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Updated: Feb 5, 2026

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Published on: April 12, 2024
Key miRNAs and target genes played roles in the development of clear cell renal cell carcinoma
Background:
Clear cell renal cell carcinoma (CCRCC) is the most aggressive form of renal cell carcinoma (RCC).
Objective:
This study was aimed to identify the differentially expressed miRNAs and target genes in CCRCC.
Methods:
The miRNA and mRNA next-generation sequencing data were downloaded from The Cancer Genome Atlas (TCGA) dataset. Differential expression analysis was performed, followed by correlation analysis of miRNA-mRNA. Functional enrichment and survival analysis was also performed.
Results:
Seven hundred and eighty-seven patients with CCRCC from TCGA data portal were included in this study. A total of 52 differentially expressed miRNAs were identified in CCRCC. Then 2361 differentially expressed genes (DEGs) were identified. Prediction analysis and correlation analysis revealed that 89 miRNA-mRNA pairs were not only predicted by algorithms but also had a significant inverse relationship. Several differentially expressed miRNAs such as hsa-mir-501 and their target genes including AK1, SLC25A15 and PCDHGC3 had a significant prognostic value for CCRCC patients.
Conclusions:
Alterations of differentially expressed miRNAs and target genes may be involved in the development of CCRCC and can be considered as the prognostic markers for CCRCC.
Insights
This study identified 52 differentially expressed microRNAs (miRNAs) and 2361 genes in clear cell renal cell carcinoma (CCRCC). Specific miRNA-gene pairs show prognostic value, offering potential biomarkers for this aggressive cancer.
Area of Science:
- Oncology
- Genomics
- Molecular Biology
Background:
- Clear cell renal cell carcinoma (CCRCC) represents the most aggressive subtype of renal cell carcinoma (RCC).
- Understanding the molecular underpinnings of CCRCC is crucial for developing effective diagnostic and prognostic tools.
Purpose of the Study:
- To identify differentially expressed microRNAs (miRNAs) and their target genes in CCRCC.
- To explore the potential of these molecular alterations as prognostic markers for CCRCC.
Main Methods:
- Utilized next-generation sequencing data for miRNA and mRNA from The Cancer Genome Atlas (TCGA) dataset.
- Performed differential expression analysis, miRNA-mRNA correlation analysis, functional enrichment, and survival analysis.
Main Results:
- Identified 52 differentially expressed miRNAs and 2361 differentially expressed genes (DEGs) in CCRCC.
- Revealed 89 significant inverse miRNA-mRNA pairs.
- Found that specific miRNAs (e.g., hsa-mir-501) and their target genes (e.g., AK1, SLC25A15, PCDHGC3) possess significant prognostic value for CCRCC patients.
Conclusions:
- Alterations in differentially expressed miRNAs and their target genes are implicated in CCRCC development.
- These molecular changes can serve as valuable prognostic markers for CCRCC.
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