Loss of Id1 expression might have a negative effect in neovascularization and restore leukocyte adhesion of immune cells trafficking into the tumor microenvironment that is defective in neovessels and thereby enhance the effect of PD-1/PD-L1 axis blockade [46]. The gene discussed is ID1; the disease is neoplasm.