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Bioinformatics Analyses of Potential miRNA-mRNA Regulatory Axis in HBV-related Hepatocellular Carcinoma.
- Source :
-
International journal of medical sciences [Int J Med Sci] 2021 Jan 01; Vol. 18 (2), pp. 335-346. Date of Electronic Publication: 2021 Jan 01 (Print Publication: 2021). - Publication Year :
- 2021
-
Abstract
- Aims: We aimed to explore the crucial miRNA-mRNA axis through bioinformatics analysis and provide evidences for the development of pathophysiological mechanisms and new therapies for HBV-related HCC. Methods: MiRNA (GSE76903) and mRNA (GSE77509) dataset were used to screen differentially expressed miRNAs (DE-miRNAs) and differentially expressed mRNAs (DE-mRNAs) using R software. Overlapping genes between DE-mRNAs and target genes of DE-miRNAs were identified as candidate genes. Hub genes were obtained via cytohubba analysis. The expression at protein and mRNA levels and prognostic value of hub genes were evaluated based on The Cancer Genome Atlas (TCGA) data. Key miRNA-mRNA axes were constructed according to predicted miRNA-mRNA pairs. MiRNA expression and prognostic role were respectively identified using starBase v3.0 and Kaplan-Meier plotter database. Real-time PCR was performed to verify the expression of crucial miRNAs and mRNAs. Coexpression of crucial miRNA and mRNA were analyzed using starBase v3.0. Results: CDK1, CCNB1, CKS2 and CCNE1 were screened as hub genes, which were significantly upregulated at protein and mRNA levels. These up-regulated hub genes were also significantly associated with poor prognosis. Hsa-mir-195-5p/ CDK1 , hsa-mir-5589-3p/ CCNB1 and hsa-let-7c-3p/ CKS2 were screened as critical miRNA-mRNA axes. Critical miRNAs were decreased in HCC, which indicates unfavourable prognosis. QPCR results showed that crucial miRNAs were decreased, whereas critical mRNAs were increased in HBV-related HCC. A reverse relationship between miRNA and mRNA in crucial axis was further verified. Conclusion: This study identified several miRNA-mRNA axes in HBV-related HCC. Hsa-mir-195-5p/ CDK1 , hsa-mir-5589-3p/ CCNB1 and hsa-let-7c-3p/ CKS2 might serve as potential prognostic biomarkers and therapeutic targets for HBV-related HCC.<br />Competing Interests: Competing Interests: The authors have declared that no competing interest exists.<br /> (© The author(s).)
- Subjects :
- Biomarkers, Tumor metabolism
Carcinoma, Hepatocellular mortality
Carcinoma, Hepatocellular pathology
Carcinoma, Hepatocellular virology
Computational Biology
Datasets as Topic
Gene Expression Profiling
Gene Expression Regulation, Neoplastic
Gene Regulatory Networks
Hepatitis B, Chronic mortality
Hepatitis B, Chronic pathology
Hepatitis B, Chronic virology
Humans
Kaplan-Meier Estimate
Liver Neoplasms mortality
Liver Neoplasms pathology
Liver Neoplasms virology
Prognosis
Carcinoma, Hepatocellular genetics
Hepatitis B, Chronic genetics
Liver Neoplasms genetics
MicroRNAs metabolism
RNA, Messenger metabolism
Subjects
Details
- Language :
- English
- ISSN :
- 1449-1907
- Volume :
- 18
- Issue :
- 2
- Database :
- MEDLINE
- Journal :
- International journal of medical sciences
- Publication Type :
- Academic Journal
- Accession number :
- 33390802
- Full Text :
- https://doi.org/10.7150/ijms.50126