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...

Full description

Bibliographic Details
Main Authors: Maria Chiara Pino, Roberto Vagnetti, Francesco Masedu, Margherita Attanasio, Sergio Tiberti, Marco Valenti, Monica Mazza
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-10-01
Series:Frontiers in Psychiatry
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fpsyt.2020.579339/full
id doaj-04d1ca9083954f218cbe6ffcb15de901
record_format Article
spelling 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
work_keys_str_mv AT mariachiarapino mappingthenetworkofsocialcognitiondomainsinchildrenwithautismspectrumdisorderthroughgraphanalysis
AT mariachiarapino mappingthenetworkofsocialcognitiondomainsinchildrenwithautismspectrumdisorderthroughgraphanalysis
AT robertovagnetti mappingthenetworkofsocialcognitiondomainsinchildrenwithautismspectrumdisorderthroughgraphanalysis
AT francescomasedu mappingthenetworkofsocialcognitiondomainsinchildrenwithautismspectrumdisorderthroughgraphanalysis
AT margheritaattanasio mappingthenetworkofsocialcognitiondomainsinchildrenwithautismspectrumdisorderthroughgraphanalysis
AT margheritaattanasio mappingthenetworkofsocialcognitiondomainsinchildrenwithautismspectrumdisorderthroughgraphanalysis
AT sergiotiberti mappingthenetworkofsocialcognitiondomainsinchildrenwithautismspectrumdisorderthroughgraphanalysis
AT marcovalenti mappingthenetworkofsocialcognitiondomainsinchildrenwithautismspectrumdisorderthroughgraphanalysis
AT marcovalenti mappingthenetworkofsocialcognitiondomainsinchildrenwithautismspectrumdisorderthroughgraphanalysis
AT monicamazza mappingthenetworkofsocialcognitiondomainsinchildrenwithautismspectrumdisorderthroughgraphanalysis
AT monicamazza mappingthenetworkofsocialcognitiondomainsinchildrenwithautismspectrumdisorderthroughgraphanalysis
_version_ 1724561038639104000