Dysfunctional miRNA-Mediated Regulation in Chromophobe Renal Cell Carcinoma.
Past research on pathogenesis of a complex disease suggests that differentially expressed message RNAs (mRNAs) can be noted as biomarkers of a disease. However, significant miRNA-mediated regulation change might also be more deep underlying cause of a disease. In this study, a miRNA-mediated regulation module is defined based on GO terms (Gene Ontology terms) from which dysfunctional modules are identified as the suspected cause of a disease. A miRNA-mediated regulation module contains mRNAs annotated to a GO term and MicroRNAs (miRNAs) which regulate the mRNAs. Based on the miRNA-mediated regulation coefficients estimated from the expression profiles of the mRNA and the miRNAs, a SW (single regulation-weight) value is then designed to evaluate the miRNA-mediated regulation change of an mRNA, and the modules with significantly differential SW values are thus identified as dysfunctional modules. The approach is applied to Chromophobe renal cell carcinoma and it identifies 70 dysfunctional miRNA-mediated regulation modules from initial 4381 modules. The identified dysfunctional modules are detected to be comprehensive reflection of chromophobe renal cell carcinoma. The proposed approach suggests that accumulated alteration in miRNA-mediated regulation might cause functional alterations, which further cause a disease. Moreover, this approach can also be used to identify diffentially miRNA-mediated regulated mRNAs showing more comprehensive underlying association with a disease than differentially expressed mRNAs.
School of Computer Science and Technology, Xidian University, Xi'an, Shaanxi, P. R. China.|College of Mathematics and Information Science, Weinan Normal University, Weinan, Shaanxi, P. R. China.
Xiaohan
X
Sun
School of Computer Science and Technology, Xidian University, Xi'an, Shaanxi, P. R. China.
Junying
J
Zhang
D000818:Animals; D002292:Carcinoma, Renal Cell / Q000235:genetics / Q000378:metabolism*; D006801:Humans; D035683:MicroRNAs / Q000235:genetics / Q000378:metabolism*; D008962:Models, Theoretical; D012333:RNA, Messenger / Q000235:genetics / Q000378:metabolism
D035683:MicroRNAs; D012333:RNA, Messenger