Wang Yuexuan, Zhu Zhaoqi, Wang Yonglu, Li Mingchao, Ma Xiao, Huang Kun, Gao Huiyun, Zhang Youqiang, Chen Qiang, Zhang Weiwei, Ke Xiaoyan
School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China.
Department of Ophthalmology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China.
Quant Imaging Med Surg. 2024 Dec 5;14(12):8347-8360. doi: 10.21037/qims-24-753. Epub 2024 Oct 18.
Autism spectrum disorder (ASD) often presents with atypical visual processing, prompting investigation into its connection with retinal features. This study aimed to (I) compare intraretinal layer thickness in the peripapillary region between ASD and neurotypical (NT) groups, (II) assess associations between intraretinal layer thickness and clinical parameters (social functioning and cognitive levels) in ASD subjects, and (III) evaluate the potential of intraretinal layer thickness as a biomarker for ASD.
Participants were recruited through convenience sampling from the Children's Mental Health Research Center at The Affiliated Brain Hospital of Nanjing Medical University and the Department of Ophthalmology at The First Affiliated Hospital of Nanjing Medical University, Nanjing, China, between December 2019 and August 2023. Intraretinal layer thickness in peripapillary region was quantified using optic coherence tomography images with automated layer segmentation performed by OCTExplorer software on 47 individuals with ASD (aged 7-13 years) and age- and sex-matched NT controls. Inter-group comparisons were conducted using unpaired -tests, Welch's -tests, or Mann-Whitney U tests as appropriate. Correlations with social functioning (measured by Social Responsiveness Scale scores) and cognitive levels [measured by total intelligence quotient (IQ) scores] were examined using the Spearman correlation coefficient. Stepwise regression analysis was conducted to assess predictive power.
Significant inter-group differences (P<0.05) were observed in ganglion cell layer and inner nuclear layer (INL) thickness across global and specific quadrant regions. Participants had a mean age of 9.57±1.83 years in the ASD group and 9.89±1.70 years in the age-matched NT group. While no correlation was found between retinal sublayer thickness and social functioning on ASD subjects (all P>0.05), there was a notable correlation between INL thickness in the infero-nasal quadrant and cognitive level (r=0.381, P=0.014). Stepwise regression analysis identified global INL thickness as a significant predictor of total IQ scores (β=3.986, P=0.034), with an R of 0.110 and a root mean square error of 21.900.
This study highlights significant differences in retinal features between ASD and NT groups, with implications for understanding ASD pathogenesis and complexity. The findings suggest that easily observable retinal features hold promise as biomarkers for ASD, warranting further investigation.
自闭症谱系障碍(ASD)常伴有非典型视觉处理,促使人们对其与视网膜特征的联系进行研究。本研究旨在:(I)比较ASD组和神经典型(NT)组视乳头周围区域视网膜各层厚度;(II)评估ASD受试者视网膜各层厚度与临床参数(社交功能和认知水平)之间的关联;(III)评估视网膜各层厚度作为ASD生物标志物的潜力。
2019年12月至2023年8月期间,通过便利抽样从南京医科大学附属脑科医院儿童心理健康研究中心和南京医科大学第一附属医院眼科招募参与者。使用光学相干断层扫描图像对47名ASD患者(年龄7 - 13岁)和年龄及性别匹配的NT对照组进行视乳头周围区域视网膜各层厚度定量分析,通过OCTExplorer软件进行自动分层分割。根据情况使用非配对t检验、 Welch's t检验或Mann - Whitney U检验进行组间比较。使用Spearman相关系数检验与社交功能(通过社交反应量表评分衡量)和认知水平[通过总智商(IQ)评分衡量]的相关性。进行逐步回归分析以评估预测能力。
在神经节细胞层和内核层(INL)的整体及特定象限区域厚度方面,观察到显著的组间差异(P<0.05)。ASD组参与者的平均年龄为9.57±1.83岁,年龄匹配的NT组为9.89±1.70岁。虽然在ASD受试者中未发现视网膜亚层厚度与社交功能之间存在相关性(所有P>0.05),但在下鼻象限的INL厚度与认知水平之间存在显著相关性(r = 0.381,P = 0.014)。逐步回归分析确定整体INL厚度是总IQ评分的显著预测因子(β = 3.986,P = 0.034),R为0.110,均方根误差为21.900。
本研究突出了ASD组和NT组视网膜特征的显著差异,这对于理解ASD的发病机制和复杂性具有重要意义。研究结果表明,易于观察的视网膜特征有望成为ASD的生物标志物,值得进一步研究。