Notably, following an interrogation of scRNA-Seq data sets from IPF lungs, we discovered that both PIM1 and NFATc1 expression was highly enriched in the CTHRC1+ fibroblast population in IPF lungs but not in normal control lungs. This evidence concerns the gene PIM1 and idiopathic pulmonary fibrosis.