Among the four clusters that comprised tumor cells with only tumor-tumor connections, TUM2 and TUM11 cells were enriched in HER2+ breast cancers; TUM3 cells were enriched in HR+HER2- breast cancers; TUM4 cells showed a tendency of enrichment in TNBCs (Supplementary Fig. S6a, b). Here, ERBB2 is linked to breast carcinoma.