Our research further reveals that upregulation of POPDC3 is associated with increased CD4+ T cell infiltration and elevated PD-1 expression in NSCLC tissues, suggesting a possible interplay between tumor malignancy and the immune response. This evidence concerns the gene CD4 and non-small cell lung carcinoma.