Notably, SPP1+ macrophages interacted with FAP-positive CAFs, contributing to the establishment of a hypoxic tumor microenvironment, which is known to promote tumor progression and resistance to therapy (Su et al., 2024). Here, SPP1 is linked to neoplasm.