To further verify the potential role of PDGFRA+CAFs in the TME of HCC, we performed immunofluorescence staining for α-SMA and PDGFRA to observe the expression of inflammation-associated fibroblasts (Fig. 3I, J). Here, ACTA1 is linked to hepatocellular carcinoma.