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

少突胶质瘤 生物 癌症干细胞 肿瘤异质性 神经干细胞 发育生物学 表观遗传学 干细胞 计算生物学 核糖核酸 细胞分化 遗传学 癌症 基因 胶质瘤 星形细胞瘤
作者
Itay Tirosh,Andrew S. Venteicher,Christine Hebert,Leah E. Escalante,Anoop P. Patel,Keren Yizhak,Jonathan Fisher,Christopher Rodman,Christopher Mount,Mariella G. Filbin,Cyril Neftel,Niyati Desai,Jackson Nyman,Benjamin Izar,Christina C. Luo,Joshua M. Francis,Aanand A. Patel,Maristela L. Onozato,Nicolò Riggi,Kenneth J. Livak,Dave Gennert,Rahul Satija,Brian V. Nahed,William T. Curry,Robert L. Martuza,Ravindra Mylvaganam,A. John Iafrate,Matthew P. Frosch,Todd R. Golub,Miguel N. Rivera,Gad Getz,Orit Rozenblatt–Rosen,Daniel P. Cahill,Michelle Monje,B Bernstein,David N. Louis,Aviv Regev,Mario L. Suvà
出处
期刊:Nature [Springer Nature]
卷期号:539 (7628): 309-313 被引量:1016
标识
DOI:10.1038/nature20123
摘要

A single sentence summarizing your paper (websum), which will appear online on the table of contents and in e-alerts, has been provided below. Please check this sentence for accuracy and appropriate emphasis. Itay Tirosh et al. use single-cell RNA-seq to show that human oligodendrogliomas contain cancer cells specialized into two types of glia, as well as a rare subpopulation of cells that are undifferentiated and display a gene expression program that is characteristic of neural stem cells. By coupling this analysis with functional assessment of oligodendroglioma cell lines, the authors provide support for a cancer stem cell model of tumour development in this particular context. 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 progeny1. 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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