In IPF single-cell level (Figure S4, http://www.ipfcellatlas.com/), COL1A1, COL3A1 and POSTN were higher in the fibroblasts of IPF tissue compared with the normal tissue (Figure S4). The gene discussed is COL3A1; the disease is idiopathic pulmonary fibrosis.