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Detection of Alternative Splicing During Epithelial-Mesenchymal Transition
Published on: October 9, 2014
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Prognostic alternative splicing signature in cervical squamous cell carcinoma
Hua-Yu Wu1, Qi-Qi Li2, Liang Liang3
1Department of Cell Biology and Genetics, School of Pre-clinical Medicine, Guangxi Medical University, Nanning 530021, Guangxi Zhuang Autonomous Region, People's Republic of China.
IET Systems Biology
|January 5, 2021
Summary
Alternative splicing events (ASEs) can predict patient outcomes in cervical squamous cell carcinoma (CESC). This study identified key splicing events and genes, developing a prognostic index (PI) for improved survival prediction in CESC patients.
Area of Science:
- Oncology
- Genomics
- Bioinformatics
Background:
- Cervical squamous cell carcinoma (CESC) remains a significant health concern.
- Identifying reliable prognostic biomarkers is crucial for effective patient management.
- Alternative splicing events (ASEs) are increasingly recognized for their role in cancer development.
Purpose of the Study:
- To explore alternative splicing events (ASEs) as potential prognostic biomarkers for cervical squamous cell carcinoma (CESC).
- To develop a prognostic index (PI) based on survival-associated ASEs (SASEs) for predicting patient outcomes.
- To investigate the functional roles of genes involved in SASEs through network analysis.
Main Methods:
- Utilized The Cancer Genome Atlas (TCGA) for CESC mRNA expression and clinical data.
- Analyzed 41,776 ASEs across 19,724 genes using SpliceSeq.
- Constructed a protein-protein interaction (PPI) network and performed Gene Ontology (GO) and KEGG pathway analyses.
Main Results:
- Identified 3669 survival-associated alternative splicing events (SASEs) linked to 2596 genes.
- TP53 and UBA52 emerged as core genes within the SASEs-related PPI network.
- A prognostic index (PI) effectively distinguished between low-risk and high-risk groups, achieving an AUC of 0.88 in ROC analysis.
Conclusions:
- Alternative splicing events (ASEs) play a role in the pathogenesis of CESC.
- The developed prognostic index (PI) demonstrates significant prognostic potential for CESC.
- ASEs represent promising biomarkers for predicting outcomes in cervical cancer.
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