LPL and Hepatic fibrosis: MF2 cells specifically expressed liver fibrosis-related genes AGTR1, CYGB, PIEZO2, and LPL, and MF5 cells specifically highly expressed immune-related genes TRAC, CD3D, GZMB, and FCGR3A (Figure 2C).