This is an exploratory phase 2, randomized placebo-controlled trial with stratification for disease and chemotherapy type. The study is subsequently closed to enrollment in all arms except patients with metastatic colorectal cancer which would be randomized to either capecitabine plus perifosine or capecitabine alone.