In addition, a recent study demonstrates that activated macrophage-derived TNF-α can upregulate PD-L1 expression in pancreatic cancer cells, which leads to poor prognosis (Tsukamoto et al., 2019). This evidence concerns the gene TNF and pancreatic neoplasm.