Our results demonstrate that ATG7 expression in fibroblasts has a crucial role in modifying stromal–epithelial crosstalk and disrupting homeostasis in the TME and reveal that ATG7 in fibroblasts and SCARB1 in breast cancer cells may be new indicators for the diagnosis of breast cancer. Here, ATG7 is linked to breast carcinoma.