title: Dissection of protein interactomics highlights microRNA synergy.
abstract: Despite a large amount of microRNAs (miRNAs) have been validated to play crucial roles in human biology and disease, there is little systematic insight into the nature and scale of the potential synergistic interactions executed by miRNAs themselves. Here we established an integrated parameter synergy score to determine miRNA synergy, by combining the two mechanisms for miRNA-miRNA interactions, miRNA-mediated gene co-regulation and functional association between target gene products, into one single parameter. Receiver operating characteristic (ROC) analysis indicated that synergy score accurately identified the gene ontology-defined miRNA synergy (AUC = 0.9415, p<0.001). Only a very small portion of the random miRNA-miRNA combinations generated potent synergy, implying poor expectancy of widespread synergy. However, targeting more key genes made two miRNAs more likely to act synergistically. Compared to other miRNAs, miR-21 was a highly exceptional case due to frequent appearance in the top synergistic miRNA pairs. This result highlighted its essential role in coordinating or strengthening physiological and pathological functions of other miRNAs. The synergistic effect of miR-21 and miR-1 were functionally validated for their significant influences on myocardial apoptosis, cardiac hypertrophy and fibrosis. The novel approach established in this study enables easy and effective identification of condition-restricted potent miRNA synergy simply by concentrating the available protein interactomics and miRNA-target interaction data into a single parameter synergy score. Our results may be important for understanding synergistic gene regulation by miRNAs and may have significant implications for miRNA combination therapy of cardiovascular disease.
authors.affiliation: Institute of Clinical Pharmacology, The Second Affiliated Hospital of Harbin Medical University, Harbin, China.
authors.forename: Wenliang
authors.initials: W
authors.lastname: Zhu
authors.forename: Yilei
authors.initials: Y
authors.lastname: Zhao
authors.forename: Yingqi
authors.initials: Y
authors.lastname: Xu
authors.forename: Yong
authors.initials: Y
authors.lastname: Sun
authors.forename: Zhe
authors.initials: Z
authors.lastname: Wang
authors.forename: Wei
authors.initials: W
authors.lastname: Yuan
authors.forename: Zhimin
authors.initials: Z
authors.lastname: Du
mesh_terms: D017209:Apoptosis / Q000235:genetics; D002318:Cardiovascular Diseases / Q000235:genetics / Q000378:metabolism; D019295:Computational Biology / Q000379:methods*; D006801:Humans; D035683:MicroRNAs / Q000235:genetics*; D060066:Protein Interaction Maps; D015203:Reproducibility of Results
chemical_list: D035683:MicroRNAs