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Identification of a circRNA-miRNA-mRNA network to explore the effects of circRNAs on pathogenesis and treatment of spinal cord injury
- Source :
- Life sciences. 257
- Publication Year :
- 2020
-
Abstract
- Aims Many studies have demonstrated that circRNAs are closely associated with human diseases. Nonetheless, the potential mechanism by which circRNAs impacts spinal cord injury (SCI) is not fully understood. The aim of this study was to explore the regulatory roles of circRNAs in SCI. Main methods The sequencing data of circRNA, miRNA and mRNA were obtained from Gene Expression Omnibus (GEO) datasets. Candidates were identified to construct a circRNA-miRNA-mRNA network based on circRNA-miRNA interactions and miRNA-mRNA interactions. Protein-protein interactions (PPI) analysis was performed to determine hub genes, and a connectivity map (CMap) analysis was applied to determine potential therapeutic targets for SCI. Key findings A total of 1656 differentially expressed circRNAs (DEcircRNAs), 71 differentially expressed miRNAs (DEmiRNAs) and 2782 differentially expressed mRNAs (DEmRNAs) were identified. We integrated four overlapped circRNAs, six miRNAs and 101 target mRNAs into a circRNA–miRNA–mRNA network. We next identified two hub genes (DDIT4, EZR) based on the PPI network and identified five circRNA-miRNA-hub gene regulatory axes. In addition, we discovered three chemicals (tanespimycin, fulvestrant, carbamazepine) as potential treatment options for SCI. Significance Our study suggests a regulatory role for circRNAs in the pathogenesis and treatment of SCI from the view of a competitive endogenous RNA (ceRNA) network.
- Subjects :
- 0301 basic medicine
Computational biology
030226 pharmacology & pharmacy
General Biochemistry, Genetics and Molecular Biology
Pathogenesis
03 medical and health sciences
0302 clinical medicine
microRNA
Databases, Genetic
medicine
Animals
Humans
Gene Regulatory Networks
Protein Interaction Maps
RNA, Messenger
General Pharmacology, Toxicology and Pharmaceutics
Gene
Spinal cord injury
Spinal Cord Injuries
Messenger RNA
DDIT4
biology
Competing endogenous RNA
Gene Expression Profiling
RNA
Computational Biology
General Medicine
RNA, Circular
medicine.disease
Rats
MicroRNAs
030104 developmental biology
Gene Ontology
biology.protein
Subjects
Details
- ISSN :
- 18790631
- Volume :
- 257
- Database :
- OpenAIRE
- Journal :
- Life sciences
- Accession number :
- edsair.doi.dedup.....852b16079ca89a2c1607f37386bc3681