Consistent with the results from our discovery cohort, analysis of breast cancer data from the TCGA PanCancer Atlas showed that the S6K1-PIK3CA pair had a tendency toward mutual exclusivity (P = 0.030, Log2 odds ratio = − 0.679, Supplementary Table S5). This evidence concerns the gene PIK3CA and breast carcinoma.