KDR and urinary bladder cancer: As the results derived from CellphoneDB were based on the expression levels of ligands and receptors in distinct cell types, this phenomenon could be attributed to the expression levels of FLT1 and KDR in the endothelial cells of bladder cancers (Fig. 1A.B).