2. the randomization versus no treatment which is the only way to be able to draw robust conclusions regarding the potential predictive and pharmacodynamic value of the biomarkers under evaluation. Single-arm phase II trials can only identify prognostic markers of activity, but not predictive biomarkers of activity.