Our study combined WGCNA with differential gene expression analysis, further verified by immune infiltration-type analysis and tumor stemness of microenvironment analysis, and we obtained the survival-related genes IGFBP3 and SOCS2, which may predict the prognosis of HCC. This evidence concerns the gene SOCS2 and neoplasm.