We found that pulmonary Sirt1 and serum vitamin D decreased with physiological aging, activating TGF‐β1/IL‐11/MEK/ERK signaling, and promoting senescence‐associated pulmonary fibrosis. The gene discussed is SIRT1; the disease is pulmonary fibrosis.