Genetics and Genomics Commons^™

Reactin: Regulatory Activity Inference Of Transcription Factors Underlying Human Diseases With Application To Breast Cancer, Mingzhu Zhu, Chun-Chi Liu, Chao Cheng

Dartmouth Scholarship

Genetic alterations of transcription factors (TFs) have been implicated in the tumorigenesis of cancers. In many cancers, alteration of TFs results in aberrant activity of them without changing their gene expression level. Gene expression data from microarray or RNA-seq experiments can capture the expression change of genes, however, it is still challenge to reveal the activity change of TFs. Here we propose a method, called REACTIN (REgulatory ACTivity INference), which integrates TF binding data with gene expression data to identify TFs with significantly differential activity between disease and normal samples. REACTIN successfully detect differential activity of estrogen receptor (ER) between …