Scaltriti et al. [37] showed that amongst 34 patients with HER2-positive breast cancer, cyclin E amplification and over-expression was associated with poor clinical benefit to trastuzumab (33.3% compared with 87.5% in those without amplification) and lower progression-free survival (6 months versus 14 months). This evidence concerns the gene ERBB2 and breast cancer.