We found that fibroblast-insensitive and fibroblast-protected HER2+ breast cancer cells exhibited a similar range of AUC values under monoculture (fibroblast-insensitive: 2.94–3.84 vs. fibroblast-protected: 2.49–3.99). This evidence concerns the gene ERBB2 and breast cancer.