{"title":"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。","authors":"Mohamed Hameed Aslam Assane Rachidou, Ayyasamy Vanniarajan, Usha Kim, Bharanidharan Devarajan","doi":"10.31557/APJCP.2025.26.5.1781","DOIUrl":null,"url":null,"abstract":"<p><strong>Objective: </strong>Identify differential alternative splicing (DAS) events and their role in retinoblastoma (RB) progression.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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.</p><p><strong>Conclusions: </strong>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.</p>","PeriodicalId":55451,"journal":{"name":"Asian Pacific Journal of Cancer Prevention","volume":"26 5","pages":"1781-1792"},"PeriodicalIF":0.0000,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Analysing Differential Alternative Splicing Events and Their Impact on Retinoblastoma Progression Using RNA-seq Metadata.\",\"authors\":\"Mohamed Hameed Aslam Assane Rachidou, Ayyasamy Vanniarajan, Usha Kim, Bharanidharan Devarajan\",\"doi\":\"10.31557/APJCP.2025.26.5.1781\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Objective: </strong>Identify differential alternative splicing (DAS) events and their role in retinoblastoma (RB) progression.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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.</p><p><strong>Conclusions: </strong>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.</p>\",\"PeriodicalId\":55451,\"journal\":{\"name\":\"Asian Pacific Journal of Cancer Prevention\",\"volume\":\"26 5\",\"pages\":\"1781-1792\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2025-05-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Asian Pacific Journal of Cancer Prevention\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.31557/APJCP.2025.26.5.1781\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"Medicine\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Asian Pacific Journal of Cancer Prevention","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.31557/APJCP.2025.26.5.1781","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"Medicine","Score":null,"Total":0}
Analysing Differential Alternative Splicing Events and Their Impact on Retinoblastoma Progression Using RNA-seq Metadata.
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.
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.