Dataset Information

Dynamic and Modularized MicroRNA Regulation and Its Implication in Human Cancers.

ABSTRACT: MicroRNA is responsible for the fine-tuning of fundamental cellular activities and human disease development. The altered availability of microRNAs, target mRNAs, and other types of endogenous RNAs competing for microRNA interactions reflects the dynamic and conditional property of microRNA-mediated gene regulation that remains under-investigated. Here we propose a new integrative method to study this dynamic process by considering both competing and cooperative mechanisms and identifying functional modules where different microRNAs co-regulate the same functional process. Specifically, a new pipeline was built based on a meta-Lasso regression model and the proof-of-concept study was performed using a large-scale genomic dataset from ~4,200 patients with 9 cancer types. In the analysis, 10,726 microRNA-mRNA interactions were identified to be associated with a specific stage and/or type of cancer, which demonstrated the dynamic and conditional miRNA regulation during cancer progression. On the other hands, we detected 4,134 regulatory modules that exhibit high fidelity of microRNA function through selective microRNA-mRNA binding and modulation. For example, miR-18a-3p, -320a, -193b-3p, and -92b-3p co-regulate the glycolysis/gluconeogenesis and focal adhesion in cancers of kidney, liver, lung, and uterus. Furthermore, several new insights into dynamic microRNA regulation in cancers have been discovered in this study.

SUBMITTER: Shu J

PROVIDER: S-EPMC5645395 | biostudies-literature | 2017 Oct

REPOSITORIES: biostudies-literature

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Dynamic and Modularized MicroRNA Regulation and Its Implication in Human Cancers.

Shu Jiang J Silva Bruno Vieira Resende E BVRE Gao Tian T Xu Zheng Z Cui Juan J

Scientific reports 20171017 1

MicroRNA is responsible for the fine-tuning of fundamental cellular activities and human disease development. The altered availability of microRNAs, target mRNAs, and other types of endogenous RNAs competing for microRNA interactions reflects the dynamic and conditional property of microRNA-mediated gene regulation that remains under-investigated. Here we propose a new integrative method to study this dynamic process by considering both competing and cooperative mechanisms and identifying functi ...[more]

PMID: 29042600

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Project description:Epithelial-mesenchymal (EMT) and mesenchymal-epithelial (MET) transitions occur in the development of human tumorigenesis and are part of the natural history of the process to adapt to the changing microenvironment. In this setting, the miR-200 family is recognized as a master regulator of the epithelial phenotype by targeting ZEB1 and ZEB2, two important transcriptional repressors of the cell adherence (E-cadherin) and polarity (CRB3 and LGL2) genes. Recently, the putative DNA methylation associated inactivation of various miR-200 members has been described in cancer. Herein, we show that the miR-200ba429 and miR-200c141 transcripts undergo a dynamic epigenetic regulation linked to EMT or MET phenotypes in tumor progression. The 5'-CpG islands of both miR-200 loci were found unmethylated and coupled to the expression of the corresponding miRNAs in human cancer cell lines with epithelial features, such as low levels of ZEB1/ZEB2 and high expression of E-cadherin, CRB3 and LGL2, while CpG island hypermethylation-associated silencing was observed in transformed cells with mesenchymal characteristics. The recovery of miR-200ba429 and miR-200c141 expression by stable transfection in the hypermethylated cells restored the epithelial markers and inhibited migration in cell culture and tumoral growth and metastasis formation in nude mice. We also discovered, using both cell culture and animal models, that the miR-200 epigenetic silencing is not an static and fixed process but it can be shifted to hypermethylated or unmethylated 5'-CpG island status corresponding to the EMT and MET phenotypes, respectively. In fact, careful laser microdissection in human primary colorectal tumorigenesis unveiled that in normal colon mucosa crypts (epithelia) and stroma (mesenchyma) already are unmethylated and methylated at these loci, respectively; and that the colorectal tumors undergo selective miR-200 hypermethylation of their epithelial component. These findings indicate that the epigenetic silencing plasticity of the miR-200 family contributes to the evolving and adapting phenotypes of human tumors.

Dataset Information

Dynamic and Modularized MicroRNA Regulation and Its Implication in Human Cancers.

Publications

Dynamic and Modularized MicroRNA Regulation and Its Implication in Human Cancers.

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