Epigenetic encoding, heritability and plasticity of glioma transcriptional cell states

被引:137
作者
Chaligne, Ronan [1 ,2 ]
Gaiti, Federico [1 ,2 ]
Silverbush, Dana [3 ,4 ,5 ,6 ]
Schiffman, Joshua S. [1 ,2 ]
Weisman, Hannah R. [3 ,4 ,5 ,6 ]
Kluegel, Lloyd [1 ,2 ]
Gritsch, Simon [3 ,4 ,5 ,6 ]
Deochand, Sunil D. [1 ,2 ]
Castro, L. Nicolas Gonzalez [3 ,4 ,5 ,6 ,7 ,8 ]
Richman, Alyssa R. [3 ,4 ,5 ,6 ]
Klughammer, Johanna [6 ]
Biancalani, Tommaso [6 ]
Muus, Christoph [6 ,9 ]
Sheridan, Caroline [2 ]
Alonso, Alicia [2 ]
Izzo, Franco [1 ,2 ]
Park, Jane [1 ,2 ]
Rozenblatt-Rosen, Orit [6 ,11 ]
Regev, Aviv [6 ,10 ,11 ]
Suva, Mario L. [3 ,4 ,5 ,6 ]
Landau, Dan A. [1 ,2 ]
机构
[1] New York Genome Ctr, New York, NY 10027 USA
[2] Weill Cornell Med, New York, NY 10027 USA
[3] Massachusetts Gen Hosp, Dept Pathol, Boston, MA 02114 USA
[4] Massachusetts Gen Hosp, Ctr Canc Res, Boston, MA 02114 USA
[5] Harvard Med Sch, Boston, MA 02115 USA
[6] Broad Inst Harvard & MIT, Cambridge, MA 02139 USA
[7] Brigham & Womens Hosp, Dept Neurol, 75 Francis St, Boston, MA 02115 USA
[8] Dana Farber Canc Inst, Ctr Neurooncol, Boston, MA 02115 USA
[9] Harvard Univ, John Paulson Sch Engn & Appl Sci, Cambridge, MA 02138 USA
[10] MIT, Koch Inst Integrat Canc Res, Dept Biol, Howard Hughes Med Inst, Cambridge, MA USA
[11] Genentech Inc, San Francisco, CA USA
关键词
RNA-SEQ; ENHANCER ACTIVITY; STEM-CELLS; CHROMATIN; CANCER; LANDSCAPE; DYNAMICS; GENES; HETEROGENEITY; PLURIPOTENT;
D O I
10.1038/s41588-021-00927-7
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Single-cell RNA sequencing has revealed extensive transcriptional cell state diversity in cancer, often observed independently of genetic heterogeneity, raising the central question of how malignant cell states are encoded epigenetically. To address this, here we performed multiomics single-cell profiling-integrating DNA methylation, transcriptome and genotype within the same cells-of diffuse gliomas, tumors characterized by defined transcriptional cell state diversity. Direct comparison of the epigenetic profiles of distinct cell states revealed key switches for state transitions recapitulating neurodevelopmental trajectories and highlighted dysregulated epigenetic mechanisms underlying gliomagenesis. We further developed a quantitative framework to directly measure cell state heritability and transition dynamics based on high-resolution lineage trees in human samples. We demonstrated heritability of malignant cell states, with key differences in hierarchal and plastic cell state architectures in IDH-mutant glioma versus IDH-wild-type glioblastoma, respectively. This work provides a framework anchoring transcriptional cancer cell states in their epigenetic encoding, inheritance and transition dynamics. Multimodal DNA methylation and transcriptome profiling of single glioma cells links tumor cell transcriptional states to epigenetics via interaction with PRC2 and shows that these states are heritable and important for tumor plasticity.
引用
收藏
页码:1469 / +
页数:32
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