Subgroup analysis showed that α-klotho mediated 12.43%, 6.87%, 21.50% and 5.44% of the relationship between blood lead and eGFR in women, middle-aged adults (40–59 years old), without cardiovascular disease and hypertension, respectively. The gene discussed is KL; the disease is hypertensive disorder.