Provided is a polypeptide having angiogenesis inhibiting activity. The polypeptide is derived from Placenta Growth Factor-1. Also provided are a derivative polypeptide of the polypeptide, a preparation method for polypeptide, and a pharmaceutical composition containing the polypeptide.