In general, compared with middle-aged and elderly individuals with lower plasma S-Klotho levels, people with higher plasma S-Klotho levels were more likely to be female, younger, and have hypertension, hyperuricemia, heart failure, coronary heart disease, stroke, and diabetes prevalence is lower. This evidence concerns the gene KL and Stroke.