Interestingly, ligands encoding collagens I and III (e.g., COL1A1-DDR1, COL2A1-ITGA1, and COL3A1-ITGA2), which act as ligands, were found highly expressed in LUAD tumor cells. Here, COL2A1 is linked to neoplasm.