In conclusion, our findings demonstrate a reproducible pipeline for the spatial profiling of breast tumors from H&E slides, and showed that the spatial interplay of fibroblasts and TILs potentially hold a decisive role in the ER+HER2− breast cancer-immune response. Here, ESR1 is linked to breast cancer.