Moreover, in NASH-related HCC, immunological mechanisms play a critical role, as autoreactive CD8+PD1+ T cells induce hepatocyte death and impair immune surveillance, thereby facilitating tumor formation. Here, CD8A is linked to metabolic dysfunction-associated steatohepatitis.