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12 reviewsSUMMARYHow tumor microenvironment shapes lung adenocarcinoma (LUAD) precancer evolution remains poorly understood. Spatial immune profiling of 114 human LUAD and LUAD precursors reveals a progressive increaseof adaptive response and a relative decrease of innate immune response as LUAD precursors progress. Theimmune evasion features align the immune response patterns at various stages. TIM-3-high features are enriched in LUAD precancers, which decrease in later stages. Furthermore, single-cell RNA sequencing(scRNA-seq) and spatial immune and transcriptomics profiling of LUAD and LUAD precursor specimensfrom 5 mouse models validate high TIM-3 features in LUAD precancers. In vivo TIM-3 blockade at precancerstage, but not at advanced cancer stage, decreases tumor burden. Anti-TIM-3 treatment is associated withenhanced antigen presentation, T cell activation, and increased M1/M2 macrophage ratio. These resultshighlight the coordination of innate and adaptive immune response/evasion during LUAD precancer evolution and suggest TIM-3 as a potential target for LUAD precancer interception.