Mature tertiary lymphoid structures and spatially resolved immune topologies provide additive prognostic/predictive value and, in some settings, outperform PD-L1 scoring; digital pathology/AI models trained on routine H&E can perform comparably to or better than PD-L1 and improve stratification when combined, including in lung cancer (125–127). Here, CD274 is linked to lung carcinoma.