Together, these results demonstrate that GLP-1 exposure alters the spatial arrangement of cellular neighborhoods within the tumor microenvironment, repositioning GLP-1R+ cells into macrophage-dense and stromal-rich regions. Here, GCG is linked to neoplasm.