Thus, trastuzumab-refractory breast cancer tissue or patient serum should be examined for possible predictors of response to IGF-IR therapy, such as increased IGF-I levels, reduced IGFBP3 levels, or increased expression or phosphorylation of IGF-IR. Here, IGF1 is linked to breast cancer.