To further elucidate the relationship between OPN and LFC, we used the ROC curve to find potential contributors of elevated LFC risk for NAFLD diagnosis (LFC > 5%). This evidence concerns the gene SPP1 and metabolic dysfunction-associated steatotic liver disease.