TY - JOUR
T1 - Intrinsic Structural Connectivity of the Default Mode Network and Behavioral Correlates of Executive Function and Social Skills in Youth with Autism Spectrum Disorders
AU - Blume, Jessica
AU - Kahathuduwa, Chanaka
AU - Mastergeorge, Ann
N1 - Publisher Copyright:
© 2022, This is a U.S. government work and not under copyright protection in the U.S.; foreign copyright protection may apply.
PY - 2023/5
Y1 - 2023/5
N2 - 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.
AB - 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.
KW - Autism
KW - BEDPOSTX
KW - Default mode network
KW - Diffusion tensor imaging
KW - Executive function
KW - PROBTRACKX
KW - Probabilistic tractography
KW - Social skills
UR - https://www.scopus.com/pages/publications/85124360302
UR - https://www.scopus.com/pages/publications/85124360302#tab=citedBy
U2 - 10.1007/s10803-022-05460-y
DO - 10.1007/s10803-022-05460-y
M3 - Article
C2 - 35141816
AN - SCOPUS:85124360302
SN - 0162-3257
VL - 53
SP - 1930
EP - 1941
JO - Journal of Autism and Developmental Disorders
JF - Journal of Autism and Developmental Disorders
IS - 5
ER -