In this liposome nanoplatform, TPP‐LND therein more effectively activated AMPK by inhibiting OXPHOS compared with LND (2 vs 300 μm), which then enhanced the immune activity of T cells by the down‐regulation of PD‐L1 and reversed the hypoxia of lung cancer tissue at the same time. Here, CD274 is linked to lung carcinoma.