In order to better understand the causal relationship between TFs and epigenetic changes, we further generated an instrumental variable (IV) regression for the 44 candidate driver TFs based on a mechanism of epigenetic reprogramming: the mutational status of a candidate TF directly alter its binding activity in cancers and then influence the epigenetic changes (Figure 1). This evidence concerns the gene TF and cancer.