Several experts from COST Action STRATAGEM - “New diagnostic and therapeutic tools against multidrug resistant tumors”, joined efforts to write an up-to-date, focused and thought-provoking review on the multi-disciplinary and interdisciplinary features of multidrug resistant cancers. It is necessary to identify and understand the various molecular mechanisms behind clinical multidrug resistance, in order to develop new targeted therapeutic strategies to overcome cancer therapeutic failure.