Department of Radiology, Juntendo University Graduate School of Medicine, 2-1-1, Hongo, Bunkyo-ku, Tokyo, 113-8421, Japan.
Department of Psychiatry, Juntendo University Graduate School of Medicine, 2-1-1, Hongo, Bunkyo-ku, Tokyo, 113-8421, Japan.
Neuroradiology. 2019 Dec;61(12):1343-1353. doi: 10.1007/s00234-019-02238-5. Epub 2019 Jun 18.
Autism spectrum disorder (ASD) is related to impairment in various white matter (WM) pathways. Utility of the recently developed two-compartment model of diffusion kurtosis imaging (DKI) to analyse axial diffusivity of WM is restricted by several limitations. The present study aims to validate the utility of model-free DKI in the evaluation of WM alterations in ASD and analyse the potential relationship between DKI-evident WM alterations and personality scales.
Overall, 15 participants with ASD and 15 neurotypical (NT) controls were scanned on a 3 T magnetic resonance (MR) scanner, and scores for autism quotient (AQ), systemising quotient (SQ) and empathising quotient (EQ) were obtained for both groups. Multishell diffusion-weighted MR data were acquired using two b-values (1000 and 2000 s/mm). Differences in mean kurtosis (MK), radial kurtosis (RK) and axial kurtosis (AK) between the groups were evaluated using tract-based spatial statistics (TBSS). Finally, the relationships between the kurtosis indices and personality quotients were examined.
The ASD group demonstrated significantly lower AK in the body and splenium of corpus callosum than the NT group; however, no other significant differences were identified. Negative correlations were found between AK and AQ or SQ, predominantly in WM areas related to social-emotional processing such as uncinate fasciculus, inferior fronto-occipital fasciculus, and inferior and superior longitudinal fasciculi.
Model-free DKI and its indices may represent a novel, objective method for detecting the disease severity and WM alterations in patients with ASD.
自闭症谱系障碍(ASD)与各种白质(WM)通路的损伤有关。最近开发的双室扩散峰度成像(DKI)模型用于分析 WM 轴向弥散度的效用受到多种限制。本研究旨在验证无模型 DKI 在评估 ASD 中 WM 改变的效用,并分析 DKI 明显的 WM 改变与人格量表之间的潜在关系。
共有 15 名 ASD 患者和 15 名神经典型(NT)对照者在 3T 磁共振(MR)扫描仪上进行扫描,为两组获得自闭症商数(AQ)、系统商数(SQ)和同理心商数(EQ)得分。使用两个 b 值(1000 和 2000 s/mm)采集多壳扩散加权 MR 数据。使用基于束的空间统计学(TBSS)评估组间平均峰度(MK)、径向峰度(RK)和轴向峰度(AK)的差异。最后,检查了峰度指数与人格商数之间的关系。
与 NT 组相比,ASD 组胼胝体体部和压部的 AK 明显降低;然而,没有发现其他显著差异。AK 与 AQ 或 SQ 呈负相关,主要在与社会情感处理相关的 WM 区域,如钩束、下额枕束和下纵束和上纵束。
无模型 DKI 及其指数可能代表一种新的、客观的方法,用于检测 ASD 患者的疾病严重程度和 WM 改变。