Figure 3. Universal regulators of cancers. A, inducer and repressor proportion in total universal regulators of cancers. B, Gene categories of universal inducers for all cancers. C, coefficient heatmap of top 10 universal inducers in 30 cancer types. Left bar colors denote gene categories, red: antisense, brown: p-pseudogene, blue:lincRNA, pink: protein, green: miRNA, yellow: snRNA. D, differential expression of top 2 inducers between cancer and normal. E, CCA plot of top 2 inducers and clinical variables. F, HR comparison of noncoding RNAs and protein in top 42 inducers.