In contrast, PRDX1-related pathways, including vascular-associated smooth muscle cell differentiation, smooth muscle cell differentiation, IL-6 mediated signaling pathway, endosome to plasma membrane protein transport, gene silencing by RNA, and negative regulation of transporter activity, were suppressed in HCC patients. Here, IL6 is linked to hepatocellular carcinoma.