These results showed that Smad3 interacts with β‐catenin to regulate the expression of downstream genes involved in lung fibrosis, and FoxM1 could bind with the promoter of β‐catenin to modulate fibrosis‐related gene expression in mouse lung pericytes. The gene discussed is FOXM1; the disease is pulmonary fibrosis.