PDGFRA and liver cancer: Therefore, we identified an inflammatory cancer-associated fibroblast (iCAF) subcluster (PDGFRA+CAFs) that originates from HPCs differentiation in both rat models and human liver cancer, suggesting it is a critical subcluster influencing liver cancer progression.