As histone modification enzymes, EZH2 mediates H3K27 trimethylation (H3K27me3), whereas LSD1 removes methyl groups from H3K4me1/2 and H3K9me1/2. Synergistic anticancer effects of combining inhibitors of these two enzymes are observed in leukemia and prostate cancer. Thus, a series of EZH2/LSD1 dual inhibitors are designed and synthesized to evaluate their anticancer activity. After the structure-activity study, one of the best compounds, ML234, displayed excellent antiproliferative capacity against prostate cancer cell lines LNCAP, PC3, and 22RV1. Enzymatic assays ascertained that the anticancer potency of ML234 was mediated through coinhibition of EZH2 and LSD1. Moreover, the accumulation of H3K4me2 and H3K9me2 and the decrease of H3K27me3 induced by ML234 were verified by Western blot analysis. More importantly, the compound remarkably suppressed the tumor growth and enhanced the therapeutic efficacy of clinical drug enzalutamide in the 22RV1 xenograft mouse model, indicating that it may have potential as an anticancer agent in prostate cancer.