Other previously unreported variants associated with lipid traits and fatty liver disease, including rs2792735 in GPAM, rs2980888 in TRIB1, rs13389219 in COBLL1, rs8178824 in APOH and rs339969 in ICE2 (Fig. 2 and Supplementary Table 11). Here, COBLL1 is linked to fatty liver disease.