In the analysis of pathways based on L/R pairs between tumor cells and PCs, midkine (MK) and macrophage migration inhibitory factor (MIF) signaling were the most significantly enriched pathways (Additional file 1: Figure S8A and B). Here, MDK is linked to neoplasm.