To enhance the precision of survival estimation, we classified ERRFI1 rs28624 AC/CC as the unfavorable genotypes and conducted further stratified analyses using the PLCO dataset to investigate whether their effect on NSCLC survival was influenced by other factors such as age, sex, smoking status, histology, tumor stage, chemotherapy, radiotherapy, and surgery. The gene discussed is ERRFI1; the disease is neoplasm.