Department of Applied Chemistry, Institute of Natural Science, Global Center for Pharmaceutical Ingredient Materials, Kyung Hee University, Yongin, 17104, Republic of Korea.
Department of New Biology, DGIST, Daegu, 42988, Republic of Korea.
Mol Psychiatry. 2023 Feb;28(2):810-821. doi: 10.1038/s41380-022-01822-1. Epub 2022 Oct 17.
Autism spectrum disorder (ASD) is a major neurodevelopmental disorder in which patients present with core symptoms of social communication impairment, restricted interest, and repetitive behaviors. Although various studies have been performed to identify ASD-related mechanisms, ASD pathology is still poorly understood. CNTNAP2 genetic variants have been found that represent ASD genetic risk factors, and disruption of Cntnap2 expression has been associated with ASD phenotypes in mice. In this study, we performed an integrative multi-omics analysis by combining quantitative proteometabolomic data obtained with Cntnap2 knockout (KO) mice with multi-omics data obtained from ASD patients and forebrain organoids to elucidate Cntnap2-dependent molecular networks in ASD. To this end, a mass spectrometry-based proteometabolomic analysis of the medial prefrontal cortex in Cntnap2 KO mice led to the identification of Cntnap2-associated molecular features, and these features were assessed in combination with multi-omics data obtained on the prefrontal cortex in ASD patients to identify bona fide ASD cellular processes. Furthermore, a reanalysis of single-cell RNA sequencing data obtained from forebrain organoids derived from patients with CNTNAP2-associated ASD revealed that the aforementioned identified ASD processes were mainly linked to excitatory neurons. On the basis of these data, we constructed Cntnap2-associated ASD network models showing mitochondrial dysfunction, axonal impairment, and synaptic activity. Our results may shed light on the Cntnap2-dependent molecular networks in ASD.
自闭症谱系障碍(ASD)是一种主要的神经发育障碍,患者表现出社交沟通障碍、兴趣受限和重复行为等核心症状。尽管已经进行了各种研究来确定与 ASD 相关的机制,但 ASD 的病理仍知之甚少。已经发现 CNTNAP2 基因变异是 ASD 的遗传风险因素,而 Cntnap2 表达的中断与小鼠的 ASD 表型有关。在这项研究中,我们通过将 Cntnap2 敲除(KO)小鼠的定量蛋白质组代谢组学数据与 ASD 患者和前脑类器官的多组学数据相结合,进行了综合多组学分析,以阐明 ASD 中的 Cntnap2 依赖性分子网络。为此,我们对 Cntnap2 KO 小鼠的内侧前额叶皮层进行了基于质谱的蛋白质组代谢组学分析,确定了与 Cntnap2 相关的分子特征,并将这些特征与 ASD 患者前额叶皮层的多组学数据相结合,以鉴定真正的 ASD 细胞过程。此外,对源自 CNTNAP2 相关 ASD 患者的前脑类器官的单细胞 RNA 测序数据的重新分析表明,上述鉴定的 ASD 过程主要与兴奋性神经元有关。基于这些数据,我们构建了 Cntnap2 相关 ASD 网络模型,显示了线粒体功能障碍、轴突损伤和突触活性。我们的研究结果可能为 ASD 中的 Cntnap2 依赖性分子网络提供新的见解。