CyTOF analysis showed that CD8+PD-1+ cells in tumor had decreased expression of ATP5a, cytochrome c, and GLUD1, suggesting that these T cells decreased utilization of the electron transport chain for energy production. This evidence concerns the gene GLUD1 and neoplasm.