Article
Global transcription network incorporating distal regulator binding reveals selective cooperation of cancer drivers and risk genes.
Nucleic acids research - 13 Jul 2015
Kim Kwoneel, Yang Woojin, Lee Kang Seon, Bang Hyoeun, Jang Kiwon, Kim Sang Cheol, Yang Jin Ok, Park Seongjin, Park Kiejung, Choi Jung Kyoon
Abstract excerpt
Global network modeling of distal regulatory interactions is essential in understanding the overall architecture of gene expression programs. Here, we developed a Bayesian probabilistic model and computational method for global causal network construction with breast cancer as a model. Whereas physical regulator binding was well supported by gene expression causality in general, distal elements in intragenic...
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