Through systematic evaluation of ligand-receptor pairs, we identified key cytokine networks (MIF, ANXA1, PTN, CXCL12, NAMPT, MDK, and C3) driving CM development, with MIF and ANXA1 showing predominant involvement (Figures 5A, B). Here, PTN is linked to cutaneous mastocytosis.