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Risk Scoring System based on lncRNA Expression for Predicting Survival in Hepatocellular Carcinoma with Cirrhosis
- Source :
- Asian Pacific Journal of Cancer Prevention : APJCP
- Publication Year :
- 2020
- Publisher :
- West Asia Organization for Cancer Prevention, 2020.
-
Abstract
- Objective This study aims to explore the roles of long non-coding RNAs (lncRNAs) for predicting survival in hepatocellular carcinoma (HCC) patients with cirrhosis. Methods A set of lncRNAs differentially expressed between HCC patients with or without cirrhosis was identified using expression profiles of The Cancer Genome Atlas database, and these lncRNAs were screened for their risk scoring system to predict recurrence-free survival (RFS) or overall survival (OS). Predictive ability of risk scoring systems was confirmed using uni- and multivariate Cox analyses while adjusting for clinical features. Predictive lncRNAs were analyzed by functional enrichment analysis. Results Our screen identified 22 lncRNAs that were upregulated in the presence of cirrhosis and 59 that were downregulated. To predict OS of HCC patients with cirrhosis, a risk scoring system was developed with four lncRNAs (LINC02086, LINC00880, LINC01549 and AC136475.3); to predict RFS in these patients, the risk scoring system contained five lncRNAs (SH3RF3-AS1, AC104117.3, AC136475.3, LINC00239 and MRPL23-AS1). All risk scoring systems were associated with an area under the receiver operating characteristic curve > 0.7. Based on uni- and multivariate Cox analyses, the risk scoring system could serve as a significant independent predictor for OS in HCC patients with cirrhosis. Functional enrichment analysis suggested that the lncRNAs in the risk scoring systems are involved primarily in the pathway of Wnt signal and cytokine-cytokine receptor interaction. Conclusion Risk scoring systems based on lncRNAs can effectively predict OS of HCC patients with cirrhosis. The system should be further developed and validated in larger, preferably multi-site patient populations. .
- Subjects :
- 0301 basic medicine
Oncology
Liver Cirrhosis
Male
medicine.medical_specialty
Scoring system
Cirrhosis
Carcinoma, Hepatocellular
Hepatocellular carcinoma
survival
03 medical and health sciences
0302 clinical medicine
Cancer genome
Internal medicine
Overall survival
Biomarkers, Tumor
Medicine
Humans
Gene Regulatory Networks
Receiver operating characteristic
long non-coding RNA
business.industry
cirrhosis
Liver Neoplasms
General Medicine
Middle Aged
medicine.disease
Lncrna expression
Prognosis
Long non-coding RNA
Survival Rate
030104 developmental biology
030220 oncology & carcinogenesis
Female
RNA, Long Noncoding
business
Research Article
Follow-Up Studies
Subjects
Details
- Language :
- English
- ISSN :
- 2476762X and 15137368
- Volume :
- 21
- Issue :
- 6
- Database :
- OpenAIRE
- Journal :
- Asian Pacific Journal of Cancer Prevention : APJCP
- Accession number :
- edsair.doi.dedup.....f28559ca1f5bf8c997a8bd405e9a5f86