Furthermore, CYP4F3 was identified as one of the 117 common genes up-regulated in cold tumors across smoking-related cancers, exerting dominance in immunoregulation and associated with NRF2 pathway activation and the tumor immune microenvironment [15]. The gene discussed is CYP4F3; the disease is neoplasm.