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Systems BiologyBriefings in Bioinformatics
Peer-reviewed journal article

A Rational Drug Combination Design to Inhibit Epithelial-Mesenchymal Transition in a Three-Dimensional Microenvironment

Farnaz BarnehiD, Mehdi MirzaieiD, Payman NickchiiD, Tuan Zea TaniD, Jean Paul ThieryiD, Mehran PiraniD, Mona SalimiiD, Fatemeh GoshadrouiD, Amir Reza ArefiD, Mohieddin JafariiD

PDFDOIPreprint

Abstract

Epithelial-Mesenchymal Transition (EMT) is a major player of tumor invasiveness whose inhibition is challenged by redundancy of multiple inducing factors. We applied a systems-pharmacology approach by integrating network-based analyses with multiple bioinformatic resources to design a drug combination regimen reversing EMT phenotype in aggressive cancers. We observed that histone deacetylases were critical targets to tune expression of multiple epithelial versus mesenchymal genes. Moreover, SRC and IKBK were the principal intracellular kinases regulating multiple signaling pathways. To validate the anti-EMT efficacy of the target combinations, we inhibited the pinpointed proteins with already prescribed drugs and observed that whereas low dose mono-therapy failed to limit cell dispersion from collagen spheroids in a microfluidic device as a metric of EMT, the combination fully inhibited dissociation and invasion of cancer cells toward co-cultured endothelial cells. Given the approval status and safety profiles of the suggested drugs, the proposed combination set can be considered in clinical trials.

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