In this study, we demonstrate that if T cells interact with NSCLC or their derived exosomes, even though the subsequent TCR stimulation is continuous and strong, their mTOR activity will still be significantly inhibited by AMPK hyperactivation, leading to mal-differentiation of CD4+ T cell lineages. Here, CD4 is linked to non-small cell lung carcinoma.