CD8A and neoplasm: • Tumor cells exhibit enhanced aerobic glycolysis (Warburg effect) leading to high lactate accumulation and acidification of TME.• Glycolytic competition restricts glucose availability for CD8+ T cells, contributing to functional exhaustion.