Studies have shown that compared with healthy control groups, the expression levels of all Sirtuins in fibroblasts from patients with pulmonary fibrosis tend to decrease, with the most significant decrease in SIRT7 expression. The gene discussed is SIRT7; the disease is pulmonary fibrosis.