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Integrated analysis of microRNA-target interactions with clinical outcomes for cancers
Authors:Je-Gun Joung  Su Yeon Lee  Hwa Jung Kang  Ju Han Kim
Institution:1.Seoul National University Biomedical Informatics (SNUBI), Div. of Biomedical Informatics,Seoul National University College of Medicine,Seoul,Korea;2.Systems Biomedical Informatics National Core Research Center,Seoul National University College of Medicine,Seoul,Korea;3.Institute of Endemic Diseases,Seoul National University College of Medicine,Seoul,Korea;4.Center for Systems Genomics,Pennsylvania State University,University Park,USA;5.Translational Bioinformatics Lab,Samsung Genome Institute, Samsung Medical Center,Seoul Korea
Abstract:

Background

Clinical statement alone is not enough to predict the progression of disease. Instead, the gene expression profiles have been widely used to forecast clinical outcomes. Many genes related to survival have been identified, and recently miRNA expression signatures predicting patient survival have been also investigated for several cancers. However, miRNAs and their target genes associated with clinical outcomes have remained largely unexplored.

Methods

Here, we demonstrate a survival analysis based on the regulatory relationships of miRNAs and their target genes. The patient survivals for the two major cancers, ovarian cancer and glioblastoma multiforme (GBM), are investigated through the integrated analysis of miRNA-mRNA interaction pairs.

Results

We found that there is a larger survival difference between two patient groups with an inversely correlated expression profile of miRNA and mRNA. It supports the idea that signatures of miRNAs and their targets related to cancer progression can be detected via this approach.

Conclusions

This integrated analysis can help to discover coordinated expression signatures of miRNAs and their target mRNAs that can be employed for therapeutics in human cancers.
Keywords:
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