Literature DB >> 27806376

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

Itay Tirosh1, Andrew S Venteicher1,2,3, Christine Hebert1,2, Leah E Escalante1,2, Anoop P Patel3, Keren Yizhak1,2, Jonathan M Fisher1, Christopher Rodman1, Christopher Mount4, Mariella G Filbin1,2,5, Cyril Neftel1,2, Niyati Desai2, Jackson Nyman1, Benjamin Izar1, Christina C Luo2, Joshua M Francis1,6, Aanand A Patel2, Maristela L Onozato2, Nicolo Riggi2, Kenneth J Livak1, Dave Gennert1, Rahul Satija1, Brian V Nahed3, William T Curry3, Robert L Martuza3, Ravindra Mylvaganam2, A John Iafrate2, Matthew P Frosch2, Todd R Golub1,5,7, Miguel N Rivera1,2, Gad Getz1,2, Orit Rozenblatt-Rosen1, Daniel P Cahill3, Michelle Monje4, Bradley E Bernstein1,2, David N Louis2, Aviv Regev1,7, Mario L Suvà1,2.   

Abstract

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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Year:  2016        PMID: 27806376      PMCID: PMC5465819          DOI: 10.1038/nature20123

Source DB:  PubMed          Journal:  Nature        ISSN: 0028-0836            Impact factor:   69.504


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