In this study, we examined the effect of human NSCLC cells in instructing metabolic adaption and differentiation of CD4+ T cells with NSCLC cell lines plus patient-derived primary cells and identified a critical role of ectonucleotidase CD39, a key enzyme for the well-acknowledged ATP-adenosine pathway. Here, CD4 is linked to non-small cell lung carcinoma.