This pilot clinical trial studies how well aerobic exercise works in improving quality of life and health-related outcomes in patients with stage IV colorectal cancer undergoing chemotherapy. Aerobic exercise during chemotherapy may improve quality of life and reduce fatigue and inflammation in the blood related to heart disease and diabetes in patients with stage IV colorectal cancer.