Health Sciences > Psychiatry and Mental Health
Language:German
Date:1 December 2021
Deposited On:18 Jan 2022 15:29
Last Modified:16 Mar 2025 04:39
Publisher:Nature Publishing Group
ISSN:1359-4184
OA Status:Hybrid
Free access at:PubMed ID. An embargo period may apply.
Publisher DOI:https://doi.org/10.1038/s41380-021-01245-4
PubMed ID:34381171
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  • Licence: Creative Commons: Attribution 4.0 International (CC BY 4.0)

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