1. Identification of prognostic splicing factors and exploration of their potential regulatory mechanisms in pancreatic adenocarcinoma
- Author
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Min-hua Rong, Zhan-hui Zhu, Ying Guan, Mei-wei Li, Jia-shuo Zheng, Yue-qi Huang, Dan-ming Wei, Ying-mei Li, Xiao-ju Wu, Hui-ping Bu, Hui-liu Peng, Xiao-lin Wei, Guo-sheng Li, Ming-xuan Li, Ming-hui Chen, and Su-ning Huang
- Subjects
Splicing factors ,Pancreatic adenocarcinoma ,RNA-sequencing ,Overall survival ,Medicine ,Biology (General) ,QH301-705.5 - Abstract
Pancreatic adenocarcinoma (PAAD), the most common subtype of pancreatic cancer, is a highly lethal disease. In this study, we integrated the expression profiles of splicing factors (SFs) of PAAD from RNA-sequencing data to provide a comprehensive view of the clinical significance of SFs. A prognostic index (PI) based on SFs was developed using the least absolute shrinkage and selection operator (LASSO) COX analysis. The PI exhibited excellent performance in predicting the status of overall survival of PAAD patients. We also used the percent spliced in (PSI) value obtained from SpliceSeq software to quantify different types of alternative splicing (AS). The prognostic value of AS events was explored using univariate COX and LASSO COX analyses; AS-based PIs were also proposed. The integration of prognosis-associated SFs and AS events suggested the potential regulatory mechanisms of splicing processes in PAAD. This study defined the markedly clinical significance of SFs and provided novel insight into their potential regulatory mechanisms.
- Published
- 2020
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