Correlation between autistic traits and brain functional connectivity in preschoolers with autism spectrum disorder: a resting state MEG study

Neurol Sci. 2024 Sep;45(9):4549-4561. doi: 10.1007/s10072-024-07528-2. Epub 2024 Apr 19.

Abstract

Background: Neurophysiological studies recognized that Autism Spectrum Disorder (ASD) is associated with altered patterns of over- and under-connectivity. However, little is known about network organization in children with ASD in the early phases of development and its correlation with the severity of core autistic features.

Methods: The present study aimed at investigating the association between brain connectivity derived from MEG signals and severity of ASD traits measured with different diagnostic clinical scales, in a sample of 16 children with ASD aged 2 to 6 years.

Results: A significant correlation emerged between connectivity strength in cortical brain areas implicated in several resting state networks (Default mode, Central executive, Salience, Visual and Sensorimotor) and the severity of communication anomalies, social interaction problems, social affect problems, and repetitive behaviors. Seed analysis revealed that this pattern of correlation was mainly caused by global rather than local effects.

Conclusions: The present evidence suggests that altered connectivity strength in several resting state networks is related to clinical features and may contribute to neurofunctional correlates of ASD. Future studies implementing the same method on a wider and stratified sample may further support functional connectivity as a possible biomarker of the condition.

Keywords: Autism Spectrum Disorder; Autistic traits; Functional connectivity; MEG; Preschool children; Resting state and network-based statistic.

MeSH terms

  • Autism Spectrum Disorder* / diagnostic imaging
  • Autism Spectrum Disorder* / physiopathology
  • Brain* / diagnostic imaging
  • Brain* / physiopathology
  • Child
  • Child, Preschool
  • Connectome
  • Female
  • Humans
  • Magnetoencephalography*
  • Male
  • Neural Pathways / diagnostic imaging
  • Neural Pathways / physiopathology
  • Rest / physiology