KL and heart failure: Therefore, we conducted a two-sample MR study to elucidate whether genetically predicted circulating α-Klotho levels were causally associated with the risk of 8 CVD outcomes, including CAD, AF, heart failure (HF), stroke, ischemic stroke (IS), and IS subtypes.