Progeny pathway analysis revealed a notable downregulation of the MAPK signaling pathway in SPP1+ LAMs compared to other macrophage subsets in the context of murine ischemic reperfusion injury (Supplementary Figure 2A) and human heart failure (Supplementary Figure 2B). This evidence concerns the gene SPP1 and heart failure.