The GSEA-Hallmark analysis and GO enrichment analyses identified SHC1 was correlated with multiple pathways involved in cancer proliferation and invasion, including the p53 pathway31, angiogenesis32, Il6 jak stat3 signaling pathway33, and Kras signaling pathway34. This evidence concerns the gene KRAS and cancer.