Therefore, though reduced renal AMPK activity in metabolic diseases may contribute to salt and water imbalance in obesity- or diabetes-related disease, the role of AMPK in renal tubular handling in the metabolic disease associated kidney disease needs further investigation. The gene discussed is PRKAB1; the disease is metabolic disease.