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The multilayered transcriptional architecture of glioblastoma ecosystems.

Publication ,  Journal Article
Nomura, M; Spitzer, A; Johnson, KC; Garofano, L; Nehar-Belaid, D; Galili Darnell, N; Greenwald, AC; Bussema, L; Oh, YT; Varn, FS; D'Angelo, F ...
Published in: Nat Genet
May 2025

In isocitrate dehydrogenase wildtype glioblastoma (GBM), cellular heterogeneity across and within tumors may drive therapeutic resistance. Here we analyzed 121 primary and recurrent GBM samples from 59 patients using single-nucleus RNA sequencing and bulk tumor DNA sequencing to characterize GBM transcriptional heterogeneity. First, GBMs can be classified by their broad cellular composition, encompassing malignant and nonmalignant cell types. Second, in each cell type we describe the diversity of cellular states and their pathway activation, particularly an expanded set of malignant cell states, including glial progenitor cell-like, neuronal-like and cilia-like. Third, the remaining variation between GBMs highlights three baseline gene expression programs. These three layers of heterogeneity are interrelated and partially associated with specific genetic aberrations, thereby defining three stereotypic GBM ecosystems. This work provides an unparalleled view of the multilayered transcriptional architecture of GBM. How this architecture evolves during disease progression is addressed in the companion manuscript by Spitzer et al.

Duke Scholars

Published In

Nat Genet

DOI

EISSN

1546-1718

Publication Date

May 2025

Volume

57

Issue

5

Start / End Page

1155 / 1167

Location

United States

Related Subject Headings

  • Transcriptome
  • Transcription, Genetic
  • Isocitrate Dehydrogenase
  • Humans
  • Glioblastoma
  • Gene Expression Regulation, Neoplastic
  • Gene Expression Profiling
  • Developmental Biology
  • Brain Neoplasms
  • 3105 Genetics
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Nomura, M., Spitzer, A., Johnson, K. C., Garofano, L., Nehar-Belaid, D., Galili Darnell, N., … Tirosh, I. (2025). The multilayered transcriptional architecture of glioblastoma ecosystems. Nat Genet, 57(5), 1155–1167. https://doi.org/10.1038/s41588-025-02167-5
Nomura, Masashi, Avishay Spitzer, Kevin C. Johnson, Luciano Garofano, Djamel Nehar-Belaid, Noam Galili Darnell, Alissa C. Greenwald, et al. “The multilayered transcriptional architecture of glioblastoma ecosystems.Nat Genet 57, no. 5 (May 2025): 1155–67. https://doi.org/10.1038/s41588-025-02167-5.
Nomura M, Spitzer A, Johnson KC, Garofano L, Nehar-Belaid D, Galili Darnell N, et al. The multilayered transcriptional architecture of glioblastoma ecosystems. Nat Genet. 2025 May;57(5):1155–67.
Nomura, Masashi, et al. “The multilayered transcriptional architecture of glioblastoma ecosystems.Nat Genet, vol. 57, no. 5, May 2025, pp. 1155–67. Pubmed, doi:10.1038/s41588-025-02167-5.
Nomura M, Spitzer A, Johnson KC, Garofano L, Nehar-Belaid D, Galili Darnell N, Greenwald AC, Bussema L, Oh YT, Varn FS, D’Angelo F, Gritsch S, Anderson KJ, Migliozzi S, Gonzalez Castro LN, ChowdhFury T, Robine N, Reeves C, Park JB, Lipsa A, Hertel F, Golebiewska A, Niclou SP, Nusrat L, Kellet S, Das S, Moon HE, Paek SH, Bielle F, Laurenge A, Di Stefano AL, Mathon B, Picca A, Sanson M, Tanaka S, Saito N, Ashley DM, Keir ST, Ligon KL, Huse JT, Yung WKA, Lasorella A, Verhaak RGW, Iavarone A, Suvà ML, Tirosh I. The multilayered transcriptional architecture of glioblastoma ecosystems. Nat Genet. 2025 May;57(5):1155–1167.

Published In

Nat Genet

DOI

EISSN

1546-1718

Publication Date

May 2025

Volume

57

Issue

5

Start / End Page

1155 / 1167

Location

United States

Related Subject Headings

  • Transcriptome
  • Transcription, Genetic
  • Isocitrate Dehydrogenase
  • Humans
  • Glioblastoma
  • Gene Expression Regulation, Neoplastic
  • Gene Expression Profiling
  • Developmental Biology
  • Brain Neoplasms
  • 3105 Genetics