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Identification of prognostic and metastasis-related alternative splicing signatures in hepatocellular carcinoma.
- Source :
-
Bioscience reports [Biosci Rep] 2020 Jul 31; Vol. 40 (7). - Publication Year :
- 2020
-
Abstract
- As the most common neoplasm in digestive system, hepatocellular carcinoma (HCC) is one of the most important leading cause of cancer deaths worldwide. Its high-frequency metastasis and relapse rate lead to the poor survival of HCC patients. However, the mechanism of HCC metastasis is still unclear. Alternative splicing events (ASEs) have a great effect in cancer development, progression and metastasis. We downloaded RNA sequencing and seven types of ASEs data of HCC samples, in order to explore the mechanism of ASEs underlying tumorigenesis and metastasis of HCC. The data were taken from the The Cancer Genome Atlas (TCGA) and TCGASpliceSeq databases. Univariate Cox regression analysis was used to determine a total of 3197 overall survival-related ASEs (OS-SEs). And based on five OS-SEs screened by Lasso regression, we constructed a prediction model with the Area Under Curve of 0.765. With a good reliability of the model, the risk score was also proved to be an independent predictor. Among identified 390 candidate SFs, Y-box protein 3 (YBX3) was significantly correlated with OS and metastasis. Among 177 ASEs, ATP-binding cassette subfamily A member 6 (ABCA6)-43162-AT and PLIN5-46808-AT were identified both associated with OS, bone metastasis and co-expressed with SFs. Then we identified primary bile acid biosynthesis as survival-related (KEGG) pathway by Gene Set Variation Analysis (GSVA) and univariate regression analysis, which was correlated with ABCA6-43162-AT and PLIN5-46808-AT. Finally, we proposed that ABCA6-43162-AT and PLIN5-46808-AT may contribute to HCC poor prognosis and metastasis under the regulation of aberrant YBX3 through the pathway of primary bile acid biosynthesis.<br /> (© 2020 The Author(s).)
- Subjects :
- ATP-Binding Cassette Transporters genetics
Adolescent
Adult
Aged
Aged, 80 and over
Bile Acids and Salts biosynthesis
CCAAT-Enhancer-Binding Proteins genetics
CCAAT-Enhancer-Binding Proteins metabolism
Carcinoma, Hepatocellular mortality
Carcinoma, Hepatocellular secondary
Female
Follow-Up Studies
Gene Expression Regulation, Neoplastic
Heat-Shock Proteins genetics
Heat-Shock Proteins metabolism
Humans
Kaplan-Meier Estimate
Liver metabolism
Liver pathology
Liver Neoplasms mortality
Liver Neoplasms pathology
Male
Middle Aged
Perilipin-5 genetics
Prognosis
RNA-Seq
Reproducibility of Results
Transcriptome genetics
Young Adult
Alternative Splicing
Biomarkers, Tumor genetics
Carcinoma, Hepatocellular genetics
Liver Neoplasms genetics
Subjects
Details
- Language :
- English
- ISSN :
- 1573-4935
- Volume :
- 40
- Issue :
- 7
- Database :
- MEDLINE
- Journal :
- Bioscience reports
- Publication Type :
- Academic Journal
- Accession number :
- 32627826
- Full Text :
- https://doi.org/10.1042/BSR20201001