We further assessed differences in AMs between patients with IPF and healthy individuals, which exhibited elevated expression of genes associated with the inflammatory response and macrophage polarization, including CCL2, CXCL3, CD36, and TLR2 (Supplementary Figure S2A). Here, CXCL3 is linked to idiopathic interstitial pneumonia.