This is a 24-week, randomized, double-blind, placebo-controlled study of the effect of thalidomide and placebo on CSF (cerebral spinal fluid) and plasma biomarkers in patients with mild to moderate Alzheimer's disease. This study will evaluate the effects of 24 weeks of treatment with Thalidomide on plasma biomarkers.