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A novel lncRNA-miRNA-mRNA triple network identifies lncRNA TWF1 as an important regulator of miRNA and gene expression in coronary artery disease
- Source :
- Nutrition & Metabolism, Vol 16, Iss 1, Pp 1-13 (2019), Nutrition & Metabolism
- Publication Year :
- 2019
- Publisher :
- BMC, 2019.
-
Abstract
- Background Long non-coding RNAs (lncRNAs) are involved in numerous physiological functions. Yet, their mechanisms in coronary artery disease (CAD) are not well understood. Methods The expression profile of genes associated to CAD was reannotated into the lncRNA-mRNA biphasic profile. The target microRNA data were used to design a global CAD triple network. Thereafter, we conducted a functional enrichment analysis and clustering using the triple network from the level of topology analyses. The expression of four non-coding RNAs (ncRNAs) was measured by qRT-PCR and the risk of CAD was calculated by nomogram. The prognostic value of three ncRNAs was evaluated using receiver operating characteristic (ROC) curve. Results A CAD lncRNA-miRNA-mRNA network was constructed which included 15 mRNAs, 3 miRNAs, 19 edges and one lncRNA. Nomogram showed that four ncRNAs were the risk of CAD. After RT-PCR validation in four ncRNAs between CAD and non-CAD samples, only three ncRNAs had significant meaning for further analysis. ROC curve showed that TWF1 presented an area under curve (AUC) of 0.862, the AUC of hsa -miR-142-3p was 0.856 and hsa -miR126-5p was 0.822. After the pairwise comparison, we found that TWF1 had significant statistical significance (PTWF1–142
- Subjects :
- 030309 nutrition & dietetics
Endocrinology, Diabetes and Metabolism
Regulator
Medicine (miscellaneous)
CAD
lcsh:TX341-641
Computational biology
Biology
Coronary artery disease
03 medical and health sciences
microRNA
Gene expression
cardiovascular diseases
Gene
lcsh:RC620-627
LncRNA-miRNA-mRNA regulators
0303 health sciences
Messenger RNA
Nutrition and Dietetics
Receiver operating characteristic
Research
Biomarker of diagnosis
Triple network analyses
Nomogram
lcsh:Nutritional diseases. Deficiency diseases
Function enrichment
lcsh:Nutrition. Foods and food supply
Subjects
Details
- Language :
- English
- ISSN :
- 17437075
- Volume :
- 16
- Issue :
- 1
- Database :
- OpenAIRE
- Journal :
- Nutrition & Metabolism
- Accession number :
- edsair.doi.dedup.....48901cd999f6c529e14ee3859d285955