Here, we review the current knowledge of the shared and distinct effects of age, obesity, and various forms of dietary restriction on anti-tumor T cell responses with an emphasis on the metabolic pathways involved and the CD8+ T cell compartment. This evidence concerns the gene CD8A and obesity due to melanocortin 4 receptor deficiency.