Geographical variations in HER2 staining within the same tumor, characterized by distinct patterns such as “clustered,” “mosaic,” and “scattered,” can significantly influence the identification of HER2-low BC, particularly in cases classified as HER2 “equivocal” [46, 84]. The gene discussed is ERBB2; the disease is breast cancer.