Identification of cell surface marker genes of each fibroblast subpopulation in human lungs. (A) Cell surface marker genes were identified in the integrated single-cell RNA-sequencing data of mesenchymal cells from IPF and healthy human lungs: CD82 for lipofibroblasts, BCAM (CD239) for myofibroblasts, CD55 for EBF1+ fibroblasts, PDGFRB (CD140B) for pericytes, and VCAM1 (CD106) for mesothelial cells. (B and C) Costaining of CD82 (lipofibroblast marker) and HTII-280 (human alveolar type II cell marker) (B) and α-SMA (α-smooth muscle actin) (myofibroblast marker) (C) on healthy and IPF lung sections. (D) Bright-field and fluorescence images of the CD82neg (nonlipofibroblasts) and CD82hi (lipofibroblasts) fibroblasts after visualization of the intracellular lipid droplets by Nile red staining. Higher magnifications of the boxed regions are shown (B–D). Scale bars, 50 μm (B and D).