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Single-cell RNA-seq supports a developmental hierarchy in human oligodendroglioma.

Publication ,  Journal Article
Tirosh, I; Venteicher, AS; Hebert, C; Escalante, LE; Patel, AP; Yizhak, K; Fisher, JM; Rodman, C; Mount, C; Filbin, MG; Neftel, C; Desai, N ...
Published in: Nature
November 10, 2016

Although human tumours are shaped by the genetic evolution of cancer cells, evidence also suggests that they display hierarchies related to developmental pathways and epigenetic programs in which cancer stem cells (CSCs) can drive tumour growth and give rise to differentiated progeny. Yet, unbiased evidence for CSCs in solid human malignancies remains elusive. Here we profile 4,347 single cells from six IDH1 or IDH2 mutant human oligodendrogliomas by RNA sequencing (RNA-seq) and reconstruct their developmental programs from genome-wide expression signatures. We infer that most cancer cells are differentiated along two specialized glial programs, whereas a rare subpopulation of cells is undifferentiated and associated with a neural stem cell expression program. Cells with expression signatures for proliferation are highly enriched in this rare subpopulation, consistent with a model in which CSCs are primarily responsible for fuelling the growth of oligodendroglioma in humans. Analysis of copy number variation (CNV) shows that distinct CNV sub-clones within tumours display similar cellular hierarchies, suggesting that the architecture of oligodendroglioma is primarily dictated by developmental programs. Subclonal point mutation analysis supports a similar model, although a full phylogenetic tree would be required to definitively determine the effect of genetic evolution on the inferred hierarchies. Our single-cell analyses provide insight into the cellular architecture of oligodendrogliomas at single-cell resolution and support the cancer stem cell model, with substantial implications for disease management.

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Published In

Nature

DOI

EISSN

1476-4687

Publication Date

November 10, 2016

Volume

539

Issue

7628

Start / End Page

309 / 313

Location

England

Related Subject Headings

  • Single-Cell Analysis
  • Sequence Analysis, RNA
  • Point Mutation
  • Phylogeny
  • Oligodendroglioma
  • Neuroglia
  • Neural Stem Cells
  • Neoplastic Stem Cells
  • Isocitrate Dehydrogenase
  • Humans
 

Citation

APA
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Tirosh, I., Venteicher, A. S., Hebert, C., Escalante, L. E., Patel, A. P., Yizhak, K., … Suvà, M. L. (2016). Single-cell RNA-seq supports a developmental hierarchy in human oligodendroglioma. Nature, 539(7628), 309–313. https://doi.org/10.1038/nature20123
Tirosh, Itay, Andrew S. Venteicher, Christine Hebert, Leah E. Escalante, Anoop P. Patel, Keren Yizhak, Jonathan M. Fisher, et al. “Single-cell RNA-seq supports a developmental hierarchy in human oligodendroglioma.Nature 539, no. 7628 (November 10, 2016): 309–13. https://doi.org/10.1038/nature20123.
Tirosh I, Venteicher AS, Hebert C, Escalante LE, Patel AP, Yizhak K, et al. Single-cell RNA-seq supports a developmental hierarchy in human oligodendroglioma. Nature. 2016 Nov 10;539(7628):309–13.
Tirosh, Itay, et al. “Single-cell RNA-seq supports a developmental hierarchy in human oligodendroglioma.Nature, vol. 539, no. 7628, Nov. 2016, pp. 309–13. Pubmed, doi:10.1038/nature20123.
Tirosh I, Venteicher AS, Hebert C, Escalante LE, Patel AP, Yizhak K, Fisher JM, Rodman C, Mount C, Filbin MG, Neftel C, Desai N, Nyman J, Izar B, Luo CC, Francis JM, Patel AA, Onozato ML, Riggi N, Livak KJ, Gennert D, Satija R, Nahed BV, Curry WT, Martuza RL, Mylvaganam R, Iafrate AJ, Frosch MP, Golub TR, Rivera MN, Getz G, Rozenblatt-Rosen O, Cahill DP, Monje M, Bernstein BE, Louis DN, Regev A, Suvà ML. Single-cell RNA-seq supports a developmental hierarchy in human oligodendroglioma. Nature. 2016 Nov 10;539(7628):309–313.
Journal cover image

Published In

Nature

DOI

EISSN

1476-4687

Publication Date

November 10, 2016

Volume

539

Issue

7628

Start / End Page

309 / 313

Location

England

Related Subject Headings

  • Single-Cell Analysis
  • Sequence Analysis, RNA
  • Point Mutation
  • Phylogeny
  • Oligodendroglioma
  • Neuroglia
  • Neural Stem Cells
  • Neoplastic Stem Cells
  • Isocitrate Dehydrogenase
  • Humans