title: Identification of differentially expressed miRNAs in individual breast cancer patient and application in personalized medicine.
abstract: MicroRNAs (miRNAs) have key roles in breast cancer progression, and their expression levels are heterogeneous across individual breast cancer patients. Traditional methods aim to identify differentially expressed miRNAs in populations rather than in individuals and are affected by the expression intensities of miRNAs in different experimental batches or platforms. Thus it is urgent to conduct miRNA differential expression analysis at an individual level for further personalized medicine research. We proposed a straightforward method to determine the differential expression of each miRNA in an individual patient by utilizing the reversal expression order of miRNA pairs between two conditions (cancer and normal tissue). We applied our method to breast cancer miRNA expression profiles from The Cancer Genome Atlas and two other independent data sets. In total, 292 miRNAs were differentially expressed in individual breast cancer patients. Using the differential expression profile of miRNAs in individual patients, we found that the deregulations of miRNA tend to occur in specific breast cancer subtypes. We investigated the coordination effect between the miRNA and its target, based on the hypothesis that one gene function can be changed by copy number alterations of the corresponding gene or deregulation of the miRNA. We revealed that patients exhibiting an upregulation of hsa-miR-92b and patients with deletions of PTEN did not tend to overlap, and hsa-miR-92b and PTEN coordinately regulated the pathway of 'cell cycle' and so on. Moreover, we discovered a new prognostic signature, hsa-miR-29c, whose downregulation was associated with poor survival of breast cancer patients.
authors.affiliation: Department of Systems Biology, College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, China.
authors.forename: F
authors.initials: F
authors.lastname: Peng
authors.affiliation: Department of Systems Biology, College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, China.
authors.forename: Y
authors.initials: Y
authors.lastname: Zhang
authors.affiliation: Department of Systems Biology, College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, China.
authors.forename: R
authors.initials: R
authors.lastname: Wang
authors.affiliation: Department of Systems Biology, College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, China.
authors.forename: W
authors.initials: W
authors.lastname: Zhou
authors.affiliation: Department of Systems Biology, College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, China.
authors.forename: Z
authors.initials: Z
authors.lastname: Zhao
authors.affiliation: Department of Pharmacology, Harbin Medical University, Harbin, China.
authors.forename: H
authors.initials: H
authors.lastname: Liang
authors.affiliation: Department of Systems Biology, College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, China.
authors.forename: L
authors.initials: L
authors.lastname: Qi
authors.affiliation: Department of Systems Biology, College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, China.
authors.forename: W
authors.initials: W
authors.lastname: Zhao
authors.affiliation: Department of Systems Biology, College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, China.
authors.forename: H
authors.initials: H
authors.lastname: Wang
authors.affiliation: Department of Systems Biology, College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, China.
authors.forename: C
authors.initials: C
authors.lastname: Wang
authors.affiliation: Department of Systems Biology, College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, China.|Key Laboratory of Ministry of Education for Gastrointestinal Cancer, Department of Bioinformatics, Fujian Medical University, Fuzhou, China.
authors.forename: Z
authors.initials: Z
authors.lastname: Guo
authors.affiliation: Department of Systems Biology, College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, China.
authors.forename: Y
authors.initials: Y
authors.lastname: Gu