The regression coefficients of PNPLA3 rs738409 and TM6SF2 rs58542926 were essentially unchanged upon adjustment for measured hepatic steatosis, ALT or ferritin but attenuated after inclusion of features of the metabolic syndrome. Here, PNPLA3 is linked to fatty liver disease.