We then applied this classifier to identify tumors exhibiting the HR-deficient, BRCA1-like phenotype in two large-scale breast cancer cohorts: The Cancer Genome Atlas (TCGA) [2] and the Molecular Taxonomy of Breast Cancer International Consortium (METABRIC) cohorts [28, 29]. The gene discussed is BRCA1; the disease is breast cancer.