We identified three profibrotic macrophage clusters that expressed similar profibrotic related gene signatures, including SPP1, FN1, CHI3L1, MMP9, MMP7, and CCL2. High expression of CD14 in these populations supports the theory that they originated from monocytes during IPF progression (58). This evidence concerns the gene CCL2 and idiopathic pulmonary fibrosis.