Suppr超能文献

单细胞RNA测序支持人类少突胶质细胞瘤的发育层次结构。

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

作者信息

Tirosh Itay, Venteicher Andrew S, Hebert Christine, Escalante Leah E, Patel Anoop P, Yizhak Keren, Fisher Jonathan M, Rodman Christopher, Mount Christopher, Filbin Mariella G, Neftel Cyril, Desai Niyati, Nyman Jackson, Izar Benjamin, Luo Christina C, Francis Joshua M, Patel Aanand A, Onozato Maristela L, Riggi Nicolo, Livak Kenneth J, Gennert Dave, Satija Rahul, Nahed Brian V, Curry William T, Martuza Robert L, Mylvaganam Ravindra, Iafrate A John, Frosch Matthew P, Golub Todd R, Rivera Miguel N, Getz Gad, Rozenblatt-Rosen Orit, Cahill Daniel P, Monje Michelle, Bernstein Bradley E, Louis David N, Regev Aviv, Suvà Mario L

机构信息

Broad Institute of Harvard and MIT, Cambridge, Massachusetts 02142, USA.

Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts 02114, USA.

出版信息

Nature. 2016 Nov 10;539(7628):309-313. doi: 10.1038/nature20123. Epub 2016 Nov 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.

摘要

尽管人类肿瘤是由癌细胞的基因进化塑造而成,但有证据表明,它们还呈现出与发育途径和表观遗传程序相关的层级结构,其中癌症干细胞(CSC)可驱动肿瘤生长并产生分化后代。然而,在实体人类恶性肿瘤中,CSC的无偏证据仍然难以捉摸。在这里,我们通过RNA测序(RNA-seq)对来自6例异柠檬酸脱氢酶1(IDH1)或异柠檬酸脱氢酶2(IDH2)突变型人类少突胶质细胞瘤的4347个单细胞进行了分析,并从全基因组表达特征重建了它们的发育程序。我们推断,大多数癌细胞沿着两种特化的神经胶质程序分化,而一小部分罕见的细胞亚群未分化且与神经干细胞表达程序相关。具有增殖表达特征的细胞在这个罕见的亚群中高度富集,这与一种模型一致,即CSC主要负责推动人类少突胶质细胞瘤的生长。拷贝数变异(CNV)分析表明,肿瘤内不同的CNV亚克隆显示出相似的细胞层级结构,这表明少突胶质细胞瘤的结构主要由发育程序决定。亚克隆点突变分析支持类似的模型,尽管需要完整的系统发育树来明确确定基因进化对推断层级结构的影响。我们的单细胞分析在单细胞分辨率上深入了解了少突胶质细胞瘤的细胞结构,并支持癌症干细胞模型,这对疾病管理具有重要意义。

相似文献

1
Single-cell RNA-seq supports a developmental hierarchy in human oligodendroglioma.
Nature. 2016 Nov 10;539(7628):309-313. doi: 10.1038/nature20123. Epub 2016 Nov 2.
2
Mutant IDH inhibitors induce lineage differentiation in IDH-mutant oligodendroglioma.
Cancer Cell. 2024 May 13;42(5):904-914.e9. doi: 10.1016/j.ccell.2024.03.008. Epub 2024 Apr 4.
3
Pinpointing Cancer Stem Cells in Oligodendroglioma.
Cancer Discov. 2017 Jan;7(1):6. doi: 10.1158/2159-8290.CD-NB2016-149. Epub 2016 Nov 18.
5
6
Concurrent CIC mutations, IDH mutations, and 1p/19q loss distinguish oligodendrogliomas from other cancers.
J Pathol. 2012 Jan;226(1):7-16. doi: 10.1002/path.2995. Epub 2011 Nov 10.
8
Spatial metabolic heterogeneity of oligodendrogliomas at single-cell resolution.
Brain Tumor Pathol. 2023 Apr;40(2):101-108. doi: 10.1007/s10014-023-00455-8. Epub 2023 Apr 11.
9
Isocitrate Dehydrogenase and Mutations in Human Cancer: Prognostic Implications for Gliomas.
Br J Biomed Sci. 2022 Jan 31;79:10208. doi: 10.3389/bjbs.2021.10208. eCollection 2022.
10
Proteomic analysis of oligodendrogliomas expressing a mutant isocitrate dehydrogenase-1.
Proteomics. 2011 Nov;11(21):4139-54. doi: 10.1002/pmic.201000646. Epub 2011 Sep 22.

引用本文的文献

1
The intrinsic dimension of gene expression during cell differentiation.
Nucleic Acids Res. 2025 Aug 27;53(16). doi: 10.1093/nar/gkaf805.
2
Integration of multi-omics approaches in exploring intra-tumoral heterogeneity.
Cancer Cell Int. 2025 Aug 29;25(1):317. doi: 10.1186/s12935-025-03944-2.
3
ECM-based molecular subtypes define prognostic, EMT status, and therapeutic diversity in IDH-mutant gliomas.
NPJ Precis Oncol. 2025 Aug 27;9(1):301. doi: 10.1038/s41698-025-01100-7.
4
Cell state plasticity in neuroblastoma.
EJC Paediatr Oncol. 2024 Dec;4. doi: 10.1016/j.ejcped.2024.100184. Epub 2024 Aug 2.
5
Transcriptomic HEPN1 signatures predict treatment response in low grade glioma.
Discov Oncol. 2025 Aug 15;16(1):1561. doi: 10.1007/s12672-025-03395-1.
7
Integrative single-cell and bulk transcriptomic analyses identify a robust four-gene signature for risk stratification in neuroblastoma.
Transl Cancer Res. 2025 Jul 30;14(7):3920-3929. doi: 10.21037/tcr-2025-569. Epub 2025 Jul 4.
8
A multi-omics atlas of CAF subtypes reveals apCAF-M2 macrophage interactions driving immune resistance in glioma.
PLoS One. 2025 Aug 11;20(8):e0329801. doi: 10.1371/journal.pone.0329801. eCollection 2025.

本文引用的文献

1
The 2016 World Health Organization Classification of Tumors of the Central Nervous System: a summary.
Acta Neuropathol. 2016 Jun;131(6):803-20. doi: 10.1007/s00401-016-1545-1. Epub 2016 May 9.
3
Single-cell RNA-seq reveals changes in cell cycle and differentiation programs upon aging of hematopoietic stem cells.
Genome Res. 2015 Dec;25(12):1860-72. doi: 10.1101/gr.192237.115. Epub 2015 Oct 1.
4
ETV/Pea3 family transcription factor-encoding genes are overexpressed in CIC-mutant oligodendrogliomas.
Genes Chromosomes Cancer. 2015 Dec;54(12):725-33. doi: 10.1002/gcc.22283. Epub 2015 Sep 10.
5
Single-Cell RNA-Seq with Waterfall Reveals Molecular Cascades underlying Adult Neurogenesis.
Cell Stem Cell. 2015 Sep 3;17(3):360-72. doi: 10.1016/j.stem.2015.07.013. Epub 2015 Aug 20.
6
Cancer stem cells in glioblastoma.
Genes Dev. 2015 Jun 15;29(12):1203-17. doi: 10.1101/gad.261982.115.
7
Comprehensive, Integrative Genomic Analysis of Diffuse Lower-Grade Gliomas.
N Engl J Med. 2015 Jun 25;372(26):2481-98. doi: 10.1056/NEJMoa1402121. Epub 2015 Jun 10.
8
A survey of human brain transcriptome diversity at the single cell level.
Proc Natl Acad Sci U S A. 2015 Jun 9;112(23):7285-90. doi: 10.1073/pnas.1507125112. Epub 2015 May 18.
9
Highly Parallel Genome-wide Expression Profiling of Individual Cells Using Nanoliter Droplets.
Cell. 2015 May 21;161(5):1202-1214. doi: 10.1016/j.cell.2015.05.002.
10
Spatial reconstruction of single-cell gene expression data.
Nat Biotechnol. 2015 May;33(5):495-502. doi: 10.1038/nbt.3192. Epub 2015 Apr 13.

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验