Specifically, as presented in Table 4, SNHG12 expression levels in HCC were significantly associated with tumor size (P < 0.05), vascular invasion (P < 0.05), and TNM stage (P < 0.05). Here, SNHG12 is linked to hepatocellular carcinoma.