Other simplifications include assuming the concentration of the PD-1/PD-L1 complex is time-independent, linearizing the model about the equilibrium point or assuming the tumor to be spherically symmetric [3, 13, 39, 44, 49]. Here, CD274 is linked to neoplasm.