Considering the epithelial origin of HCC (96), our study highlighted the crucial role of the PI3K-Akt pathway in orchestrating the oncogenic interactions between glycosyltransferase-rich macrophages and epithelial cells. The gene discussed is AKT1; the disease is hepatocellular carcinoma.