Previous studies illustrated AMPK signal pathway (α1 and α2) confers protection to various cardiovascular diseases, such as atherosclerosis, atherosclerotic vulnerability and atherosclerotic calcification [9, 10, 14]. Here, PRKAA1 is linked to atherosclerosis.