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Updated: Jul 30, 2025

Identification of Alternative Splicing and Polyadenylation in RNA-seq Data
Published on: June 24, 2021
Genome-wide analysis of RNA-binding proteins co-expression with alternative splicing events in mitral valve prolapse
Meng Zhao1, Jingxin Zhou1, Yihu Tang1
1First Affiliated Hospital, Nanjing Medical University, Nanjing, Jiangsu, China.
Objectives:
We investigated the role and molecular mechanisms of RNA-binding proteins (RBPs) and their regulated alternative splicing events (RASEs) in the pathogenesis of mitral valve prolapse (MVP).
Methods:
For RNA extraction, we obtained peripheral blood mononuclear cells (PBMCs) from five patients with MVP, with or without chordae tendineae rupture, and five healthy individuals. High-throughput sequencing was used for RNA sequencing (RNA-seq). Differentially expressed genes (DEGs) analysis, alternative splicing (AS) analysis, functional enrichment analysis, co-expression of RBPs, and alternative splicing events (ASEs) analysis were conducted.
Results:
The MVP patients exhibited 306 up-regulated genes and 198 down-regulated genes. All down- and up-regulated genes were enriched in both Gene Ontology (GO) terms and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways. Furthermore, MVP was closely associated with the top 10 enriched terms and pathways. In MVP patients, 2,288 RASEs were found to be significantly different, and four suitable RASEs (CARD11 A3ss, RBM5 ES, NCF1 A5SS, and DAXX A3ss) were tested. We identified 13 RNA-binding proteins (RBPs) from the DEGs and screened out four RBPs (ZFP36, HSPA1A, TRIM21, and P2RX7). We selected four RASEs based on the co-expression analyses of RBPs and RASEs, including exon skipping (ES) of DEDD2, alternative 3' splice site (A3SS) of ETV6, mutually exclusive 3'UTRs (3pMXE) of TNFAIP8L2, and A3SS of HLA-B. Furthermore, the selected four RBPs and four RASEs were validated by reverse transcription-quantitative polymerase chain reaction (RT-qPCR) and showed high consistency with RNA sequencing (RNA-seq).
Conclusion:
Dysregulated RBPs and their associated RASEs may play regulatory roles in MVP development and may therefore be used as therapeutic targets in the future.
Insights
Dysregulated RNA-binding proteins (RBPs) and regulated alternative splicing events (RASEs) are implicated in mitral valve prolapse (MVP) pathogenesis. These molecular mechanisms may offer future therapeutic targets for MVP treatment.
Area of Science:
- Genetics
- Molecular Biology
- Cardiovascular Research
Background:
- Mitral valve prolapse (MVP) is a common cardiac condition with complex underlying molecular mechanisms.
- Understanding the role of RNA-binding proteins (RBPs) and alternative splicing in MVP pathogenesis is crucial for developing targeted therapies.
Purpose of the Study:
- To investigate the involvement of RBPs and regulated alternative splicing events (RASEs) in the molecular mechanisms of mitral valve prolapse (MVP).
- To identify potential therapeutic targets for MVP based on dysregulated RBPs and RASEs.
Main Methods:
- RNA sequencing (RNA-seq) was performed on peripheral blood mononuclear cells (PBMCs) from MVP patients and healthy controls.
- Analyses included differential gene expression, alternative splicing events (ASEs), functional enrichment (GO, KEGG), and co-expression of RBPs and RASEs.
- Selected RBPs and RASEs were validated using reverse transcription-quantitative polymerase chain reaction (RT-qPCR).
Main Results:
- MVP patients exhibited distinct patterns of gene expression, with 306 up-regulated and 198 down-regulated genes.
- A significant number of RASEs (2,288) were identified as differentially expressed in MVP.
- Four key RBPs and four specific RASEs (e.g., DEDD2 ES, ETV6 A3SS) were identified and validated, showing high consistency with RNA-seq data.
Conclusions:
- Dysregulation of specific RBPs and their associated RASEs plays a significant role in the development of MVP.
- These identified molecular players represent potential therapeutic targets for future MVP interventions.
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