Dedifferentiation from lepidic to micropapillary subtypes is linked to KRT17 overexpression and macrophage spatial heterogeneity, while PD-L1+ tumor endothelial cells in early-stage LUAD suppress immune reactive CD8+ T cell responses. The gene discussed is CD8A; the disease is neoplasm.