Bioinformatics and Experimental Analyses Reveal Immune-Related LncRNA-mRNA Pair AC011483.1 - CCR7 as a Biomarker and Therapeutic Target for Ischemic Cardiomyopathy.
Qiao JinQian GongXuan LeJin HeLenan ZhuangPublished in: International journal of molecular sciences (2022)
Ischemic cardiomyopathy (ICM), which increases along with aging, is the leading cause of heart failure. Currently, immune response is believed to be critical in ICM whereas the roles of immune-related lncRNAs remain vague. In this study, we aimed to systematically analyze immune-related lncRNAs in the aging-related disease ICM. Here, we downloaded publicly available RNA-seq data from ischemic cardiomyopathy patients and non-failing controls (GSE116250). Weighted gene co-expression network analysis (WGCNA) was performed to identify key ICM-related modules. The immune-related lncRNAs of key modules were screened by co-expression analysis of immune-related mRNAs. Then, a competing endogenous RNA (ceRNA) network, including 5 lncRNAs and 13 mRNAs, was constructed using lncRNA-mRNA pairs which share regulatory miRNAs and have significant correlation. Among the lncRNA-mRNA pairs, one pair ( AC011483.1-CCR7 ) was verified in another publicly available ICM dataset (GSE46224) and ischemic cell model. Further, the immune cell infiltration analysis of the GSE116250 dataset revealed that the proportions of monocytes and CD8 + T cells were negatively correlated with the expression of AC011483.1-CCR7 , while plasma cells were positively correlated, indicating that AC011483.1-CCR7 may participate in the occurrence and development of ICM through immune cell infiltration. Together, our findings revealed that lncRNA-mRNA pair AC011483.1-CCR7 may be a novel biomarker and therapeutic target for ICM.
Keyphrases
- network analysis
- heart failure
- single cell
- dendritic cells
- immune response
- long non coding rna
- rna seq
- poor prognosis
- magnetic resonance
- gene expression
- induced apoptosis
- chronic kidney disease
- computed tomography
- cell proliferation
- risk assessment
- dna methylation
- left ventricular
- prognostic factors
- genome wide analysis
- signaling pathway
- atrial fibrillation
- artificial intelligence
- genome wide
- blood brain barrier
- toll like receptor
- subarachnoid hemorrhage
- newly diagnosed
- data analysis
- deep learning
- peripheral blood
- patient reported
- acute heart failure