Abstract

Abstract Diffuse glioma exhibit an immunosuppressive microenvironment, yet glioma subsets driven by RAF-alterations exhibit an increased immune signature. In pleomorphic xanthoastrocytoma (PXA), we identified CXCL14 as an important factor promoting a cytotoxic T cell response. The molecular and spatial relationships within this tumor type, however, are unknown. To address this, we use single nucleus RNA sequencing (snRNAseq), spatial transcriptomics, and spatial molecular imaging to construct a high-resolution molecular landscape of PXA. SnRNAseq was performed on 36,781 cells from 10 tumors, including initial and recurrent pairs, spatial transcriptomes were performed on a total of 91 FOVs comprised of 17 PXAs, and spatial molecular imaging (SMI) of 1,000 RNA probes at subcellular resolution was performed on 48,518 cells from 6 tumors, including two PXA, two pilocytic astrocytoma, and two ganglioglioma. For snRNAseq, neoplastic cells were separated from non-malignant cells based on analysis of inferred copy number alterations. CellChat was used to infer cell-cell communication. For spatial transcriptomics, data from 200-300µm FOVs were normalized and divided into CD3-high versus CD3-low groups. For SMI, cells with fewer than 20 transcripts were eliminated, data were normalized using simple total counts, cells were segmented using the Nanostring pipeline, and semi-supervised clustering was performed. Dual CXCL14 RNAscope and Iba1/CD3 immunostaining confirmed spatial relationships within the tumor. In PXA with high-CD3, differential gene expression analysis demonstrated broad immune-enrichment and identified upregulation of several ligand-receptor pairs. Integrating these data with snRNAseq and cell-cell communication analysis inferred paracrine interactions between tumor cells and T cells. One such factor, CXCL14, was expressed widely by tumor cells but spatial analysis revealed cohesive clusters of CXCL14-high expressing tumor cells. In anaplastic (CNS WHO grade 3) tumors, however, both CXCL14 expression and microglia decreased. These high-resolution molecular analyses of PXA identify dynamic tumor-immune crosstalk regulating the immune microenvironment.

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