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Int J Data Min Bioinform ; 11(1): 1-30, 2015.
Article in English | MEDLINE | ID: mdl-26255374

ABSTRACT

In this paper we present a systems biology approach to the understanding of the miRNA-regulatory network in colon rectal cancer. An initial set of significant genes in Colon Rectal Cancer (CRC) were obtained by mining relevant literature. An initial set of cancer-related miRNAs were obtained from three databases: miRBase, miRWalk, Targetscan and GEO microarray experiment. First principle methods were then used to generate the global miRNA-gene network. Significant miRNAs and associated transcription factors in the global miRNA-gene network were identified using topological and sub-graph analyses. Eleven novel miRNAs were identified and three of the novel miRNAs, hsa-miR-630, hsa-miR-100 and hsa-miR-99a, were further analysed to elucidate their role in CRC. The proposed methodology effectively made use of literature data and was able to show novel, significant miRNA-transcription associations in CRC.


Subject(s)
Colorectal Neoplasms/genetics , Gene Expression Regulation, Neoplastic/genetics , Gene Regulatory Networks/genetics , MicroRNAs/genetics , Neoplasm Proteins/genetics , Transcription Factors/genetics , Data Mining/methods , Databases, Genetic , Humans , Systems Biology/methods
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