Results of this multi-ethnic cross-sectional epidemiologic study identified significant inverse associations of caffeinated coffee consumption with liver transaminases ALT and AST, and the NAFLD liver fat score. This evidence concerns the gene GPT and metabolic dysfunction-associated steatotic liver disease.