Among the top 10 ranking genes in BRCA, CREBBP, EP300, MYC, SRC, and TP53 overlapped with the cancer genes in CGC, whereas the other five genes, (CDK1, GRB2, YWHAZ, SHC1, and PTK2) did not include in CGC. This evidence concerns the gene SHC1 and cancer.