Further, three up-regulated genes, PRLR, NOX1, and PGF, also contributed to several hallmarks of cancer, mainly including insensitivity to antigrowth signals, self-sufficiency in growth signals, and evading apoptosis, indicating their potential roles in tumorigenesis. The gene discussed is PGF; the disease is cancer.