Especially, there are significant association between each cancer pair for the three‐cancer group, BRCA, HNSC, LUSC with the predicted common driver genes of CCND1, ESR1, LCK, NCOA6, PIK3CA, PLK3, STAT3, TP53. This evidence concerns the gene ESR1 and cancer.