Abstract
Background. Salt sensitivity of blood pressure (SSBP) is an independent risk factor for cardiovascular disease. The pathogenic mechanisms of SSBP are still uncertain. This study aimed to construct the co-regulatory network of SSBP and data mining strategy based on the competitive endogenous RNA (ceRNA) theory. Methods. LncRNA and mRNA microarray was performed to screen for candidate RNAs. Four criteria were used to select the potential differently expressed RNAs. The weighted correlation network analysis (WGCNA) package of R software and target miRNA and mRNA prediction online databases were used to construct the ceRNA co-regulatory network and discover the pathways related to SSBP. Gene ontology enrichment, gene set enrichment analysis (GSEA) and KEGG pathway analysis were performed to explore the functions of hub genes in networks. Results. There were 274 lncRNAs and 36 mRNAs that differently expressed between salt-sensitive and salt-resistant groups (P <0.05). Using WGCNA analysis, two mod- ules were identified (blue and turquoise). The blue module had a positive relationship with salt-sensitivity (R D 0.7, P < 0.01), high-density lipoprotein (HDL) (R D 0.53, P D0.02), and total cholesterol (TC) (RD0.55, P D0.01). The turquoise module was positively related with triglyceride (TG) (RD0.8, P <0.01) and low-density lipoprotein (LDL) (R D 0.54, P D 0.01). Furthermore, 84 ceRNA loops were identified and one loop may be of great importance for involving in pathogenesis of SSBP. KEGG analysis showed that differently expressed mRNAs were mostly enriched in the SSBP-related pathways. However, the enrichment results of GSEA were mainly focused on basic physical metabolic processes.
Author supplied keywords
Cite
CITATION STYLE
Cao, H., Qi, H., Liu, Z., Peng, W. J., Guo, C. Y., Sun, Y. Y., … Zhang, L. (2019). CeRNA network analysis and functional enrichment of salt sensitivity of blood pressure by weighted-gene co-expression analysis. PeerJ, 2019(9). https://doi.org/10.7717/peerj.7534
Register to see more suggestions
Mendeley helps you to discover research relevant for your work.