We discovered two fibroblast-inhibiting cytokines, CST3 and GDF15, from normal epithelial cells and demonstrated their therapeutic effects in a bleomycin-induced pulmonary fibrosis mouse model. Here, GDF15 is linked to pulmonary fibrosis.