Assane Rachidou Mohamed Hameed Aslam, Vanniarajan Ayyasamy, Kim Usha, Devarajan Bharanidharan
Department of Bioinformatics, Aravind Medical Research Foundation, Madurai, India.
Department of Bioinformatics, Alagappa University, karaikudi, India.
Asian Pac J Cancer Prev. 2025 May 1;26(5):1781-1792. doi: 10.31557/APJCP.2025.26.5.1781.
Identify differential alternative splicing (DAS) events and their role in retinoblastoma (RB) progression.
We conducted a meta-analysis of RNA sequencing data from 50 RB tumours and 17 normal retinal tissues to identify DAS events and differential expressed genes (DEGs) in RB progression. We performed functional and pathway enrichment analyses, Weighted Gene Co-expression Network Analysis (WGCNA), and protein-protein interaction analysis.
We identified 6136 DAS events involving 1262 genes and 1787 DEGs. Exon skipping and mutually exclusive exons were the most prevalent DAS events. Functional analyses of DAS events containing genes highlighted involvement in E2F targets, cell cycle, G2M checkpoint, MYC targets and fatty acid metabolism pathways. Notably, numerous DAS events were detected in ENO2. WGCNA identified TFDP1, PCNA, and CCNB1, potentially contributing to RB progression through alternative splicing. Splicing factors ILF2 and HNRNPA1 were highly co-expressed with DAS events containing genes, suggesting their regulatory role in splicing changes during RB progression.
Our study reveals significant differential alternative splicing events that play a crucial role in the progression of retinoblastoma. Numerous DAS events, DEGs, and functional analyses underscore the complexity of gene regulation in RB. Importantly, DAS events in TFDP1, PCNA, and CCNB1 may play a crucial role, indicating that alternative splicing is a potential avenue for therapeutic intervention in RB.
识别差异性可变剪接(DAS)事件及其在视网膜母细胞瘤(RB)进展中的作用。
我们对来自50个RB肿瘤和17个正常视网膜组织的RNA测序数据进行了荟萃分析,以识别RB进展中的DAS事件和差异表达基因(DEG)。我们进行了功能和通路富集分析、加权基因共表达网络分析(WGCNA)以及蛋白质-蛋白质相互作用分析。
我们识别出6136个涉及1262个基因的DAS事件和1787个DEG。外显子跳跃和互斥外显子是最常见的DAS事件。对包含这些基因的DAS事件进行功能分析,发现其参与E2F靶点、细胞周期、G2M检查点、MYC靶点和脂肪酸代谢途径。值得注意的是,在ENO2中检测到大量DAS事件。WGCNA识别出TFDP1、PCNA和CCNB1,它们可能通过可变剪接促进RB进展。剪接因子ILF2和HNRNPA1与包含这些基因的DAS事件高度共表达,表明它们在RB进展过程中的剪接变化中起调节作用。
我们的研究揭示了在视网膜母细胞瘤进展中起关键作用的显著差异性可变剪接事件。大量的DAS事件、DEG和功能分析强调了RB中基因调控的复杂性。重要的是,TFDP1、PCNA和CCNB1中的DAS事件可能起关键作用,这表明可变剪接是RB治疗干预的一个潜在途径。