In this cross-sectional study of well-characterized patients with MASLD, our multivariate analysis indicated the significant associations between fibrosis severity and PNPLA3 rs738409 and SIRT5 rs12216101. The gene discussed is PNPLA3; the disease is metabolic dysfunction-associated steatotic liver disease.