Moreover, upon correlation analysis with a set of clinical features, we found that the enrichment of PD-1+CD8+ TRM cells (C15) in TB tissues was tightly associated with hepatic damage and fibrosis, and this is the first time to show TRM cells were correlated with HBV-associated fibrosis. The gene discussed is PDCD1; the disease is tuberculosis.