PNPLA3 and hepatocellular carcinoma: More recently, Wang et al. highlighted five SNPs involving genes PNPLA3 and SAMM50, all with OR > 1.5, believed to be highly associated with the development of HCC after controlling for both BMI and hepatitis virus infection [32].