Lu Yanjun, Yue Daoyuan, Xie Jiazhao, Cheng Liming, Wang Xiong
Department of Laboratory Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
Department of Pathophysiology, Key Laboratory of Ministry of Education for Neurological Disorders, School of Basic Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
Front Genet. 2022 Jun 14;13:926049. doi: 10.3389/fgene.2022.926049. eCollection 2022.
Alternative splicing (AS) is a common phenomenon and correlates with aging and aging-related disorders including Alzheimer's disease (AD). We aimed to systematically characterize AS changes in the cerebral cortex of 9-month-old APP/PS1 mice. The GSE132177 dataset was downloaded from GEO and ENA databases, aligned to the GRCm39 reference genome from ENSEMBL via STAR. Alternative 3'SS (A3SS), alternative 5'SS (A5SS), skipped exon (SE), retained intron (RI), and mutually exclusive exons (MXE) AS events were evaluated using rMATS, rmats2sashimiplot, and maser. Differential genes or transcripts were analyzed using the limma R package. Gene ontology analysis was performed with the clusterProfiler R package. A total of 60,705 raw counts of AS were identified, and 113 significant AS events were finally selected in accordance with the selection criteria: 1) average coverage >10 and 2) delta percent spliced in (ΔPSI) >0.1. SE was the most abundant AS event (61.95%), and RI was the second most abundant AS type (13.27%), followed by A3SS (12.39%), thereafter A5SS and MXE comprised of 12.39%. Interestingly, genes that experienced SE were enriched in histone acetyltransferase (HAT) complex, while genes spliced by RI were enriched in autophagy and those which experienced A3SS were enriched in methyltransferase activity revealed by GO analysis. In conclusion, we revealed ontology specific AS changes in AD. Our analysis provides novel pathological mechanisms of AD.
可变剪接(AS)是一种常见现象,与衰老及包括阿尔茨海默病(AD)在内的衰老相关疾病有关。我们旨在系统地表征9月龄APP/PS1小鼠大脑皮质中的AS变化。从GEO和ENA数据库下载GSE132177数据集,通过STAR将其与ENSEMBL的GRCm39参考基因组比对。使用rMATS、rmats2sashimiplot和maser评估可变3'剪接位点(A3SS)、可变5'剪接位点(A5SS)、外显子跳跃(SE)、内含子保留(RI)和互斥外显子(MXE)AS事件。使用limma R包分析差异基因或转录本。使用clusterProfiler R包进行基因本体分析。共鉴定出60705个AS原始计数,最终根据选择标准选择了113个显著的AS事件:1)平均覆盖度>10和2)剪接百分率变化(ΔPSI)>0.1。SE是最丰富的AS事件(占比为61.95%),RI是第二丰富的AS类型(占比为13.27%),其次是A3SS(占比为12.39%),之后A5SS和MXE各占12.39%。有趣的是,经历SE的基因在组蛋白乙酰转移酶(HAT)复合物中富集,而通过RI剪接的基因在自噬中富集,经历A3SS的基因在甲基转移酶活性中富集,这通过基因本体分析得以揭示。总之,我们揭示了AD中特定本体的AS变化。我们的分析提供了AD新的病理机制。