CD8A and non-small cell lung carcinoma: The model showed strong statistical robustness with a high C-index.<h4>Discussion</h4>The combination of pleural PD-1<sup>+</sup>CD8<sup>+</sup> T cells with the LENT score offers a more accurate prognostic tool for survival prediction in NSCLC patients with MPE.