Regenerative Medicine Institute, School of Medicine, Biomedical Science Building, National University of Ireland (NUI) Galway, Galway, Ireland.
Discipline of Psychiatry, School of Medicine, Trinity College Dublin, Dublin, Ireland.
PLoS One. 2020 Dec 18;15(12):e0242773. doi: 10.1371/journal.pone.0242773. eCollection 2020.
Autism Spectrum Disorder (ASD) is a heterogeneous disorder that is often accompanied with many co-morbidities. Recent genetic studies have identified various pathways from hundreds of candidate risk genes with varying levels of association to ASD. However, it is unknown which pathways are specific to the core symptoms or which are shared by the co-morbidities. We hypothesised that critical ASD candidates should appear widely across different scoring systems, and that comorbidity pathways should be constituted by genes expressed in the relevant tissues. We analysed the Simons Foundation for Autism Research Initiative (SFARI) database and four independently published scoring systems and identified 292 overlapping genes. We examined their mRNA expression using the Genotype-Tissue Expression (GTEx) database and validated protein expression levels using the human protein atlas (HPA) dataset. This led to clustering of the overlapping ASD genes into 2 groups; one with 91 genes primarily expressed in the central nervous system (CNS geneset) and another with 201 genes expressed in both CNS and peripheral tissues (CNS+PT geneset). Bioinformatic analyses showed a high enrichment of CNS development and synaptic transmission in the CNS geneset, and an enrichment of synapse, chromatin remodelling, gene regulation and endocrine signalling in the CNS+PT geneset. Calcium signalling and the glutamatergic synapse were found to be highly interconnected among pathways in the combined geneset. Our analyses demonstrate that 2/3 of ASD genes are expressed beyond the brain, which may impact peripheral function and involve in ASD co-morbidities, and relevant pathways may be explored for the treatment of ASD co-morbidities.
自闭症谱系障碍(ASD)是一种异质性疾病,常伴有多种共病。最近的遗传研究已经确定了来自数百个候选风险基因的各种途径,这些基因与 ASD 的关联程度不同。然而,目前尚不清楚哪些途径是与核心症状特异性相关的,哪些途径是与共病共享的。我们假设,关键的 ASD 候选基因应该广泛出现在不同的评分系统中,而共病途径应该由在相关组织中表达的基因构成。我们分析了自闭症研究倡议基金会(SFARI)数据库和四个独立发表的评分系统,确定了 292 个重叠基因。我们使用基因型组织表达(GTEx)数据库检查了它们的 mRNA 表达,并使用人类蛋白质图谱(HPA)数据集验证了蛋白质表达水平。这导致重叠的 ASD 基因聚类为 2 组;一组有 91 个主要在中枢神经系统(CNS 基因集)中表达的基因,另一组有 201 个在中枢神经系统和外周组织(CNS+PT 基因集)中表达的基因。生物信息学分析表明,CNS 基因集中 CNS 发育和突触传递高度富集,CNS+PT 基因集中突触、染色质重塑、基因调控和内分泌信号高度富集。发现钙信号和谷氨酸能突触在组合基因集中的途径之间高度相互关联。我们的分析表明,2/3 的 ASD 基因在大脑之外表达,这可能会影响外周功能并涉及 ASD 共病,并且可以探索相关途径来治疗 ASD 共病。