Abstract
Adult diffuse gliomas are comprised of malignant cell states interwoven with the non-malignant brain microenvironment. Here we combine spatial transcriptomics and spatial proteomics of IDH–mutant gliomas to define organizational principles across histological grades. In low-grade tumors, spatial organization arises from underlying nonmalignant brain structures. For example, we classify low-grade tumor regions as embedded into white matter and identify a sharp white–grey matter junction that restricts cortical invasion and is associated with marked changes in tumor composition and cellular phenotypes. This junction is preferentially traversed by oligodendrocyte progenitor (OPC)-like malignant cells, which may drive tumor expansion. In contrast, intermediate-grade tumors are largely disorganized, with few recurring pairwise interactions between cancer cell states and TME cell types. In high-grade tumors, hypoxia/necrosis-associated global structure begins to emerge, reminiscent of IDH-wildtype glioblastoma. Together, these findings reveal two independent axes of glioma spatial organization—from brain anatomy-driven organization in low-grade tumors to hypoxia-associated structure in high-grade tumors—and establishes a framework that links tumor grade to recurrent spatial associations between cell states and cell types.
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Abstract
Adult diffuse gliomas are comprised of malignant cell states interwoven with the non-malignant brain microenvironment. Here we combine spatial transcriptomics and spatial proteomics of IDH–mutant gliomas to define organizational principles across histological grades. In low-grade tumors, spatial organization arises from underlying nonmalignant brain structures. For example, we classify low-grade tumor regions as embedded into white matter and identify a sharp white–grey matter junction that restricts cortical invasion and is associated with marked changes in tumor composition and cellular phenotypes. This junction is preferentially traversed by oligodendrocyte progenitor (OPC)-like malignant cells, which may drive tumor expansion. In contrast, intermediate-grade tumors are largely disorganized, with few recurring pairwise interactions between cancer cell states and TME cell types. In high-grade tumors, hypoxia/necrosis-associated global structure begins to emerge, reminiscent of IDH-wildtype glioblastoma. Together, these findings reveal two independent axes of glioma spatial organization—from brain anatomy-driven organization in low-grade tumors to hypoxia-associated structure in high-grade tumors—and establishes a framework that links tumor grade to recurrent spatial associations between cell states and cell types.
Competing Interest Statement
I.T. is an advisory board member of Immunitas Therapeutics, an equity holder, scientific co-founder and advisor of Cellyrix Therapeutics, and an advisor of Compugen. M.L.S. is an equity holder, scientific co-founder and advisory board member of Immunitas Therapeutics. Abcam provided carrier-free antibodies for CODEX experiments (to R.H.).
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