The past decade has seen a rapid progress in identifying the complex tumor-immune interactions that occur in the tumor micro-environment (TME), on the basis of which response and prognostic biomarkers can be identified and novel immunotherapeutic anti-tumor strategies can be designed. Many of the recent breakthroughs in treatment of cancer are based on this increased understanding, with so-called checkpoint inhibition (i.e., removing the brake from immune cells) yielding long-term complete remissions in previously end-stage patients in many cancer types. Nevertheless, immunotherapy is not successful (yet) in all cancer types. For example, the five-year survival rate for one of the cancers studied in this thesis, epithelial ovarian cancer (E...