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Periventricular white matter abnormalities and restricted repetitive behavior in autism spectrum disorder
Karen Blackmon1, Emma Ben-Avi2, Xiuyuan Wang1
1NYU Comprehensive Epilepsy Center, Department of Neurology, New York University School of Medicine, New York, NY 10016, USA.
Abstract:
Malformations of cortical development are found at higher rates in autism spectrum disorder (ASD) than in healthy controls on postmortem neuropathological evaluation but are more variably observed on visual review of in-vivo MRI brain scans. This may be due to the visually elusive nature of many malformations on MRI. Here, we utilize a quantitative approach to determine whether a volumetric measure of heterotopic gray matter in the white matter is elevated in people with ASD, relative to typically developing controls (TDC). Data from a primary sample of 48 children/young adults with ASD and 48 age-, and gender-matched TDCs, selected from the Autism Brain Imaging Data Exchange (ABIDE) open-access database, were analyzed to compare groups on (1) blinded review of high-resolution T1-weighted research sequences; and (2) quantitative measurement of white matter hypointensity (WMH) volume calculated from the same T1-weighted scans. Groupwise WMH volume comparisons were repeated in an independent, multi-site sample (80 ASD/80 TDC), also selected from ABIDE. Visual review resulted in equivalent proportions of imaging abnormalities in the ASD and TDC group. However, quantitative analysis revealed elevated periventricular and deep subcortical WMH volumes in ASD. This finding was replicated in the independent, multi-site sample. Periventricular WMH volume was not associated with age but was associated with greater restricted repetitive behaviors on both parent-reported and clinician-rated assessment inventories. Thus, findings demonstrate that periventricular WMH volume is elevated in ASD and associated with a higher degree of repetitive behaviors and restricted interests. Although the etiology of focal WMH clusters is unknown, the absence of age effects suggests that they may reflect a static anomaly.
Insights
Quantitative MRI analysis revealed elevated white matter hypointensity (WMH) volumes in individuals with autism spectrum disorder (ASD). This finding, linked to restricted repetitive behaviors, suggests a potential static anomaly in the brain.
Area of Science:
- Neuroimaging
- Autism Spectrum Disorder Research
- Developmental Neuroscience
Background:
- Malformations of cortical development are more frequent in autism spectrum disorder (ASD) but inconsistently detected via in-vivo MRI.
- Visual assessment of MRI scans may miss subtle malformations, necessitating quantitative approaches.
Purpose of the Study:
- To quantitatively assess if white matter hypointensity (WMH) volumes are elevated in individuals with ASD compared to typically developing controls (TDC).
- To investigate the association between WMH volume and behavioral characteristics in ASD.
Main Methods:
- Utilized quantitative volumetric analysis of white matter hypointensity (WMH) from T1-weighted MRI scans.
- Compared WMH volumes between a primary sample (48 ASD/48 TDC) and replicated findings in an independent multi-site sample (80 ASD/80 TDC) from the ABIDE database.
- Correlated WMH volumes with behavioral assessments, including restricted repetitive behaviors.
Main Results:
- Visual MRI review showed no significant group differences in abnormalities.
- Quantitative analysis revealed significantly elevated periventricular and deep subcortical WMH volumes in individuals with ASD.
- Elevated periventricular WMH volume was associated with increased restricted repetitive behaviors in ASD.
Conclusions:
- Quantitative MRI analysis identifies elevated WMH volumes in ASD, particularly in periventricular regions.
- WMH volume elevation in ASD is linked to restricted repetitive behaviors, suggesting a potential static neurodevelopmental anomaly.
- This quantitative approach enhances the detection of subtle brain differences in ASD.
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