In this study, we investigated the differences in gene expression between normal tissues and tumor tissues, as well as TACE response and non-response groups, and intersected them with MRGs, successfully identifying four key genes (CDC20, LPCAT1, PON1, and SPP1). Here, PON1 is linked to neoplasm.