For instance, APOE ε2 reduces the risk of developing colorectal cancer, while the APOE ε4 allele does not significantly impact colorectal cancer risk (22), In contrast, the APOE ε3 allele is linked to a higher risk of laryngeal squamous cell carcinoma (LSCC) (23). The gene discussed is APOE; the disease is colorectal cancer.