Of particular significance is the spatially correlated distribution between GPNMB positive TAMs and T cell suppression phenotypes, indicating a potential positive feedback loop in tumor immune escape: GPNMB-inhibited T cells fail to effectively eliminate tumor cells, while persistently recruited and polarized GPNMB positive TAMs further exacerbate immunosuppression. Here, GPNMB is linked to neoplasm.