In summary, our genetic data analysis established a causal link between increased levels of the glutathione metabolic intermediate 5-oxoproline and a heightened risk of lung adenocarcinoma, with CD28–CD25++ CD8+ T cells playing a crucial mediating role. This evidence concerns the gene CD28 and lung adenocarcinoma.