Skip to main content
Journal cover image

Decoupling genetics, lineages, and microenvironment in IDH-mutant gliomas by single-cell RNA-seq.

Publication ,  Journal Article
Venteicher, AS; Tirosh, I; Hebert, C; Yizhak, K; Neftel, C; Filbin, MG; Hovestadt, V; Escalante, LE; Shaw, ML; Rodman, C; Gillespie, SM ...
Published in: Science
March 31, 2017

Tumor subclasses differ according to the genotypes and phenotypes of malignant cells as well as the composition of the tumor microenvironment (TME). We dissected these influences in isocitrate dehydrogenase (IDH)-mutant gliomas by combining 14,226 single-cell RNA sequencing (RNA-seq) profiles from 16 patient samples with bulk RNA-seq profiles from 165 patient samples. Differences in bulk profiles between IDH-mutant astrocytoma and oligodendroglioma can be primarily explained by distinct TME and signature genetic events, whereas both tumor types share similar developmental hierarchies and lineages of glial differentiation. As tumor grade increases, we find enhanced proliferation of malignant cells, larger pools of undifferentiated glioma cells, and an increase in macrophage over microglia expression programs in TME. Our work provides a unifying model for IDH-mutant gliomas and a general framework for dissecting the differences among human tumor subclasses.

Duke Scholars

Published In

Science

DOI

EISSN

1095-9203

Publication Date

March 31, 2017

Volume

355

Issue

6332

Location

United States

Related Subject Headings

  • Tumor Microenvironment
  • Single-Cell Analysis
  • Sequence Analysis, RNA
  • Principal Component Analysis
  • Neoplastic Stem Cells
  • Neoplasm Grading
  • Microglia
  • Macrophages
  • Isocitrate Dehydrogenase
  • Humans
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Venteicher, A. S., Tirosh, I., Hebert, C., Yizhak, K., Neftel, C., Filbin, M. G., … Suvà, M. L. (2017). Decoupling genetics, lineages, and microenvironment in IDH-mutant gliomas by single-cell RNA-seq. Science, 355(6332). https://doi.org/10.1126/science.aai8478
Venteicher, Andrew S., Itay Tirosh, Christine Hebert, Keren Yizhak, Cyril Neftel, Mariella G. Filbin, Volker Hovestadt, et al. “Decoupling genetics, lineages, and microenvironment in IDH-mutant gliomas by single-cell RNA-seq.Science 355, no. 6332 (March 31, 2017). https://doi.org/10.1126/science.aai8478.
Venteicher AS, Tirosh I, Hebert C, Yizhak K, Neftel C, Filbin MG, et al. Decoupling genetics, lineages, and microenvironment in IDH-mutant gliomas by single-cell RNA-seq. Science. 2017 Mar 31;355(6332).
Venteicher, Andrew S., et al. “Decoupling genetics, lineages, and microenvironment in IDH-mutant gliomas by single-cell RNA-seq.Science, vol. 355, no. 6332, Mar. 2017. Pubmed, doi:10.1126/science.aai8478.
Venteicher AS, Tirosh I, Hebert C, Yizhak K, Neftel C, Filbin MG, Hovestadt V, Escalante LE, Shaw ML, Rodman C, Gillespie SM, Dionne D, Luo CC, Ravichandran H, Mylvaganam R, Mount C, Onozato ML, Nahed BV, Wakimoto H, Curry WT, Iafrate AJ, Rivera MN, Frosch MP, Golub TR, Brastianos PK, Getz G, Patel AP, Monje M, Cahill DP, Rozenblatt-Rosen O, Louis DN, Bernstein BE, Regev A, Suvà ML. Decoupling genetics, lineages, and microenvironment in IDH-mutant gliomas by single-cell RNA-seq. Science. 2017 Mar 31;355(6332).
Journal cover image

Published In

Science

DOI

EISSN

1095-9203

Publication Date

March 31, 2017

Volume

355

Issue

6332

Location

United States

Related Subject Headings

  • Tumor Microenvironment
  • Single-Cell Analysis
  • Sequence Analysis, RNA
  • Principal Component Analysis
  • Neoplastic Stem Cells
  • Neoplasm Grading
  • Microglia
  • Macrophages
  • Isocitrate Dehydrogenase
  • Humans