Although our presented study is still exploratory with a relatively low sample size and large data variations, our present results suggest that the energy restricted physical condition of cancer patients may impair CD8+ T cell immune surveillance and the efficacy of immunotherapy. This evidence concerns the gene CD8A and cancer.