To gain more insights on the heterogeneity in BC, CD4+ Tregs were isolated as CD25+ CD127− by manual gating of flow cytometry data from the three different tissue sites of the entire cohort (representative individuals are exemplified in Supplementary Fig. 4c), and further reclustered by PhenoGraph (Fig. 4a, b). Here, CD4 is linked to breast cancer.