In particular, a cluster of upregulated genes, including COL1A1, COL14A1, ASPN, CTHRC1 and MMP7, collectively fuels IPF progression by concurrently exacerbating ECM deposition and potentiating cellular senescence. Here, CTHRC1 is linked to idiopathic pulmonary fibrosis.