Macrophage-derived osteopontin (secreted phosphoprotein 1, SPP1) signaling to various cells exclusively in the younger cohort (Fig. 5b, Supplementary Fig. 8d) is consistent with promotion of breast cancer progression and chemoresistance48–51. This evidence concerns the gene SPP1 and breast carcinoma.