1 recherche sur le mot-clé 'Module preservation analysis'

Network Analysis of Behaviors in the Depression and Autism Realms: Inter-Relationships and Clinical Implications / Farhad MONTAZERI in Journal of Autism and Developmental Disorders, 50-5 (May 2020)  

Public ISBD [article]  inJournal of Autism and Developmental Disorders > 50-5 (May 2020) . - p.1580-1595 Titre : Network Analysis of Behaviors in the Depression and Autism Realms: Inter-Relationships and Clinical Implications Type de document : Texte imprimé et/ou numérique Auteurs : Farhad MONTAZERI, Auteur ; Annelies A. DE BILDT, Auteur ; Vera DEKKER, Auteur ; George M. ANDERSON, Auteur Article en page(s) : p.1580-1595 Langues : Anglais (eng) Mots-clés : Anxiety  Autism spectrum disorder  Clustering analysis  Depression  Gaussian graphical modeling  Module preservation analysis  Network analysis Index. décimale : PER Périodiques Résumé : Depression-, anxiety-, OCD- and autism-related behaviors were assessed in 118 high-functioning individuals with autism spectrum disorders (ASD) and in 2016 controls. The ASD group had a higher rate of clinical depression and markedly higher "insomnia" and "restlessness" scores. Network analysis and hierarchical cluster analysis in the ASD group revealed that depression and anxiety items clustered together, but separately from autism-related items. Compared to controls, "insomnia" and "restlessness" items in the ASD network of depression items were much more central (higher closeness, and betweenness centrality). Combined networks of depression-, anxiety-, and OCD-related items revealed that the control group depression item module was not preserved in ASD. The results indicate that depression is atypical in autism and suggest specific intervention targets. En ligne : http://dx.doi.org/10.1007/s10803-019-03914-4 Permalink : https://www.cra-rhone-alpes.org/cid/opac_css/index.php?lvl=notice_display&id=422 [article] Network Analysis of Behaviors in the Depression and Autism Realms: Inter-Relationships and Clinical Implications [Texte imprimé et/ou numérique] / Farhad MONTAZERI, Auteur ; Annelies A. DE BILDT, Auteur ; Vera DEKKER, Auteur ; George M. ANDERSON, Auteur . - p.1580-1595. Langues : Anglais (eng) in Journal of Autism and Developmental Disorders > 50-5 (May 2020) . - p.1580-1595 Mots-clés : Anxiety  Autism spectrum disorder  Clustering analysis  Depression  Gaussian graphical modeling  Module preservation analysis  Network analysis Index. décimale : PER Périodiques Résumé : Depression-, anxiety-, OCD- and autism-related behaviors were assessed in 118 high-functioning individuals with autism spectrum disorders (ASD) and in 2016 controls. The ASD group had a higher rate of clinical depression and markedly higher "insomnia" and "restlessness" scores. Network analysis and hierarchical cluster analysis in the ASD group revealed that depression and anxiety items clustered together, but separately from autism-related items. Compared to controls, "insomnia" and "restlessness" items in the ASD network of depression items were much more central (higher closeness, and betweenness centrality). Combined networks of depression-, anxiety-, and OCD-related items revealed that the control group depression item module was not preserved in ASD. The results indicate that depression is atypical in autism and suggest specific intervention targets. En ligne : http://dx.doi.org/10.1007/s10803-019-03914-4 Permalink : https://www.cra-rhone-alpes.org/cid/opac_css/index.php?lvl=notice_display&id=422