Our results revealed phenotypic similarities based on the metabolic data that make it possible to distinguish between cell lines depending on the presence of alterations linked to BRCA1. We also provide evidence of common metabolic features that were identified despite the strong heterogeneity observed among the BC cell lines. The gene discussed is BRCA1; the disease is breast cancer.