The invention relates to a 1-substituted benzylidene-2-naphthalenone derivative, a preparation method thereof and use thereof, and particularly discloses a derivative shown in the formula (I) or pharmaceutical acceptable salt thereof. The preparation method is as follows: reflux of dimethoxy naphthalene and metallic sodium is conducted in ethanol, and 3, 4-dihydro-2-naphthalenone is generated after the dimethoxy naphthalene and the metallic sodium are acidized; the 3, 4-dihydro-2-naphthalenone is dissolved in dichloromethane and catalyzed by acetic acid piperidine, and then is stirred and reacts at room temperature, and 1-benzylidene-3, 4-dihydro-2-naphthalenone is generated; and the 1-benzylidene-3, 4-dihydro-2-naphthalenone is dissolved in 10% of dichloromethane methanol solution, sodium borohydride is added, and then the 1-substituted benzylidene-2-naphthalenone derivative can be obtained by reduction. The 1-substituted benzylidene-2-naphthalenone derivative has the good effect of treating leukemia, further has the effect of inhibiting microtubulin, and can be used for treating various cancers responding to cell toxicity and cell viability, such as breast cancer or colon cancer, and for treating disease cancer related to abnormal angiogenesis.