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Elevated CDK5R1 predicts worse prognosis in hepatocellular carcinoma based on TCGA data
- Source :
- Bioscience Reports
- Publication Year :
- 2021
- Publisher :
- Portland Press Ltd., 2021.
-
Abstract
- Background: Hepatocellular carcinoma (HCC) is a malignant tumor with rapid progression, high recurrence rate and poor prognosis. The objective of our investigation was to explore the prognostic value of CDK5R1 in HCC. Methods: The raw data of HCC raw data were downloaded from The Cancer Genome Atlas (TCGA) database. The Wilcoxon signed-rank test, Kruskal–Wallis test and logistic regression were applied to investigate the relevance between the CDK5R1 expression and clinicopathologic characteristics in HCC. Kaplan–Meier and Cox regression analysis were employed to examine the association between clinicopathologic features and survival. Gene set enrichment analysis (GSEA) was applied to annotate the biological function of CDK5R1. Results: CDK5R1 was highly expressed in HCC tissues. The high expression of CDK5R1 in HCC tissues was significantly associated with tumor status (P=0.00), new tumor event (P=0.00), clinical stage (P=0.00) and topography (P=0.00). Elevated CDK5R1 had significant correlation with worse overall survival (OS; P=7.414e−04), disease-specific survival (DSS; P=5.642e−04), disease-free interval (DFI; P=1.785e−05) and progression-free interval (PFI; P=2.512e−06). Besides, univariate and multivariate Cox regression analysis uncovered that increased CDK5R1 can independently predict adverse OS (P=0.037, hazard ratio [HR]= 1.7 (95% CI [1.0–2.7])), DFI (P=0.007, hazard ratio [HR]= 3.0 (95% CI [1.4–6.7])), PFI (P=0.007, hazard ratio [HR]= 2.8 (95% CI [1.3–5.9])). GSEA disclosed that notch signaling pathway and non-small cell lung cancer were prominently enriched in CDK5R1 high expression phenotype. Conclusions: Increased CDK5R1 may act as a promising independent prognostic factor of poor survival in HCC.
- Subjects :
- Adult
Male
0301 basic medicine
Oncology
medicine.medical_specialty
Prognostic factor
Carcinoma, Hepatocellular
Bioinformatics
Hepatocellular carcinoma
Biophysics
Nerve Tissue Proteins
Kaplan-Meier Estimate
Logistic regression
Biochemistry
03 medical and health sciences
Tumor Status
0302 clinical medicine
Internal medicine
Cancer genome
Databases, Genetic
medicine
Humans
Molecular Biology
Diagnostics & Biomarkers
Research Articles
CDK5R1
Proportional Hazards Models
Cancer
GSEA
Proportional hazards model
business.industry
Liver Neoplasms
Hazard ratio
Genomics
Cell Biology
TCGA
Prognosis
medicine.disease
030104 developmental biology
030220 oncology & carcinogenesis
Female
business
Prognostic value
Subjects
Details
- ISSN :
- 15734935 and 01448463
- Volume :
- 41
- Database :
- OpenAIRE
- Journal :
- Bioscience Reports
- Accession number :
- edsair.doi.dedup.....ec60065a60689d9af3d6dedf9ab85158