We identified HBP nodule-in-nodule hyperintensity characterized by hypointense subnodules (OATP1B3-deficient) embedded within hyperintense matrix (OATP1B3-retained) as an independent HCC predictor (OR = 36.46). Here, SLCO1B3 is linked to hepatocellular carcinoma.