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Predicting functional circular RNA-based competitive endogenous RNA network in gastric carcinoma using novel bioinformatics analysis.
- Source :
-
Experimental biology and medicine (Maywood, N.J.) [Exp Biol Med (Maywood)] 2022 Jan; Vol. 247 (2), pp. 131-144. Date of Electronic Publication: 2021 Oct 07. - Publication Year :
- 2022
-
Abstract
- Gastric cancer (GC) remains one of the most prevalent types of malignancies worldwide, and also one of the most reported lethal tumor-related diseases. Circular RNAs (circRNAs) have been certified to be trapped in multiple aspects of GC pathogenesis. Yet, the mechanism of this regulation is mostly undefined. This research is designed to discover the vital circRNA-microRNA (miRNA)-messenger RNA (mRNA) regulatory network in GC. Expression profiles with diverse levels including circRNAs, miRNAs, and mRNAs were all determined using microarray public datasets from Gene Expression Ominous (GEO). The differential circRNAs expressions were recognized against the published robust rank aggregation algorithm. Besides, a circRNA-based competitive endogenous RNA (ceRNA) interaction network was visualized via Cytoscape software (version 3.8.0). Functional and pathway enrichment analysis associated with differentially expressed targeted mRNAs were conducted using Cytoscape and an online bioinformatics database. Furthermore, an interconnected protein-protein interaction association network which consisted of 51 mRNAs was predicted, and hub genes were screened using STRING and CytoHubba. Then, several hub genes were chosen to explore their expression associated with survival rate and clinical stage in GEPIA and Kaplan-Meier Plotter databases. Finally, a carefully designed circRNA-related ceRNA regulatory subnetwork including four circRNAs, six miRNAs, and eight key hub genes was structured using the online bioinformatics tool.
- Subjects :
- Disease-Free Survival
Female
Gene Expression Profiling
Humans
Male
MicroRNAs biosynthesis
MicroRNAs genetics
RNA, Messenger biosynthesis
RNA, Messenger genetics
RNA, Neoplasm genetics
Survival Rate
Databases, Nucleic Acid
Gene Expression Regulation, Neoplastic
RNA, Circular biosynthesis
RNA, Circular genetics
RNA, Neoplasm biosynthesis
Software
Stomach Neoplasms genetics
Stomach Neoplasms metabolism
Stomach Neoplasms mortality
Subjects
Details
- Language :
- English
- ISSN :
- 1535-3699
- Volume :
- 247
- Issue :
- 2
- Database :
- MEDLINE
- Journal :
- Experimental biology and medicine (Maywood, N.J.)
- Publication Type :
- Academic Journal
- Accession number :
- 34617801
- Full Text :
- https://doi.org/10.1177/15353702211048757