Specifically, 680 proteins in cluster 1, including pro- and anti-inflammatory cytokines (e.g., IL-6 and IL-10) and liver fibrosis markers (e.g., ACTA2, KRT19, and SPP1), increased progressively with fibrosis stages (Figures 4D and 4E). Here, SPP1 is linked to Hepatic fibrosis.