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Identification of Alternative Splicing and Polyadenylation in RNA-seq Data
Published on: June 24, 2021
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Survival associated alternative splicing events in diffuse large B-cell lymphoma
Rui Zhang1, Peng Lin2, Xia Yang1
1Department of Pathology, First Affiliated Hospital of Guangxi Medical University 6 Shuangyong Road, Nanning 530021, Guangxi Zhuang Autonomous Region, China.
American Journal of Translational Research
|September 14, 2018
Summary
Alternative splicing (AS) variants impact survival in diffuse large B-cell lymphoma (DLBCL). Specific AS events, particularly alternative donor sites, offer prognostic value for DLBCL patients.
Area of Science:
- Oncology
- Molecular Biology
- Genetics
Background:
- Alternative splicing (AS) is implicated in cancer development.
- Understanding AS variants in diffuse large B-cell lymphoma (DLBCL) is crucial for prognosis.
Purpose of the Study:
- To identify and analyze AS variants associated with overall survival (OS) in DLBCL.
- To explore the correlation between AS events and splicing factors in DLBCL.
Main Methods:
- Analysis of 33,724 AS variant profiles from 48 DLBCL cases.
- Multivariate Cox regression and ROC curve analysis to identify OS-related AS variants.
- Correlation analysis between AS events and 66 splicing factors.
Main Results:
- Ten AS variants were identified as significant predictors of OS in DLBCL.
- Alternative donor (AD) sites in AS events were linked to better outcomes in low-risk DLBCL patients (P=0.0002).
- Splicing factors SF1, HNRNPC, HNRNPD, and HNRNPH3 were significantly associated with OS-related AS variants.
Conclusions:
- Novel prognostic predictors for DLBCL patients were developed based on AS variants.
- Splicing networks involved in DLBCL pathogenesis were mapped for future research.
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