Nile red staining showed that lipid levels were significantly decreased in HCC cells with SOX4 knockdown (Fig. 3D), whereas SOX4 overexpression led to a notable increase in lipid levels (Fig. 3E). Here, SOX4 is linked to hepatocellular carcinoma.