In summary, exercise training effectively enhances mitochondrial antioxidant capacity in T2DM patients, with the most consistent adaptations observed in mitochondrial proteins (SOD2, GPX1, PRDX5) across moderate-intensity and high-intensity modalities. The gene discussed is PRDX5; the disease is type 2 diabetes mellitus.