Herein, we determined the density and spatial localization of CD103+CD8+ TRM subsets with different immune checkpoint coexpression patterns through mIF in a cohort of patients with operable NSCLC, and revealed their significant heterogeneity. Here, ITGAE is linked to non-small cell lung carcinoma.