DLK1 and neoplasm: Ligand-receptor analysis uncovered several significant interaction channels, including ligands that were distinctively upregulated in the tumor cells such as CD24, VEGFA, DLL3, and DLK1 (Figure 5I and Supplemental Figure 6E).