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Multicenter mapping of structural network alterations in autism
Authors:Sofie L. Valk  Adriana Di Martino  Michael P. Milham  Boris C. Bernhardt
Affiliation:1. Department of Social Neuroscience, Max‐Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany;2. Phyllis Green and Randolph Cowen Institute for Pediatric Neuroscience and Autism Spectrum Disorder Research Program at the Child Study Center of NYU Langone Medical Center, New York, New York, USA;3. Child Mind Institute, New York, New York, USA;4. Nathan S. Kline Institute for Psychiatry Research, Orangeburg, NYU, New York, USA;5. Brain Imaging Center, Montreal Neurological Institute and Hospital, Montreal, QC, Canada
Abstract:Autism spectrum disorders (ASD) are a group of neurodevelopmental conditions primarily characterized by abnormalities in social cognition. Abundant previous functional MRI studies have shown atypical activity in networks encompassing medial prefrontal cortex (mPFC) and medial parietal regions corresponding to posterior cingulate cortex and precuneus (PCC/PCU). Conversely, studies assessing structural brain anomalies in ASD have been rather inconsistent. The current work evaluated whether structural changes in ASD can be reliability detected in a large multicenter dataset. Our comprehensive structural MRI framework encompassed cortical thickness mapping and structural covariance analysis based on three independent samples comprising individuals with ASD and controls (n = 220), selected from the Autism Brain Imaging Data Exchange open‐access database. Surface‐based analysis revealed increased cortical thickness in ASD relative to controls in mPFC and lateral prefrontal cortex. Clusters encompassing mPFC were embedded in altered inter‐regional covariance networks, showing decreased covariance in ASD relative to controls primarily to PCC/PCU and inferior parietal regions. Cortical thickness increases and covariance reductions in ASD were consistent, yet of variable effect size, across the different sites evaluated and measurable both in children and adults. Our multisite study shows regional and network‐level structural alterations in mPFC in ASD that, possibly, relate to atypical socio‐cognitive functions in this condition. Hum Brain Mapp 36:2364–2373, 2015. © 2015 Wiley Periodicals, Inc.
Keywords:ASD  ABIDE  neocortex  connectivity  medial PFC  connectome
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