In general, long-term outcomes of lipid perturbations on metabolic diseases as well as on related morbidity and mortality in patients with HNF4A-MODY, GCK-MODY, HNF1A-MODY, and HNF1B-MODY require future investigations. The gene discussed is HNF1B; the disease is metabolic disease.