The results showed that STEAP1, STEAP4, and risk score were not correlated with specific etiology, while STEAP1 and risk score were significantly positively correlated with liver fibrosis both in TCGA and GSE14520 (Additional file 1: Fig. S3). Here, STEAP4 is linked to Hepatic fibrosis.