Much as cancer research was initially focused on the tumor parenchyma, the first connection between PPARα and tumorigenesis was also directed at understanding how prolonged PPARα activation by its ligands induces hepatocarcinogenesis in rodents by altering liver cell function [2]. The gene discussed is PPARA; the disease is cancer.