In human heart failure (Hoeft et al., 2023), single-cell transcriptomic profiling revealed a marked expansion of SPP1+ macrophages, co-expressing markers such as FN1 and TREM2, and occupying fibrotic niches where they orchestrate ECM remodeling through CXCL4 signaling. Here, SPP1 is linked to heart failure.