Anetumab ravtansine is developed for the treatment of patients with recurrent platinum-resistant ovarian cancer. The purpose of the proposed trial is to identify the maximum tolerated dose of anetumab ravtansine that could be safely combined with pegylated liposomal doxorubicin in this indication.