Subgroup analyses revealed amplified Klotho reductions in frequent users with prolonged sedentary activity (> 240 min/day), higher vitamin D (serum 25(OH)D ≥ 72.5 nmol/L), and cancer (P-interaction < 0.05). This evidence concerns the gene KL and cancer.