AKT1 and neoplasm: KEGG pathway analysis of DEGs revealed a significant enrichment of the PI3K-AKT signaling pathway (Figs. 4A, and S7A, B), a pathway known for its critical role in regulating macrophage polarization and shaping the tumor immune microenvironment [25].