The need to develop new metrics that account for spatial evolution that occurs across progression, but escapes detection in bulk analyses is underscored and the rationale for prioritizing migration-, cytoskeletal- and stress-associated programs for further investigation is provided.
Abstract
Isocitrate dehydrogenase (IDH)-mutant gliomas represent most lower-grade diffuse gliomas in young adults. Although IDH-mutant gliomas initially behave indolently relative to IDH-wildtype counterparts, they undergo inevitable malignant transformation. The mechanisms driving this progression remain poorly defined. We analyzed a unique longitudinal cohort of two patients with IDH-mutant diffuse gliomas, each with matched WHO grade 2, 3, and 4 tumours. Spatial transcriptomics (NanoString GeoMx and 10X Visium), combined with differential expression, spatially variable gene analysis, and gene ontology enrichment, were used to define transcriptional programs underlying progression. Unexpectedly, across both patients, higher-grade tumours demonstrated reduced proliferation at the infiltrative margin as measured by Ki67. Spatial transcriptomic analysis identified an enrichment of invasion-associated genes associated with increasing tumour grade. In an independent bulk RNA-seq cohort, expression of this spatially derived program did not outperform grade-only PFS or OS analysis. These observations underscore the need to develop new metrics that account for spatial evolution that occurs across progression, but escapes detection in bulk analyses and provide the rationale for prioritizing migration-, cytoskeletal- and stress-associated programs for further investigation. Importance of the Study Gliomas with IDH mutations exhibit a more favorable prognosis than IDH–wildtype gliomas but inevitably undergo further malignant transformation over time. Understanding the molecular trajectory of malignant transformation will be critical to determine the indications for IDH inhibitor therapy in patients with these tumours. Identifying actionable molecular programs will be key to generate precision therapeutic strategies for patients with IDH-mutant tumours.
Adult diffuse gliomas are composed of malignant cell states interwoven with the non-malignant brain microenvironment. Here, we combine spatial transcriptomics and spatial proteomics of isocitrate dehydrogenase (IDH)-mutant gliomas to define organizational principles across histological grades. In low-grade tumors, spat...
Rouven Hoefflin, Alissa Greenwald, Noam Galili Darnell et al.· Cancer Cell· 1 citation
A framework for understanding how early-established genomic backbones and regional transcriptional plasticity jointly drive phenotypic diversity is provided for understanding how genomic diversification intersects with transcriptional plasticity remains incompletely understood.
Serafiina Ohlsbom, S. Mäntylä, R. Nätkin et al.· bioRxiv· 0 citations
Isocitrate dehydrogenase (IDH) mutant gliomas often transform from low to high grade aggressive tumors. The genetic and molecular drivers of this Malignant Transformation (MT) are poorly understood, and predicting whether a patient will undergo MT is an unmet challenge of high clinical relevance. To stratify patients b...
Michal Polonsky, Jonathan J. Fox, Yunrui Lu et al.· bioRxiv· 0 citations
Functional experiments demonstrate that LMO7 silencing decreases clonogenicity and migratory capacity in vitro and suppresses primary tumor growth and metastatic dissemination in vivo, and illustrate how integrating functional, spatial and clinical data can uncover oncogene-driven effectors of metastasis.
Veronika Buršić, Heng Luo, C. Hénon et al.· bioRxiv· 0 citations
Simple Summary Gliomas are brain tumors that differ widely in how aggressively they behave and in how long patients survive. We asked whether reproducible patterns of gene activity could point to clinically important features of these tumors. By combining data from individual cells, whole-tumor samples, and intact tiss...
Kesavi HimaBindhu Vuyyuru, Vyshnavi Daggubati, A. P. Karlapudi et al.· Biology· 0 citations
Background IDH1 mutations in diffuse gliomas undergo epigenetic transformation and metabolic stress, through accumulation of 2-hydroxyglutarate. While these tumours generally exhibit a less aggressive phenotype, significant prognostic heterogeneity persists. The extent to which the One Carbon Metabolism (OCM) network i...
M. Bajaj, Roy Karnati· bioRxiv· 0 citations
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