Among them, DPY30, EREG, PLA2G16, ZNF185, PADI1, INPP4B and AP1S3 have been reported to be involved in tumor genesis and progression [60, 73–78], and they were significantly positively correlated with risk score. The gene discussed is PADI1; the disease is neoplasm.