Bifidobacterium-derived extracellular vesicles (Bif.bev) exploit the TLR4-NF-κB pathway to upregulate PD-L1 in NSCLC cells while paradoxically enhancing CD8+ T cell infiltration, suggesting context-dependent modulation of immune checkpoints (115). Here, CD8A is linked to non-small cell lung carcinoma.