In addition, compared with CTNND1- tumor cells, CTNND1+ tumor cells showed the highest cell-cell communication strength with stromal cells (fibroblasts and endothelial cells) (Figure 4B-4C), and presented significantly more specific interactions with stromal cells (Supplementary Figure 2A-2B). Here, CTNND1 is linked to neoplasm.