In our analysis, the immature/transitional macrophage clusters also expressed higher levels of the monocyte chemoattractant, CCL-2 in IPF, potentially attracting more abnormal monocytes to the lungs. This evidence concerns the gene CCL2 and idiopathic pulmonary fibrosis.