As NAFLD was estimated in that study by the fatty liver index (FLI), an algorithm that relies on BMI and waist circumference [34], this suggests that the association of ketone bodies with NT-proBNP is unlikely to be significantly influenced by obesity. The gene discussed is NPPB; the disease is metabolic dysfunction-associated steatotic liver disease.