Abstract
Brain connectivity of individuals with autism spectrum disorders (ASD) is heterogenous, as are the behavioral manifestations. The current study investigated brain-behavior relationships in the context of social skills and executive function profiles with data from the Autism Brain Imaging Database Exchange II. We calculated connectivity measures from diffusion tensor imaging using Bayesian estimation and probabilistic tractography. Subsequently, we performed structural equation modeling by regressing three latent factors, yielded from an exploratory factor analysis, onto total default mode network (DMN) connectivity. Both social regulation processing and self-directed cognitive processing factors moderately, negatively correlated with total DMN connectivity. Our findings indicate social regulation processing difficulties in youth with ASD may be attributable to impaired connectivity between the anterior and posterior DMN.
Original language | English (US) |
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Pages (from-to) | 1930-1941 |
Number of pages | 12 |
Journal | Journal of Autism and Developmental Disorders |
Volume | 53 |
Issue number | 5 |
DOIs | |
State | Published - May 2023 |
Externally published | Yes |
Keywords
- Autism
- BEDPOSTX
- Default mode network
- Diffusion tensor imaging
- Executive function
- PROBTRACKX
- Probabilistic tractography
- Social skills
ASJC Scopus subject areas
- Developmental and Educational Psychology