We report that the genetic predisposition to HCC development in NAFLD may be influenced by immunoregulatory genes—most notably in this study, PDCD1—in addition to genes predisposing to increased fat accumulation and progression to advanced fibrosis and cirrhosis. Here, PDCD1 is linked to metabolic dysfunction-associated steatotic liver disease.