Mapping the Network of Social Cognition Domains in Children With Autism Spectrum Disorder Through Graph Analysis
Children with autism spectrum disorder (ASD) are characterized by difficulties in social cognition (SC) domains. The aim of this study is to build an SC network to explore associations among interacting elements within this cognitive construct. We used a graph analysis to explain how individual SC d...
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doaj-04d1ca9083954f218cbe6ffcb15de9012020-11-25T03:33:54ZengFrontiers Media S.A.Frontiers in Psychiatry1664-06402020-10-011110.3389/fpsyt.2020.579339579339Mapping the Network of Social Cognition Domains in Children With Autism Spectrum Disorder Through Graph AnalysisMaria Chiara Pino0Maria Chiara Pino1Roberto Vagnetti2Francesco Masedu3Margherita Attanasio4Margherita Attanasio5Sergio Tiberti6Marco Valenti7Marco Valenti8Monica Mazza9Monica Mazza10Department of Applied Clinical Sciences and Biotechnology, University of L'Aquila, L'Aquila, ItalyRegional Centre for Autism, Abruzzo Region Health System, L'Aquila, ItalyDepartment of Applied Clinical Sciences and Biotechnology, University of L'Aquila, L'Aquila, ItalyDepartment of Applied Clinical Sciences and Biotechnology, University of L'Aquila, L'Aquila, ItalyDepartment of Applied Clinical Sciences and Biotechnology, University of L'Aquila, L'Aquila, ItalyRegional Centre for Autism, Abruzzo Region Health System, L'Aquila, ItalyDepartment of Applied Clinical Sciences and Biotechnology, University of L'Aquila, L'Aquila, ItalyDepartment of Applied Clinical Sciences and Biotechnology, University of L'Aquila, L'Aquila, ItalyRegional Centre for Autism, Abruzzo Region Health System, L'Aquila, ItalyDepartment of Applied Clinical Sciences and Biotechnology, University of L'Aquila, L'Aquila, ItalyRegional Centre for Autism, Abruzzo Region Health System, L'Aquila, ItalyChildren with autism spectrum disorder (ASD) are characterized by difficulties in social cognition (SC) domains. The aim of this study is to build an SC network to explore associations among interacting elements within this cognitive construct. We used a graph analysis to explain how individual SC domains relate to each other and how these relations may differ between ASD and typically developing (TD) groups. Seventy-six children with ASD and 81 TD children, matched for verbal mental age, were subjected to three SC measures. Our results showed that TD children exhibited an SC network characterized by a single domain (i.e., social cognition), while children with ASD demonstrated communicating node communities where social information processing measured by the Social Information Processing Interview (SIPI) represents a key point in understanding network differences between groups.https://www.frontiersin.org/articles/10.3389/fpsyt.2020.579339/fullautism spectrum disordergraph analysisnetworksocial cognitionverbal mental age |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Maria Chiara Pino Maria Chiara Pino Roberto Vagnetti Francesco Masedu Margherita Attanasio Margherita Attanasio Sergio Tiberti Marco Valenti Marco Valenti Monica Mazza Monica Mazza |
spellingShingle |
Maria Chiara Pino Maria Chiara Pino Roberto Vagnetti Francesco Masedu Margherita Attanasio Margherita Attanasio Sergio Tiberti Marco Valenti Marco Valenti Monica Mazza Monica Mazza Mapping the Network of Social Cognition Domains in Children With Autism Spectrum Disorder Through Graph Analysis Frontiers in Psychiatry autism spectrum disorder graph analysis network social cognition verbal mental age |
author_facet |
Maria Chiara Pino Maria Chiara Pino Roberto Vagnetti Francesco Masedu Margherita Attanasio Margherita Attanasio Sergio Tiberti Marco Valenti Marco Valenti Monica Mazza Monica Mazza |
author_sort |
Maria Chiara Pino |
title |
Mapping the Network of Social Cognition Domains in Children With Autism Spectrum Disorder Through Graph Analysis |
title_short |
Mapping the Network of Social Cognition Domains in Children With Autism Spectrum Disorder Through Graph Analysis |
title_full |
Mapping the Network of Social Cognition Domains in Children With Autism Spectrum Disorder Through Graph Analysis |
title_fullStr |
Mapping the Network of Social Cognition Domains in Children With Autism Spectrum Disorder Through Graph Analysis |
title_full_unstemmed |
Mapping the Network of Social Cognition Domains in Children With Autism Spectrum Disorder Through Graph Analysis |
title_sort |
mapping the network of social cognition domains in children with autism spectrum disorder through graph analysis |
publisher |
Frontiers Media S.A. |
series |
Frontiers in Psychiatry |
issn |
1664-0640 |
publishDate |
2020-10-01 |
description |
Children with autism spectrum disorder (ASD) are characterized by difficulties in social cognition (SC) domains. The aim of this study is to build an SC network to explore associations among interacting elements within this cognitive construct. We used a graph analysis to explain how individual SC domains relate to each other and how these relations may differ between ASD and typically developing (TD) groups. Seventy-six children with ASD and 81 TD children, matched for verbal mental age, were subjected to three SC measures. Our results showed that TD children exhibited an SC network characterized by a single domain (i.e., social cognition), while children with ASD demonstrated communicating node communities where social information processing measured by the Social Information Processing Interview (SIPI) represents a key point in understanding network differences between groups. |
topic |
autism spectrum disorder graph analysis network social cognition verbal mental age |
url |
https://www.frontiersin.org/articles/10.3389/fpsyt.2020.579339/full |
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