Wu Shengjuan, Wen Zhi, Yang Wenzhong, Jiang Chengcheng, Zhou Yurong, Zhao Zhiwei, Zhou Aiqin, Liu Xinglian, Wang Xiaoyan, Wang Yue, Wang Hong, Lin Fuchun
Department of Child Health Care, Maternal and Child Health Hospital of Hubei Province, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
Department of Radiology, Renmin Hospital of Wuhan University, Wuhan, China.
Front Neurosci. 2023 Jan 9;16:1097244. doi: 10.3389/fnins.2022.1097244. eCollection 2022.
The early diagnosis of autism in children is particularly important. However, there is no obvious objective indices for the diagnosis of autism spectrum disorder (ASD), especially in toddlers aged 1-3 years with language development delay (LDD). The early differential diagnosis of ASD is challenging.
To examine differences in the dynamic characteristics of regional neural activity in toddlers with ASD and LDD, and whether the differences can be used as an imaging biomarker for the early differential diagnosis of ASD and LDD.
Dynamic regional homogeneity (dReHo) and dynamic amplitude of low-frequency fluctuations (dALFF) in 55 children with ASD and 31 with LDD, aged 1-3 years, were compared. The correlations between ASD symptoms and the values of dReHo/dALFF within regions showing significant between-group differences were analyzed in ASD group. We further assessed the accuracy of dynamic regional neural activity alterations to distinguish ASD from LDD using receiver operating characteristic (ROC) analysis.
Compared with the LDD group, the ASD group showed increased dReHo in the left cerebellum_8/Crust2 and right cerebellum_Crust2, and decreased dReHo in the right middle frontal gyrus (MFG) and post-central gyrus. Patients with ASD also exhibited decreased dALFF in the right middle temporal gyrus (MFG) and right precuneus. Moreover, the Childhood Autism Rating Scale score was negatively correlated with the dReHo of the left cerebellum_8/crust2 and right cerebellum_crust2. The dReHo value of the right MFG was negatively correlated with social self-help of the Autism Behavior Checklist score.
The pattern of resting-state regional neural activity variability was different between toddlers with ASD and those with LDD. Dynamic regional indices might be novel neuroimaging biomarkers that allow differentiation of ASD from LDD in toddlers.
儿童自闭症的早期诊断尤为重要。然而,自闭症谱系障碍(ASD)的诊断尚无明显的客观指标,尤其是对于1至3岁语言发育迟缓(LDD)的幼儿。ASD的早期鉴别诊断具有挑战性。
研究ASD和LDD幼儿区域神经活动动态特征的差异,以及这些差异是否可作为ASD和LDD早期鉴别诊断的影像学生物标志物。
比较了55例1至3岁ASD儿童和31例LDD儿童的动态局部一致性(dReHo)和低频振幅波动(dALFF)。在ASD组中分析了ASD症状与组间差异显著区域内dReHo/dALFF值之间的相关性。我们进一步使用受试者工作特征(ROC)分析评估动态区域神经活动改变区分ASD和LDD的准确性。
与LDD组相比,ASD组左侧小脑_8/Crus2和右侧小脑_Crus2的dReHo增加,右侧额中回(MFG)和中央后回的dReHo降低。ASD患者右侧颞中回(MFG)和右侧楔前叶的dALFF也降低。此外,儿童自闭症评定量表得分与左侧小脑_8/crus2和右侧小脑_crus2的dReHo呈负相关。右侧MFG的dReHo值与自闭症行为检查表得分的社交自理能力呈负相关。
ASD幼儿和LDD幼儿静息态区域神经活动变异性模式不同。动态区域指标可能是新型神经影像学生物标志物,可用于区分幼儿期的ASD和LDD。