Abstract BACKGROUND Diffuse Intrinsic Pontine Glioma (DIPG) is a universally fatal pediatric brain cancer characterized by the histone H3 K27M mutation. The known downstream consequences of this mutation include loss of repressive chromatin marks, global DNA hypomethylation, and altered gene expression. METHODS We sought to investigate the role of epigenetic variability as a basis of DIPG cellular heterogeneity and plasticity by using Whole Genome Bisulfite Sequencing (WGBS). Existing methods of analysis of WGBS are limited in that they average/smooth methylation data and fail to capture intrinsic variability. We performed (WGBS) on 23 primary patient samples of DIPG and applied an analysis that captures the variability of DNA methylation reads to characterize methylation stochasticity. We then sought to modulate the epigenome pharmacologically using a DNA methyltransferase inhibitor and assessed changes through RNA-Seq and immunopeptidomics. RESULTS We find that DIPG has a marked increase in methylation stochasticity (quantified as methylation entropy). Additionally, while DIPG is globally hypomethylated, it retains DNA methylation at specific regulatory regions, such as bivalent promoters, and key genes, such as FOXG1, CXCR4, and KLF4. We sought to reverse these changes using the DNA methyltransferase inhibitor, decitabine, in 4 DIPG neurosphere cell lines. Treatment with decitabine reversed the entropy seen in DIPG and induced innate immune signaling and interferon signaling in DIPG cells. Using RNA-seq, we found that decitabine treatment dramatically alters gene expression, including activation of endogenous retroviral elements, activation of interferon signaling, de-repression of hypermethylated targets, and expression of putative neoantigens, such as PRAME and DAZL. Immunopeptidomics profiling of MHC Class I bound canonical and non-canonical peptides of DIPG cell lines after decitabine treatment also revealed decitabine-induced differences. CONCLUSIONS Taken together, our study finds that the methylome of DIPG is highly disordered but is also highly responsive to pharmacologic modulation by hypomethylating agents. Furthermore, hypomethylating drugs can increase the immunogenicity of DIPG, thus offering the potential for future combination with immunotherapy.