Bridging the gap: unveiling key links between autism and anxiety symptoms in autistic children and youth using a network analysis in pooled data from four countries.
Anat Zaidman-Zait, Matthew J Hollocks, Connor M Kerns, Iliana Magiati, Alana J McVey, Isabel M Smith, Rachael Bedford, Teresa Bennett, Eric Duku, Stelios Georgiades, Annie Richard, Tracy Vaillancourt, Lonnie Zwaigenbaum, Antonio Hardan, Robin Libove, Jacqui Rodgers, Mikle South, Emily Simonoff, Amy Van Hecke, Mirko Uljarević, Peter Szatmari
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引用次数: 0
Abstract
Background: Autistic children experience significantly higher rates of anxiety compared to nonautistic children. The precise relations between autism characteristics and anxiety symptoms remain unclear in this population. Previous work has explored associations at the domain level, which involve examining broad categories or clusters of symptoms, rather than the relationships between specific symptoms and/or individual characteristics. We addressed this gap by taking a network approach to understand the shared structure of autism characteristics and anxiety symptoms.
Method: Data were pooled from five studies from Canada, Singapore, the UK, and the USA, totaling 623 autistic children (17% female sex; aged 6-18 years), for whom the parent-report Spence Children's Anxiety Scale (SCAS-P) was available. We derived two undirected regularized networks, first from the SCAS-P items only, and then by adding autism characteristics pertaining to social communication, highly focused and repetitive behavior, and sensory hypersensitivity. From these models' metrics, we extracted nodes' predictability, key bridging nodes, and community detection.
Results: The anxiety-only network was highly connected and consisted of four key clusters: General Anxiety, Social Anxiety, Separation Anxiety, and Panic/Agoraphobia. These broadly aligned with the existing SCAS-P structure based on DSM-IV-TR criteria. In the autism-anxiety network, the structure of anxiety remained mostly stable, with autism features forming their own community. Preference for predictability (i.e., sameness) and sensory hypersensitivity were key nodes that linked autistic features and anxiety symptoms, primarily through generalized anxiety.
Conclusion: This study identified some of the key characteristics that bridge the broadly independent structures of autism characteristics and anxiety symptoms. The findings are discussed in the context of guiding the assessment, prevention, and treatment of anxiety in autism.
期刊介绍:
Child and Adolescent Mental Health (CAMH) publishes high quality, peer-reviewed child and adolescent mental health services research of relevance to academics, clinicians and commissioners internationally. The journal''s principal aim is to foster evidence-based clinical practice and clinically orientated research among clinicians and health services researchers working with children and adolescents, parents and their families in relation to or with a particular interest in mental health. CAMH publishes reviews, original articles, and pilot reports of innovative approaches, interventions, clinical methods and service developments. The journal has regular sections on Measurement Issues, Innovations in Practice, Global Child Mental Health and Humanities. All published papers should be of direct relevance to mental health practitioners and clearly draw out clinical implications for the field.