To explore potential molecular mechanisms by which USP32 regulates HCC progression, we conducted several analyses and identified key USP32-related molecular modules, including MAGEA3, MAGEC1, MAGEC2 and MAGEA1. This evidence concerns the gene MAGEA3 and hepatocellular carcinoma.