These results suggested that inhibition of proliferation capacity and the downregulation of a collagen deposition‐related gene in HLFs by suppressing CD26/DPP4 expression could be associated with the attenuation of pulmonary fibrosis in vivo. Here, DPP4 is linked to pulmonary fibrosis.