Single-cell analyses in HCC have revealed that CD8+ T cells exhibited a spectrum of exhaustion, marked by distinct transcriptional profiles that reflect varying degrees of dysfunction and differing capacities to respond to immune checkpoint (IC) inhibition[35]. This evidence concerns the gene CD8A and hepatocellular carcinoma.