In the case of HCC, a study has identified five cuproptosis-mediated pattern-related genes, namely, PBK, mMP1, gNAZ, GPC1, and AKR1D1, that were effective in evaluating the prognosis of HCC patients [14]. Here, AKR1D1 is linked to hepatocellular carcinoma.