APC mutations were analyzed for association with TMB, Immune checkpoint molecules expression, CpG methylation level, Tumor purity (TP), Microsatellite instability (MSI) status and tumor-infiltrating lymphocyte (TIL). The gene discussed is APC; the disease is neoplasm.