Similarly, it has been confirmed in Japanese patients that the PNPLA3 is a susceptibility gene involved in the development and advancement of NAFLD [20, 21], though its association with subclinical atherosclerosis has not been investigated. The gene discussed is PNPLA3; the disease is atherosclerosis.