Laboratory of Molecular Neuropathology, Centre for Integrative Biology (CIBIO), University of Trento, Via delle Regole 101, 38123 Trento, Italy.
Laboratory of Translational Genomics, Centre for Integrative Biology (CIBIO), University of Trento, Via delle Regole 101, 38123 Trento, Italy.
Mol Autism. 2013 Dec 19;4(1):51. doi: 10.1186/2040-2392-4-51.
Transcriptome analysis has been used in autism spectrum disorder (ASD) to unravel common pathogenic pathways based on the assumption that distinct rare genetic variants or epigenetic modifications affect common biological pathways. To unravel recurrent ASD-related neuropathological mechanisms, we took advantage of the En2-/- mouse model and performed transcriptome profiling on cerebellar and hippocampal adult tissues.
Cerebellar and hippocampal tissue samples from three En2-/- and wild type (WT) littermate mice were assessed for differential gene expression using microarray hybridization followed by RankProd analysis. To identify functional categories overrepresented in the differentially expressed genes, we used integrated gene-network analysis, gene ontology enrichment and mouse phenotype ontology analysis. Furthermore, we performed direct enrichment analysis of ASD-associated genes from the SFARI repository in our differentially expressed genes.
Given the limited number of animals used in the study, we used permissive criteria and identified 842 differentially expressed genes in En2-/- cerebellum and 862 in the En2-/- hippocampus. Our functional analysis revealed that the molecular signature of En2-/- cerebellum and hippocampus shares convergent pathological pathways with ASD, including abnormal synaptic transmission, altered developmental processes and increased immune response. Furthermore, when directly compared to the repository of the SFARI database, our differentially expressed genes in the hippocampus showed enrichment of ASD-associated genes significantly higher than previously reported. qPCR was performed for representative genes to confirm relative transcript levels compared to those detected in microarrays.
Despite the limited number of animals used in the study, our bioinformatic analysis indicates the En2-/- mouse is a valuable tool for investigating molecular alterations related to ASD.
转录组分析已被用于自闭症谱系障碍(ASD),以揭示常见的致病途径,其假设是不同的罕见遗传变异或表观遗传修饰影响共同的生物学途径。为了揭示与 ASD 相关的反复发生的神经病理学机制,我们利用 En2-/- 小鼠模型,并对小脑和海马的成年组织进行转录组谱分析。
使用微阵列杂交和 RankProd 分析,评估来自 En2-/-和野生型(WT)同窝仔鼠的小脑和海马组织样本中的差异基因表达。为了识别在差异表达基因中过度表达的功能类别,我们使用了整合基因网络分析、基因本体富集和小鼠表型本体分析。此外,我们在我们的差异表达基因中进行了来自 SFARI 存储库的 ASD 相关基因的直接富集分析。
考虑到研究中使用的动物数量有限,我们使用了许可标准,在 En2-/-小脑和 En2-/-海马中分别鉴定出 842 个和 862 个差异表达基因。我们的功能分析表明,En2-/-小脑和海马的分子特征与 ASD 具有趋同的病理途径,包括异常的突触传递、发育过程改变和免疫反应增加。此外,当直接与 SFARI 数据库的存储库进行比较时,我们在海马中差异表达的基因显示与 ASD 相关的基因富集程度显著高于先前报道的水平。进行 qPCR 以代表性基因,以确认与微阵列检测到的相对转录水平进行比较。
尽管研究中使用的动物数量有限,但我们的生物信息学分析表明,En2-/-小鼠是研究与 ASD 相关的分子改变的有价值的工具。