Next, employing curated annotations for ligand-receptor pairs, we identified the principal communication pathways, which were midkine (MK), macrophage migration inhibitory factor (MIF), and pleiotrophin (PTN), and defined the molecules mediating interactions of NB cells to the microenvironment (Fig. 3b, c, Supplementary Data 3). This evidence concerns the gene MDK and neuroblastoma.