The invention relates to a bioengineering technology, in particular to a small-caliber biotic artificial blood vessel with anti-thrombus formation and anti-intimal hyperplasia functions. Firstly, the key technology of accellular materials and natural polymer composition is used, and through multiple modes, neurotrophic factors are effectively coupled as functional modules to perform modification on blood vessel supports. Furthermore, through the strategy of constructing in body, the small-caliber engineering blood vessel modified by the neurotrophic factors is transplanted in body, the scour and the pressure of hemodynamics are overcome in body, endothelial progenitor cells in circulation are captured initiatively, the endothelial progenitor cells are further induced to differentiate into endothelial cells in situ, and the progress and the quality of endothelialization of blood vessel graft are speeded. Meanwhile, the generation of blood capillaries is promoted and nurtured, the blood vessel implants are promoted to remodel in body, therefore, the effects of anti-thrombus formation and anti-intimal hyperplasia can be effectively achieved, and the patency rate after the small-caliber biotic artificial blood vessel is transplanted is increased. Active small-caliber tissue engineering blood vessels used for coronary arterie bypass grafting, hematodialysis and cerebrovascular replacement in clinic are built.