IRS1 and cancer: Among cancer-related genes (Table S3), CARD11(18%) and IRS1(18%) were the most common somatic mutated genes, followed by PSMD11, RELN, RRAS2, SMC1A, SYNE1 and ZFHX3, and the mutation rates of the latter six genes were all 14%.