Low levels of ApoA-I and HDL cholesterol are linked to risk of cardiovascular events [40], whereas increases in several amino acids, including leucine, are linked to low levels of HDL cholesterol and insulin resistance in patients with renal dysfunction [41]. This evidence concerns the gene APOA1 and Abnormal renal physiology.