To further identify the functionalities of these T cells, we performed RNA-seq analyses to characterize the transcriptional heterogeneities of PD-1+CD8+ TRM cells isolated from HCC tissues with or without HBV infection. The gene discussed is PDCD1; the disease is hepatocellular carcinoma.