Therefore, large-scale studies are required to fully dissect the functions of PDK4 in tumor progression and the underlying mechanisms in a variety of human tumor types, which will explain why PDK4 acts as an oncogene or a tumor suppressor gene in various cancers. The gene discussed is PDK4; the disease is cancer.