Twenty-one eGFR sites were associated with blood pressure, alcohol consumption, BMI, sex, soluble tumor necrosis factor receptor 2, and/or smoking status, and five UACR sites were previously associated with alcohol consumption, smoking status, BMI, educational attainment, γ-glutamyl transferase, soluble tumor necrosis factor receptor 2, type 2 diabetes mellitus, and/or several serum metabolites (Table 2, Supplementary Data 19). Here, TNFRSF1B is linked to type 2 diabetes mellitus.