Analysing Differential Alternative Splicing Events and Their Impact on Retinoblastoma Progression Using RNA-seq Metadata.

Q2 Medicine
Mohamed Hameed Aslam Assane Rachidou, Ayyasamy Vanniarajan, Usha Kim, Bharanidharan Devarajan
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引用次数: 0

Abstract

Objective: Identify differential alternative splicing (DAS) events and their role in retinoblastoma (RB) progression.

Methods: 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.

Results: 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.

Conclusions: 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.

利用RNA-seq元数据分析不同的选择性剪接事件及其对视网膜母细胞瘤进展的影响。
目的:确定不同的选择性剪接(DAS)事件及其在视网膜母细胞瘤(RB)进展中的作用。方法:我们对50例RB肿瘤和17例正常视网膜组织的RNA测序数据进行了荟萃分析,以确定DAS事件和RB进展中的差异表达基因(DEGs)。我们进行了功能和途径富集分析、加权基因共表达网络分析(WGCNA)和蛋白-蛋白相互作用分析。结果:共鉴定出6136个DAS事件,涉及1262个基因和1787个DEGs。外显子跳跃和互斥外显子是最常见的DAS事件。包含基因的DAS事件的功能分析强调了E2F靶点、细胞周期、G2M检查点、MYC靶点和脂肪酸代谢途径的参与。值得注意的是,在ENO2中检测到许多DAS事件。WGCNA鉴定出TFDP1、PCNA和CCNB1可能通过选择性剪接促进RB进展。剪接因子ILF2和HNRNPA1与含有DAS事件的基因高度共表达,提示它们在RB进展过程中剪接变化中的调节作用。结论:我们的研究揭示了在视网膜母细胞瘤的进展中起关键作用的显著差异选择性剪接事件。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事件可能发挥关键作用,表明选择性剪接是RB治疗干预的潜在途径。
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来源期刊
CiteScore
2.80
自引率
0.00%
发文量
779
审稿时长
3 months
期刊介绍: Cancer is a very complex disease. While many aspects of carcinoge-nesis and oncogenesis are known, cancer control and prevention at the community level is however still in its infancy. Much more work needs to be done and many more steps need to be taken before effective strategies are developed. The multidisciplinary approaches and efforts to understand and control cancer in an effective and efficient manner, require highly trained scientists in all branches of the cancer sciences, from cellular and molecular aspects to patient care and palliation. The Asia Pacific Organization for Cancer Prevention (APOCP) and its official publication, the Asia Pacific Journal of Cancer Prevention (APJCP), have served the community of cancer scientists very well and intends to continue to serve in this capacity to the best of its abilities. One of the objectives of the APOCP is to provide all relevant and current scientific information on the whole spectrum of cancer sciences. They aim to do this by providing a forum for communication and propagation of original and innovative research findings that have relevance to understanding the etiology, progression, treatment, and survival of patients, through their journal. The APJCP with its distinguished, diverse, and Asia-wide team of editors, reviewers, and readers, ensure the highest standards of research communication within the cancer sciences community across Asia as well as globally. The APJCP publishes original research results under the following categories: -Epidemiology, detection and screening. -Cellular research and bio-markers. -Identification of bio-targets and agents with novel mechanisms of action. -Optimal clinical use of existing anti-cancer agents, including combination therapies. -Radiation and surgery. -Palliative care. -Patient adherence, quality of life, satisfaction. -Health economic evaluations.
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