Additionally, single-cell sequencing analysis of specimens from 29 HCC patients undergoing immunotherapy indicates a high infiltration of Tregs alongside PD-1+CD8+ T cells (Magen et al., 2023). Here, PDCD1 is linked to hepatocellular carcinoma.