In this large‐scale population‐based database of NHANES, we explored comprehensively the effect of serum Klotho on cancer, and found regarding pan‐cancer, there was no doubt that serum Klotho exerted a tumor suppressor effect, and a higher level of Klotho concentration had a stronger effect. This evidence concerns the gene KL and neoplasm.