FAP and neoplasm: Intriguingly, we observed that EMT-subtype tumor cells showed the most active interactions with FAP+ fibroblasts (203 receptor-ligand pairs), while Metab-subtype cells only had half the number of interaction pairs (Fig. 5G and H).