“…Based on literature reviews, we selected 25 candidate mediators of modifiable cardiometabolic risk factors (for an overview of the process of identifying the candidate mediators see Figure S1), 14–41 which may lie on the pathways from education to hypertension or cardiovascular disease and with available genetic instruments derived from GWASs, including adiposity traits (body mass index [BMI], 14 waist-to-hip ratio [WHR], 15 body fat percentage [BF%], 16 waist circumference, 17 childhood obesity 18 ), lipids (low-density lipoprotein cholesterol, 19 high-density lipoprotein cholesterol [HDL-C], 19 triglycerides, 19 total cholesterol 20 ), glucose metabolism-related traits (fasting insulin 21 and fasting glucose 22 ), urinary biomarkers (urinary sodium, 23 urinary potassium, 23 urinary albumin, 24 urinary sodium-potassium ratio 25 ), physical activity and sedentary behaviors (moderate to vigorous physical activity, 26 watching TV, 27 computer using 27 ), stress-related traits (major depression 28 and insomnia 29 ), smoking and dietary behaviors (smoking initiation, 30 smoking heaviness, 31 alcohol drinking, 32 coffee consumption 33 ), and socioeconomic factor (total household income). 41 The detailed information of the epidemiological evidence for the relationship between the 25 candidate mediators and hypertension or blood pressure is shown in Table S1.…”