Abstract BACKGROUND Pediatric gliomas are heterogeneous tumors encompassing high grade (pHGG) and low grade (pLGG) subtypes. For tumors not amenable to surgery, in particular high grade H3K27 mutant diffuse midline glioma (DMG), no curative options exist. DMG is characterized by 1) extensive heterogeneity of tumor cells that can exist in different interchangeable cellular states mimicking normal development and 2) extensive heterogeneity of the tumor microenvironment (TME). A better understanding of the DMG ecosystem is needed for therapeutic target identification. METHODS Publicly available single cell RNA seq data of DMG (n=17, Jessa et al. Nat. Genet. 2022), high grade pediatric glioblastoma (GBM, n=16, scPCA) and low grade tumors (ganglioglioma, n=5; pilocytic astrocytoma, n=14, scPCA) were analyzed to define key molecular characteristics and differences between these pediatric brain tumors. Doublet cells were removed from each dataset and tumor and TME cells were discriminated based on marker gene expression and inferred CNVs. RESULTS In DMG, glioma cellular states and TME heterogeneity differed depending on the tumor location. DMG arising in the pons harbored a bigger fraction of astrocyte-like glioma cells whereas oligodendrocyte-like cells were more abundant in thalamic tumors. In line with this observation, Liana cellular communication analysis inferred more intratumoral (autocrine) signaling involving oligodendrocyte-like glioma cells in thalamic tumors (e.g. NCAM1-PTPRZ1, NLGN4X-NRXN1, NTN1-DSCAM) than in pons tumors. Notably, the TME of thalamic tumors contained a bigger fraction of immunotolerant macrophages expressing CD163 or VSIG4. In contrast, pons tumors harbored a unique cluster of VEGFA expressing astrocytes, not found in GBM or pLGG. Liana analysis inferred COPA/APP-CD74 interaction between VEGFA+ astrocytes and CD163/VSIG4+ macrophages and microglia, potentially contributing to an immunotolerant TME in pons DMG. CONCLUSIONS In DMG, patterns of tumor and TME composition associated with tumor location were uncovered. Furthermore, unique TME celltypes could contribute to the particularly aggressive nature of these tumors.