Remarkably, among the top genes, in addition to some important well-known genes for each of the cancer types, we also identified three genes APOBEC3H, KIRREL1, and FAM166B, that are significantly correlated with OS for CSCC and HGSOC patients, respectively. This evidence concerns the gene KIRREL1 and cancer.