Tumor necrosis factor (TNF)-α induces PD-L1 expression in dendritic cells, monocytes, endothelial cells, myelodysplastic syndrome blast cells, RCC cells, prostate cells, breast cancer cells, and colon cancer cells. This evidence concerns the gene TNF and myelodysplastic syndrome.