The present invention provides an extract for preventing or treating thrombotic disease, particularly, an extract of leech and/or earthworm with molecular weight of no more than 5800 Dalton, and processes for preparation, pharmaceutical combination and use thereof. The extract of the present invention has improved significantly safety without any reducing in pharmaceutical activities or the therapeutical effects as compared with existing products.