Nab-Paclitaxel and Bevacizumab in Treating Patients With Unresectable Stage IV Melanoma or Gynecological Cancers

This phase I trial studies the side effects and best dose of nab-paclitaxel and bevacizumab in treating patients with stage IV melanoma that cannot be removed by surgery (unresectable), cancer of the cervix, endometrium, ovary, fallopian tube or peritoneal cavity. Drugs used in chemotherapy, such as nab-paclitaxel, work in different ways to stop the growth of tumor cells, either by killing the cells, by stopping them from dividing, or by stopping them from spreading. Bevacizumab may stop or slow tumor growth by blocking the growth of new blood vessels necessary for tumor growth. Giving nab paclitaxel and bevacizumab may kill more tumor cells than nab-paclitaxel alone.