We used whole genome sequencing to capture information on gene targets that have mutations in the genomes of colorectal cancer and adjacent cancers and analyzed and screened high-frequency mutated genes (ATAD3B) and susceptibility genes (SH3BP1, C4orf54). This evidence concerns the gene C4orf54 and colorectal cancer.