Studies on predictors of treatment effect (4) aim to identify individuals’ factors that are associated with the effectiveness of a certain treatment, e.g. the presence of the oncogene HER2/neu is predictive of the effectivity of the monoclonal antibody trastuzumab for treating breast cancer [12]. Here, ERBB2 is linked to breast cancer.