In participants without diabetes, lower serum calcium levels were significantly correlated with lower insulin, HbA1c, TC, HDL‐C, LDL‐C, TG, uric acid, urine albumin‐to‐creatinine ratios, and higher eGFRs (all p < 0.05). The gene discussed is ALB; the disease is diabetes mellitus.