This is a feasibility study to test the efficacy of diets of different amounts of protein and calories for patients with cancer. We hypothesize that nutritional deficits play a significant role in muscle loss and that nutritional therapy is an important first step in reversing or preventing muscle loss and maintaining/improving physical function, tolerance to treatment and quality of life.