SPP1 and hepatocellular carcinoma: The hub genes SPP1, IGF1, LGALS3, LPA, and COL1A2 were altered in 4, 5, 5, 7, and 8% in a total population of HCC patients respectively, without significantly discrepancy in both sexes (Figure 4B).