Altered global modular organization of intrinsic functional connectivity in autism arises from atypical node-level processing.
Sigar Priyanka, Uddin Lucina Q, Roy Dipanjan
What this study means for families
Scientists studied brain scans from 74 children (34 autistic, 40 typical) aged 5-10 to understand how their brains are organized. They found that autistic children's brains show different patterns of connection and organization, particularly in areas responsible for social interaction, movement, and attention. These brain differences were linked to the social and sensory challenges commonly seen in autism. The research suggests that understanding how individual brain regions work differently can help explain the broader brain network changes in autism.
Summary by AutismInsights from published abstract. This is not a substitute for reading the original paper.
Research summary
This neuroimaging study examined brain network organization in 34 autistic children and 40 typically developing children aged 5-10 years using resting-state fMRI data from the ABIDE database. Researchers used graph-theoretical measures to analyze how individual brain regions (nodes) contribute to overall network organization. The study found that autistic children showed altered topological roles and modular cohesiveness in brain regions within the default mode, sensorimotor, and salience networks. These network changes were primarily associated with social and sensory deficits characteristic of autism.
The findings suggest that atypical global brain network organization in autism arises from changes at the individual node level, providing new insights into the neurobiological basis of autism in young children.
Summary by AutismInsights from published abstract. This is not a substitute for reading the original paper.
Key findings
- 1
Autistic children showed altered topological roles and modular cohesiveness in default mode, sensorimotor, and salience brain networks
Confidence: moderateRelevance: May help explain the neurobiological basis of core autism features - 2
Brain network alterations were primarily associated with social and sensory deficits in children with autism
Confidence: moderateRelevance: Links specific brain changes to observable autism symptoms - 3
Atypical global network organization arises from changes at individual brain node level rather than between-node connections
Confidence: moderateRelevance: Suggests new targets for understanding autism neurobiology
Summary by AutismInsights from published abstract. This is not a substitute for reading the original paper.
Clinical implications
This research advances understanding of how autism affects brain organization in young children. The identification of specific network changes in default mode, sensorimotor, and salience regions may inform future therapeutic targets. However, translation to clinical practice requires replication in larger samples and investigation of how these findings relate to intervention outcomes.
Summary by AutismInsights from published abstract. This is not a substitute for reading the original paper.
Limitations
Small sample size (34 autistic children). Cross-sectional design limits understanding of developmental changes. Relies on resting-state fMRI which may not capture task-related brain activity. Unclear if findings generalize beyond the 5-10 year age range studied.
Summary by AutismInsights from published abstract. This is not a substitute for reading the original paper.
Original abstract
Autism spectrum disorder (ASD) is a neurodevelopmental condition characterized by restricted interests and repetitive behaviors as well as social-communication deficits. These traits are associated with atypicality of functional brain networks. Modular organization in the brain plays a crucial role in network stability and adaptability for neurodevelopment. Previous neuroimaging research demonstrates discrepancies in studies of functional brain modular organization in ASD.
These discrepancies result from the examination of mixed age groups. Furthermore, recent findings suggest that while much attention has been given to deriving atlases and measuring the connections between nodes, within node information may also be crucial in determining altered modular organization in ASD compared with typical development (TD). However, altered modular organization originating from systematic nodal changes are yet to be explored in younger children with ASD. Here, we used graph-theoretical measures to fill this knowledge gap.
To this end, we utilized multicenter resting-state fMRI data collected from 5 to 10-year-old children-34 ASD and 40 TD obtained from the Autism Brain Image Data Exchange (ABIDE) I and II. We demonstrate that alterations in topological roles and modular cohesiveness are the two key properties of brain regions anchored in default mode, sensorimotor, and salience networks, and primarily relate to social and sensory deficits in children with ASD. These results demonstrate that atypical global network organization in children with ASD arises from nodal role changes, and contribute to the growing body of literature suggesting that there is interesting information within nodes providing critical markers of functional brain networks in autistic children.
Evidence Grade
limited
Grade assigned by AutismInsights based on study type and published abstract.
Study Details
- Journal
- Autism research : official journal of the International Society for Autism Research
- Year
- 2023
- PMID
- 36333956
- DOI
- 10.1002/aur.2840
MeSH Terms