Pathway analysis for downstream target genes regulated by receptor ligands shows a high probability that the target genes belonged to the TNF signaling pathway, Th17 cell differentiation, T cell receptor signaling pathways, extracellular matrix pathways, PD-L1 expression and PD-1 checkpoint pathway in cancer, and the chemokine signaling pathway (Figure 4A). Here, TNF is linked to cancer.