Perivascular Space Burden in Children With Autism Spectrum Disorder Correlates With Neurodevelopmental Severity

自闭症谱系障碍 自闭症 白质 医学 人口 磁共振成像 相关性 大脑大小 听力学 放射科 数学 精神科 几何学 环境卫生
作者
G Frigerio,G Rizzato,Denis Peruzzo,Tommaso Ciceri,Elisa Mani,Fabiola Lanteri,Valeria Mariani,Massimo Molteni,Nivedita Agarwal
出处
期刊:Journal of Magnetic Resonance Imaging [Wiley]
卷期号:62 (5): 1496-1506 被引量:4
标识
DOI:10.1002/jmri.70023
摘要

ABSTRACT Background Cerebral perivascular spaces (PVS) are involved in cerebrospinal fluid (CSF) circulation and clearance of metabolic waste in adult humans. A high number of PVS has been reported in autism spectrum disorder (ASD) but its relationship with CSF and disease severity is unclear. Purpose To quantify PVS in children with ASD through MRI. Study Type Retrospective. Population Sixty six children with ASD (mean age: 4.7 ± 1.5 years; males/females: 59/7). Field Strength/Sequence 3T, 3D T1‐weighted GRE and 3D T2‐weighted turbo spin echo sequences. Assessment PVS were segmented using a weakly supervised PVS algorithm. PVS count, white matter‐perivascular spaces (WM‐PVS tot ) and normalized volume (WM‐PVS voln ) were analyzed in the entire white matter. Six regions: frontal, parietal, limbic, occipital, temporal, and deep WM (WM‐PVS sr ). WM, GM, CSF, and extra‐axial CSF (eaCSF) volumes were also calculated. Autism Diagnostic Observation Schedule, Wechsler Intelligence Scale, and Griffiths Mental Developmental scales were used to assess clinical severity and developmental quotient (DQ). Statistical Tests Kendall correlation analysis (continuous variables) and Friedman (categorical variables) tests were used to compare medians of PVS variables across different WM regions. Post hoc pairwise comparisons with Wilcoxon tests were used to evaluate distributions of PVS in WM regions. Generalized linear models were employed to assess DQ, clinical severity, age, and eaCSF volume in relation to PVS variables. A p ‐value < 0.05 indicated statistical significance. Results Severe DQ ( β = 0.0089), mild form of autism ( β = −0.0174), and larger eaCSF ( β = 0.0082) volume was significantly associated with greater WM‐PVS tot count. WM‐PVS voln was predominantly affected by normalized eaCSF volume (eaCSF voln ) ( β = 0.0242; adjusted for WM volumes). The percentage of WM‐PVS sr was higher in the frontal areas (32%) and was lowest in the temporal regions (11%). Data Conclusion PVS count and volume in ASD are associated with eaCSF voln . PVS count is related to clinical severity and DQ. PVS count was higher in frontal regions and lower in temporal regions. Evidence Level 4. Technical Efficacy Stage 3.
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