We present an extended analytical model including the depletion effect and the dimension of ligand-receptor complex,aiming to elucidate their influences on endocytosis of spherocylindrical nanoparticles (NPs).It is found that the dimension of ligand-receptor complex (δ) and the depletion effect interrelatedly gove the optimal conditions of NP endocytosis.The endocytosis phase diagram constructed in the space of NP radius and relative aspect ratio indicates that the endocytosis of NP is enhanced evidently by reducing the optimal radius and the threshold radius of endocytosed NP.Meanwhile,through thermodynamic and kinetic analysis of the diffusion of receptors,the dependence of diffusion length on depletion effect and the dimension of ligand-receptor complex can be identified in great detail.For small aspect ratio,diffusion length decreases with increasing concentration c of small bioparticles in cellular environment.Endocytosis speed corresponding to large radius R and high concentration c of small bioparticles strongly depends on the increasing (2r-δ).These results may show some highlights into the conscious design of NPs for diagnostic agents and therapeutic drug delivery applications.