Seven candidates were found to be upregulated in these pathways in primary HCC tissue at the mRNA and protein levels across both datasets (DUT, GMPS, NME6, RRM2, BCAT1, PYCR2, and NEU1). Here, RRM2 is linked to hepatocellular carcinoma.