This is an exploratory phase 2, randomized placebo-controlled trial with stratification for disease and chemotherapy type. If there is any evidence of improved time to progression in any tumor type with any of the drugs to be evaluated, the initial study or component(s) of the study will be expanded to increase the certainty that this is an effect of perifosine. If there is compelling evidence of benefit from this study, a phase 3 trial will be conducted to obtain proof of principle.