We found that a small number of genes (e.g., RET, RECQL4, CUX1, FGFR4, PIK3R1, FGFR3, and GNAS) had some co-occurring variants per patient in different cancer types (Supplementary Fig. 12a). This evidence concerns the gene PIK3R1 and cancer.