TF and cancer: CITRUS achieved significantly better performance than a regularized bilinear regression algorithm called affinity regression (AR) (21–24) that was trained independently for each cancer type and explain gene expression across tumors in terms of somatic alteration status and presence of TF motif binding sites based on a pan-cancer ATAC-seq atlas (Figure 2A and Supplementary Table 2).