Besides, PD-1 is also highly expressed in liver CD8+ Trm cells in 2OA-BSA induced PBC model (Supplementary Fig. 4e, f) and PBC patients (Supplementary Fig. 4m, n). This evidence concerns the gene CD8A and primary biliary cholangitis.