An algorithm based on serum BMP2 levels and clinically relevant variables to NAFLD showed an AUROC of 0.886 (95%CI, 0.83–0.94) to discriminate NASH. Here, BMP2 is linked to metabolic dysfunction-associated steatotic liver disease.