Next, a survival analysis of the validated ligands revealed that the high expression ligand signals VEGFA, TIMP1, and SPP1 were significantly associated with a lower chance of survival in patients with lung adenocarcinoma (Figure 7C). This evidence concerns the gene SPP1 and lung adenocarcinoma.