The findings of the OS and DSS analyses were extremely consistent, indicating that AIF-1 is significantly connected with cancer patient prognosis and that AIF-1 is a risk factor for LGG and UVM and a protective factor for CESC, SKCM, and THCA. The gene discussed is AIF1; the disease is cancer.