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Prostate cancer lineage plasticity is associated with changes in DNA methylation and enhancer of zeste homolog 2 (EZH2) activity. How these epigenetic programs functionally interact to modulate transcriptional reprogramming in neuroendocrine prostate cancer (NEPC) is not well understood. In this study, we demonstrate that hypomethylated regions of DNA preferentially accumulate the repressive mark, H3K27me3. We established an NEPC mouse model with deletion of Ezh2 in the background of Pten and Rb1 loss plus human MYCN overexpression. Deletion or pharmacological inhibition of EZH2 in NEPC murine or patient-derived models leads to a genome-wide rewiring of DNA methylation, characterized by hypomethylation and upregulation of neuroendocrine-lineage genes along with hypermethylation and repression of polycomb repressive complex 2 (PRC2) targets. On the other hand, deletion of DNA methyltransferase 1 (DNMT1) results in significant changes in H3K27me3 distribution, particularly affecting bivalent promoters bearing both H3K27me3 and active H3K4me3 marks. In NEPC models, neuroendocrine-lineage genes are repressed upon DNMT1 deletion associated with increased H3K27me3. Conversely, in prostate adenocarcinoma models, DNMT1 deletion leads to de-repression of neuroendocrine lineage genes with a loss of H3K27me3 marks. Our findings reveal a functional interplay between two repressive epigenetic machineries that mediates lineage plasticity in prostate cancer.