Due to the complex contribution of cancer and host factors, combination therapy including GDF15 blockade along with chemotherapy/immunotherapy will likely be needed to reverse cachexia metabolic signature, which in turn will improve the lives of persons living with cancer. The gene discussed is GDF15; the disease is cancer.