We uncovered a positive correlation between hepatic HIBCH mRNA expression and hepatic fat in humans, an inhibitory effect of HIBCH on oxidative phosphorylation and a stimulatory effect on ROS generation as mechanisms linking HIBCH to fatty liver and metabolic disease. The gene discussed is HIBCH; the disease is fatty liver disease.