Using single cell transcriptome analysis, they identified two notable features of the hepatic immune microenvironment during the pathogenesis of NASH: macrophage expansion with molecular features of TAMs and induction of CD8+ T cell exhaustion. Here, CD8A is linked to metabolic dysfunction-associated steatohepatitis.