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Profiles of alternative splicing landscape in breast cancer and their clinical significance: an integrative analysis based on large-sequencing data
- Source :
- Ann Transl Med
- Publication Year :
- 2021
- Publisher :
- AME Publishing Company, 2021.
-
Abstract
- Background Alternative splicing (AS) is closely correlated with the initiation and progression of carcinoma. The systematic analysis of its biological and clinical significance in breast cancer (BRCA) is, however, lacking. Methods Clinical data and RNA-seq were obtained from the TCGA dataset and differentially expressed AS (DEAS) events between tumor and paired normal BRCA tissues were identified. Enrichment analysis was then used to reveal the potential biological functions of DEAS events. We performed protein-protein interaction (PPI) analysis of DEAS events by using STRING and the correlation network between splicing factors (SFs) and AS events was constructed. The LASSO Cox model, Kaplan-Meier and log-rank tests were used to construct and evaluate DEAS-related risk signature, and the association between DEAS events and clinicopathological features were then analyzed. Results After strict filtering, 35,367 AS events and 973 DEAS events were detected. DEAS corresponding genes were significantly enriched in pivotal pathways including cell adhesion, cytoskeleton organization, and extracellular matrix organization. A total of 103 DEAS events were correlated with disease free survival. The DEAS-related risk signature stratified BRCA patients into two groups and the area under curve (AUC) was 0.754. Moreover, patients in the high-risk group had enriched basel-like subtype, advanced clinical stages, proliferation, and metastasis potency. Conclusions Collectively, the profile of DEAS landscape in BRCA revealed the potential biological function and prognostic value of DEAS events.
- Subjects :
- 0301 basic medicine
Cytoskeleton organization
Proportional hazards model
Alternative splicing
General Medicine
Computational biology
Biology
medicine.disease
Metastasis
03 medical and health sciences
030104 developmental biology
0302 clinical medicine
Breast cancer
030220 oncology & carcinogenesis
RNA splicing
medicine
Original Article
Clinical significance
Extracellular matrix organization
Subjects
Details
- ISSN :
- 23055847 and 23055839
- Volume :
- 9
- Database :
- OpenAIRE
- Journal :
- Annals of Translational Medicine
- Accession number :
- edsair.doi.dedup.....56f1785a6d9d92a986d1ba52153ff5d5