SPP1 and pulmonary fibrosis: Single-cell analysis verified that monocyte-derived interstitial macrophages (Mo-IMs) exhibit a pro-fibrotic phenotype in the initial stages of pulmonary fibrosis and engage with fibroblasts via the SPP1 signaling pathway, facilitating EMT and ECM deposition, thereby advancing disease progression (53).