In a canine model, paroxysmal AF increased the lactic acid content and the expressions and activities of PDK-1, PDK-4, and LDHA and the decreased the expressions of PDH and citrate synthase and the AMP/ATP ratio in canine LA [104]. The gene discussed is PDK4; the disease is Paroxysmal atrial fibrillation.