We also found that Klotho might regulate serum urea nitrogen through TG, and uric acid through TC and TG in the general population by mediation analysis, but there was no significant mediation effect in the CKD population, which might be related to the small size of the CKD population. The gene discussed is KL; the disease is chronic kidney disease.