Integrated microarray for identifying the hub mRNAs and constructed miRNA-mRNA network in coronary in-stent restenosis.
Linghong SongYufei FengFeng TianXiaoang LiuShan JinChengyan WangWuyue TangJuncang DuanNa GuoXihua ShenJianming HuHong ZouWenyi GuKejian LiuLijuan PangPublished in: Physiological genomics (2022)
As a major complication after percutaneous coronary intervention (PCI) in patients who suffer from coronary artery disease, in-stent restenosis (ISR) poses a significant challenge for clinical management. A miRNA-mRNA regulatory network of ISR can be constructed to better reveal the occurrence of ISR. The relevant data set from the Gene Expression Omnibus (GEO) database was downloaded, and 284 differentially expressed miRNAs (DE-miRNAs) and 849 differentially expressed mRNAs (DE-mRNAs) were identified. As predicted by online tools, 65 final functional genes (FmRNAs) were overlapping DE-mRNAs and DE-miRNAs target genes. In the biological process (BP) terms of gene ontology (GO) functional analysis, the FmRNAs were mainly enriched in the cellular response to peptide, epithelial cell proliferation, and response to peptide hormone. In the Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis, the FmRNAs were mainly enriched in breast cancer, endocrine resistance, and Cushing syndrome. Jun proto-oncogene, activator protein-1 (AP-1) transcription factor subunit ( JUN ), insulin-like growth factor 1 receptor ( IGF1R ), member RAS oncogene family ( RAB14 ), specificity protein 1 ( SP1 ), protein tyrosine phosphatase nonreceptor type 1 ( PTPN1 ), DDB1 and CUL4 associated factor 10 ( DCAF10 ), retinoblastoma-binding protein 5 ( RBBP5 ), and eukaryotic initiation factor 4A-I ( EIF4A1 ) were hub genes in the protein-protein interaction network (PPI network). The miRNA-mRNA network containing DE-miRNAs and hub genes was built. Hsa-miR-139-5p- JUN , hsa-miR-324-5p- SP1 axis pairs were found in the miRNA-mRNA network, which could promote ISR development. The aforementioned results indicate that the miRNA-mRNA network constructed in ISR has a regulatory role in the development of ISR and may provide new approaches for clinical treatment and experimental development.
Keyphrases
- binding protein
- bioinformatics analysis
- protein protein
- coronary artery disease
- transcription factor
- genome wide
- genome wide identification
- percutaneous coronary intervention
- genome wide analysis
- gene expression
- network analysis
- cell proliferation
- small molecule
- wastewater treatment
- dna methylation
- acute coronary syndrome
- acute myocardial infarction
- risk assessment
- copy number
- st segment elevation myocardial infarction
- coronary artery bypass grafting
- coronary artery
- cardiovascular disease
- cardiovascular events
- single cell
- type diabetes
- dna binding
- growth hormone
- big data
- st elevation myocardial infarction
- electronic health record
- pi k akt
- data analysis
- replacement therapy
- immune response
- cell cycle
- health information
- combination therapy