This invention discloses a viral vector targeting KIF4A to inhibit angiogenesis, its preparation method, and its applications. The viral vector contains three shRNA gene fragments targeting the KIF4 protein-coding region, as shown in SEQ ID NO.1-SEQ ID NO.3. Using a lentiviral packaging system, a stable KIF4A knockdown cell line can be constructed, effectively inhibiting endothelial cell proliferation and angiogenesis, and also inhibiting the paracrine promotion of angiogenesis by glioma cells, providing a new strategy for selecting targets for anti-angiogenic tumor therapy.