Abstract 6938: Identification of distinct tumor-TME ecomodules in glioma from neurofibromatosis type 1
Authors: Luciano Garofano, Fulvio D'Angelo, Michael Oh, Michele Ceccarelli, Franck Bielle, Marc Sanson, Anna Lasorella, Antonio Iavarone
Journal: Cancer Research (2024)

Abstract Neurofibromatosis type 1 (NF-1) is the most common cancer predisposition syndrome in which 15-20% of affected individuals develop glioma. Large scale DNA and RNA bulk profiling showed the molecular complexity of NF-1 glioma with the tumor cellular ecosystem constituted by multiple malignant phenotypes and heterogenous immune microenvironment. However, the composition and function of infiltrating cells was hidden in the bulk tumor, and the extended granularity of NF-1 glioma tumor microenvironment (TME) remained still unexplored. Here, we collected glioma samples from 46 NF-1 patients including 22 high-grade (HGG) and 24 low-grade (LGG) tumors, and we analyzed their gene expression by single nuclei RNA sequencing. A total of 239,044 single cells were classified into tumor and non-tumor components by integrating multiple computational approaches (including genomic copy number inference, gene signature enrichment, and clustering). We defined the pattern of intra-tumor heterogeneity of NF-1 glioma cells using non-negative matrix factorization and derived 7 malignant meta-programs (MPs) that we respectively defined as Neuronal-like, EMT, Astrocyte-like, Dividing Radial Glia-like, Ependymal-like, Immune, and Glycolytic/Hypoxic-like. These MPs recapitulated normal brain cell subtypes, thereby reflecting broad cell plasticity. The non-tumor cell compartment (121,364 cells, 51%) was dissected for the characterization of the cell types that populate the TME of NF-1 glioma. We identified different subpopulations exhibiting specific immune functions within myeloid and lymphoid components. Different glioma ecomodules were highlighted by comparing the relative composition of the TME across the tumors. Recruitment and activation of cytotoxic CD8+ T cells and natural killers by an active crosstalk with dendritic and pro-inflammatory myeloid cells defined an immune-supportive phenotype that could mediate a potential anti-tumor response in low-grade NF-1 glioma (LGG immune high). Conversely, regulatory T cell infiltration and effector T cell exhaustion induced immune suppression in a low-grade glioma immune dysfunctional ecomodule. The absence of lymphocytes characterized a large set of cold tumors, mostly including high-grade glioma. Together, the complex interplay of tumor cell states with different TME compartments elucidated the existence of separate ecomodules in NF-1 glioma, with the LGG immune high TME associated with Neuronal-like and the LGG immune dysfunctional with Ependymal-like tumor cells. The Ependymal-like state also exhibits maximal association with brain-specific normal cells, including oligodendrocytes, neurons and astrocytes, whereas the HGG are enriched with Dividing Radial Glia- and Glycolytic/Hypoxic-like tumor cell states. The elucidation of different ecomodules provides novel insights for the application of targeted therapies in NF-1 glioma patients. Citation Format: Luciano Garofano, Fulvio D'Angelo, Michael Oh, Michele Ceccarelli, Franck Bielle, Marc Sanson, Anna Lasorella, Antonio Iavarone. Identification of distinct tumor-TME ecomodules in glioma from neurofibromatosis type 1 [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2024; Part 1 (Regular Abstracts); 2024 Apr 5-10; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2024;84(6_Suppl):Abstract nr 6938.