(e) The heatmap shows changes of the indicated cell type signatures in published bulk RNA-seq data (GEO GSE124685) across different histopathological stages that represent increasing extent of fibrosis from stage 1-3, as determined by quantitative micro-CT imaging and tissue histology Samples used in this study were 10 IPF and 6 control patients. 