This is an investigational study. Lenalidomide is FDA approved and commercially available for the treatment of specific types of myelodysplastic syndrome (MDS). It is also approved in combination with dexamethasone for previously treated multiple myeloma. Its use in this study is investigational and authorized for use in research only. Up to 46 patients will take part in this study. All will be enrolled at M. D. Anderson.