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The ceRNA Network Has Potential Prognostic Value in Clear Cell Renal Cell Carcinoma: A Study Based on TCGA Database
Haosheng Liu1, Zhaowen Zhu2, Jianxiong Fang3
1Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, School of Medicine, South China University of Technology, Guangdong Guangzhou, China.
This study identifies key gene expression changes in clear cell renal cell carcinoma (ccRCC). It reveals potential molecular mechanisms and diagnostic markers for ccRCC through a novel RNA network analysis.
Area of Science:
- Oncology
- Genomics
- Bioinformatics
Background:
- Clear cell renal cell carcinoma (ccRCC) is a prevalent urological malignancy.
- Complex pathway alterations are implicated in ccRCC development, but underlying mechanisms remain unclear.
Purpose of the Study:
- To identify differentially expressed genes (DEGs) in ccRCC compared to normal tissues.
- To explore the functional roles of DEGs using enrichment analyses.
- To construct a competing endogenous RNA (ceRNA) network and identify survival-associated genes.
Main Methods:
- Differential gene expression analysis of mRNAs, miRNAs, and lncRNAs from TCGA database.
- Gene Ontology (GO) and KEGG pathway enrichment analyses.
- Univariate Cox regression for overall survival (OS) analysis and ceRNA network construction.
Main Results:
- Identified 1652 mRNAs, 1534 lncRNAs, and 173 miRNAs differentially expressed in ccRCC.
- Enrichment analyses highlighted roles in immune cell activation, kidney development, and cancer pathways.
- A network of 5 mRNAs, 1 miRNA, and 4 lncRNAs associated with ccRCC patient OS was established.
Conclusions:
- The study established a lncRNA-miRNA-mRNA network offering insights into ccRCC molecular mechanisms.
- This network may provide novel diagnostic viewpoints for ccRCC.
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