In summary, our study suggested that decreased RTN3 can aggravate age or bleomycin induced pulmonary fibrosis by increasing the collagen deposition, partly through reducing the antifibrotic ER-anchored CRTH2 and promoting CRTH2 regulated profibrotic macrophage differentiation. Here, PTGDR2 is linked to pulmonary fibrosis.