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

被引:773
作者
Tirosh, Itay [1 ]
Venteicher, Andrew S. [1 ,2 ,3 ,4 ,5 ]
Hebert, Christine [1 ,2 ,3 ,4 ]
Escalante, Leah E. . [1 ,2 ,3 ,4 ]
Patel, Anoop P. [4 ,5 ]
Yizhak, Keren [1 ,2 ,3 ,4 ]
Fisher, Jonathan M. . [1 ]
Rodman, Christopher [1 ]
Mount, Christopher [6 ,7 ,8 ]
Filbin, Mariella G. [1 ,2 ,3 ,4 ,9 ,10 ]
Neftel, Cyril [1 ,2 ,3 ,4 ]
Desai, Niyati [2 ,3 ,4 ]
Nyman, Jackson [1 ]
Izar, Benjamin [1 ]
Luo, Christina C. [2 ,3 ,4 ]
Francis, Joshua M. . [1 ,11 ]
Patel, Aanand A. [2 ,3 ,4 ]
Onozato, Maristela L. [2 ,3 ,4 ]
Riggi, Nicolo [2 ,3 ,4 ]
Livak, Kenneth J. [1 ]
Gennert, Dave [1 ]
Satija, Rahul [1 ]
Nahed, Brian V. . [4 ,5 ]
Curry, William T. [4 ,5 ]
Martuza, Robert L. [4 ,5 ]
Mylvaganam, Ravindra [2 ,3 ,4 ]
Iafrate, A. John [2 ,3 ,4 ]
Frosch, Matthew P. [2 ,3 ,4 ]
Golub, Todd R. [1 ,9 ,10 ,12 ]
Rivera, Miguel N. . [1 ,2 ,3 ,4 ]
Getz, Gad [1 ,2 ,3 ,4 ]
Rozenblatt-Rosen, Orit [1 ]
Cahill, Daniel P. [4 ,5 ]
Monje, Michelle [6 ,7 ,8 ]
Bernstein, Bradley E. . [1 ,2 ,3 ,4 ]
Louis, David N. [2 ,3 ,4 ]
Regev, Aviv [1 ,12 ]
Suva, Mario L. [1 ,2 ,3 ,4 ]
机构
[1] Broad Inst Harvard & MIT, Cambridge, MA 02142 USA
[2] Massachusetts Gen Hosp, Dept Pathol, Boston, MA 02114 USA
[3] Massachusetts Gen Hosp, Ctr Canc Res, Boston, MA 02114 USA
[4] Harvard Med Sch, Boston, MA 02114 USA
[5] Massachusetts Gen Hosp, Dept Neurosurg, Boston, MA 02114 USA
[6] Stanford Univ, Sch Med, Dept Neurol, Stanford, CA 94305 USA
[7] Stanford Univ, Sch Med, Dept Neurosurg, Stanford, CA 94305 USA
[8] Stanford Univ, Sch Med, Dept Pediat & Pathol, Stanford, CA 94305 USA
[9] Dana Farber Canc Inst, Dept Pediat Oncol, Boston, MA 02215 USA
[10] Childrens Hosp, Ctr Canc, Boston, MA 02215 USA
[11] Dana Farber Canc Inst, Dept Med Oncol, Boston, MA 02215 USA
[12] MIT, Koch Inst, Dept Biol, Howard Hughes Med Inst, Cambridge, MA 02139 USA
关键词
EXPRESSION; MUTATIONS; CYCLE; DIFFERENTIATION; QUANTIFICATION; TUMORIGENICITY; TRANSCRIPTOME; ASTROCYTES; NEURONS; MARKERS;
D O I
10.1038/nature20123
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
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(1). 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.
引用
收藏
页码:309 / +
页数:21
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