Further CellChat analysis revealed that the interaction intensity of tumor cells with CD8 Tex cells and that of CD8 Tex cells with tumor cells was much greater in the LN-out group than in the LN-in group (Fig. 5F). This evidence concerns the gene CD8A and neoplasm.