In meta-analyses totaling 6,540 cases and 2,096,759 controls, we identified 10 associations with HCC, of which five (in KLF15, HSD17B13, APOE, HFE, and MTARC1) have not previously been implicated in HCC at genome-wide statistical significance. Here, KLF15 is linked to hepatocellular carcinoma.