This study is a phase II clinical and pharmacokinetic trial of PM00104 (Zalypsis®) in patients with advanced and/or metastatic endometrial or cervical cancer previously treated with one line of systemic chemotherapy to evaluate the antitumor activity and to determine the safety profile, the pharmacokinetic profile and the pharmacogenomic profile.