INHBA on SPP1+ macrophages is predicted to interact with ACVR1 on tumor cells, targeting downstream genes, including SERPINE1 and SMAD3, which positively regulate cyclin-dependent protein kinase activity (Supplementary Fig. 4n–s). Here, INHBA is linked to neoplasm.