Sex-related patterns of functional brain networks in children and adolescents with autism spectrum disorder.
Cuicui LiJingxuan WangYunna ZhouTong LiBaolin WuXianshun YuanLin LiRui QinHongzhu LiuLinglong ChenXiming WangPublished in: Autism research : official journal of the International Society for Autism Research (2024)
Although numerous studies have emphasized the male predominance in autism spectrum disorder (ASD), how sex differences are related to the topological organization of functional networks remains unclear. This study utilized imaging data from 86 ASD (43 females, aged 7-18 years) and 86 typically developing controls (TCs) (43 females, aged 7-18 years) obtained from Autism Brain Imaging Data Exchange databases, constructed individual whole-brain functional networks, used a graph theory analysis to compute topological metrics, and assessed sex-related differences in topological metrics using a 2 × 2 factorial design. At the global level, females with ASD exhibited significantly higher cluster coefficient and local efficiency than female TCs, while no significant difference was observed between males with ASD and male TCs. Meanwhile, the neurotypical sex differences in cluster coefficient and local efficiency observed in TCs were not present in ASD. At the nodal level, ASD exhibited abnormal nodal centrality in the left middle temporal gyrus.
Keyphrases
- autism spectrum disorder
- intellectual disability
- attention deficit hyperactivity disorder
- white matter
- resting state
- high resolution
- big data
- electronic health record
- lymph node
- functional connectivity
- squamous cell carcinoma
- magnetic resonance imaging
- multiple sclerosis
- magnetic resonance
- artificial intelligence
- radiation therapy
- computed tomography
- rectal cancer
- data analysis
- photodynamic therapy
- drug induced
- contrast enhanced
- subarachnoid hemorrhage