To ascertain which cell types may be associated with expression and modulation of IRF1 expression in breast tumor, IRF1 expression was analyzed by single cell RNA sequencing in all cell types derived from HER2+ (ERBB2) tumor and non-malignant breast tissues from patients, used as control (Figure 3). The gene discussed is ERBB2; the disease is breast neoplasm.