Multi-omics profiling of mouse gastrulation at single-cell resolution

被引:274
作者
Argelaguet, Ricard [1 ]
Clark, Stephen J. [2 ]
Mohammed, Hisham [2 ]
Stapel, L. Carine [2 ]
Krueger, Christel [2 ]
Kapourani, Chantriolnt-Andreas [3 ,4 ]
Imaz-Rosshandler, Ivan [5 ,6 ]
Lohoff, Tim [2 ,5 ]
Xiang, Yunlong [7 ,8 ]
Hanna, Courtney W. [2 ,9 ]
Smallwood, Sebastien [2 ]
Ibarra-Soria, Ximena [10 ]
Buettner, Florian [11 ]
Sanguinetti, Guido [3 ]
Xie, Wei [7 ,8 ]
Krueger, Felix [12 ]
Gottgens, Berthold [5 ,6 ]
Rugg-Gunn, Peter J. [2 ,5 ,6 ,9 ]
Kelsey, Gavin [2 ,9 ]
Dean, Wendy [13 ]
Nichols, Jennifer [5 ]
Stegle, Oliver [1 ,14 ,15 ]
Marioni, John C. [1 ,10 ,16 ]
Reik, Wolf [2 ,9 ,16 ]
机构
[1] European Bioinformat Inst EMBL EBI, Cambridge, England
[2] Babraham Inst, Epigenet Programme, Cambridge, England
[3] Univ Edinburgh, Sch Informat, Edinburgh, Midlothian, Scotland
[4] Univ Edinburgh, MRC Inst Genet & Mol Med, Edinburgh, Midlothian, Scotland
[5] Univ Cambridge, Wellcome MRC Cambridge Stem Cell Inst, Jeffrey Cheah Biomed Ctr, Cambridge, England
[6] Univ Cambridge, Dept Haematol, Jeffrey Cheah Biomed Ctr, Cambridge, England
[7] Tsinghua Univ, Sch Life Sci, MOE Key Lab Bioinformat, Ctr Stem Cell Biol & Regenerat Med, Beijing, Peoples R China
[8] Tsinghua Univ, THU PKU Ctr Life Sci, Beijing, Peoples R China
[9] Univ Cambridge, Ctr Trophoblast Res, Cambridge, England
[10] Univ Cambridge, Canc Res UK Cambridge Inst, Cambridge, England
[11] German Res Ctr Environm Hlth, Inst Computat Biol, Helmholtz Zentrum Munchen, Neuherberg, Germany
[12] Babraham Inst, Bioinformat Grp, Cambridge, England
[13] Univ Calgary, Alberta Childrens Hosp Res Inst, Dept Biochem & Mol Biol, Calgary, AB, Canada
[14] European Mol Biol Lab EMBL, Heidelberg, Germany
[15] German Canc Res Ctr, Div Computat Genom & Syst Genet, Heidelberg, Germany
[16] Wellcome Sanger Inst, Cambridge, England
基金
英国惠康基金; 英国医学研究理事会; 欧盟地平线“2020”; 英国生物技术与生命科学研究理事会;
关键词
DNA DEMETHYLATION; RNA-SEQ; METHYLATION; GENOME; TET; SPECIFICATION; TRANSCRIPTOME; ENHANCERS; GENE; DYNAMICS;
D O I
10.1038/s41586-019-1825-8
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
Formation of the three primary germ layers during gastrulation is an essential step in the establishment of the vertebrate body plan and is associated with major transcriptional changes(1-5). Global epigenetic reprogramming accompanies these changes(6-8), but the role of the epigenome in regulating early cell-fate choice remains unresolved, and the coordination between different molecular layers is unclear. Here we describe a single-cell multi-omics map of chromatin accessibility, DNA methylation and RNA expression during the onset of gastrulation in mouse embryos. The initial exit from pluripotency coincides with the establishment of a global repressive epigenetic landscape, followed by the emergence of lineage-specific epigenetic patterns during gastrulation. Notably, cells committed to mesoderm and endoderm undergo widespread coordinated epigenetic rearrangements at enhancer marks, driven by ten-eleven translocation (TET)-mediated demethylation and a concomitant increase of accessibility. By contrast, the methylation and accessibility landscape of ectodermal cells is already established in the early epiblast. Hence, regulatory elements associated with each germ layer are either epigenetically primed or remodelled before cell-fate decisions, providing the molecular framework for a hierarchical emergence of the primary germ layers.
引用
收藏
页码:487 / +
页数:26
相关论文
共 56 条
[1]   Parallel single-cell sequencing links transcriptional and epigenetic heterogeneity [J].
Angermueller, Christof ;
Clark, Stephen J. ;
Lee, Heather J. ;
Macaulay, Iain C. ;
Teng, Mabel J. ;
Hu, Tim Xiaoming ;
Krueger, Felix ;
Smallwood, Sebastien A. ;
Ponting, Chris P. ;
Voet, Thierry ;
Kelsey, Gavin ;
Stegle, Oliver ;
Reik, Wolf .
NATURE METHODS, 2016, 13 (03) :229-+
[2]   Multi-Omics Factor Analysis-a framework for unsupervised integration of multi-omics data sets [J].
Argelaguet, Ricard ;
Velten, Britta ;
Arnol, Damien ;
Dietrich, Sascha ;
Zenz, Thorsten ;
Marioni, John C. ;
Buettner, Florian ;
Huber, Wolfgang ;
Stegle, Oliver .
MOLECULAR SYSTEMS BIOLOGY, 2018, 14 (06)
[3]   Ontogeny of CpG island methylation and specificity of DNMT3 methyltransferases during embryonic development in the mouse [J].
Auclair, Ghislain ;
Guibert, Sylvain ;
Bender, Ambre ;
Weber, Michael .
GENOME BIOLOGY, 2014, 15 (12) :545
[4]   Enhancer, transcriptional, and cell fate plasticity precedes intestinal determination during endoderm development [J].
Banerjee, Kushal K. ;
Saxena, Madhurima ;
Kumar, Namit ;
Chen, Lei ;
Cavazza, Alessia ;
Toke, Natalie H. ;
O'Neill, Nicholas K. ;
Madha, Shariq ;
Jadhav, Unmesh ;
Verzi, Michael P. ;
Shivdasani, Ramesh A. .
GENES & DEVELOPMENT, 2018, 32 (21-22) :1430-1442
[5]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[6]   Active DNA demethylation at enhancers during the vertebrate phylotypic period [J].
Bogdanovic, Ozren ;
Smits, Arne H. ;
de la Calle Mustienes, Elisa ;
Tena, Juan J. ;
Ford, Ethan ;
Williams, Ruth ;
Senanayake, Upeka ;
Schultz, Matthew D. ;
Hontelez, Saartje ;
van Kruijsbergen, Ila ;
Rayon, Teresa ;
Gnerlich, Felix ;
Carell, Thomas ;
Veenstra, Gert Jan C. ;
Manzanares, Miguel ;
Sauka-Spengler, Tatjana ;
Ecker, Joseph R. ;
Vermeulen, Michiel ;
Luis Gomez-Skarmeta, Jose ;
Lister, Ryan .
NATURE GENETICS, 2016, 48 (04) :417-+
[7]   Independent filtering increases detection power for high-throughput experiments [J].
Bourgon, Richard ;
Gentleman, Robert ;
Huber, Wolfgang .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2010, 107 (21) :9546-9551
[8]   Joint profiling of chromatin accessibility and gene expression in thousands of single cells [J].
Cao, Junyue ;
Cusanovich, Darren A. ;
Ramani, Vijay ;
Aghamirzaie, Delasa ;
Pliner, Hannah A. ;
Hill, Andrew J. ;
Daza, Riza M. ;
McFaline-Figueroa, Jose L. ;
Packer, Jonathan S. ;
Christiansen, Lena ;
Steemers, Frank J. ;
Adey, Andrew C. ;
Trapnell, Cole ;
Shendure, Jay .
SCIENCE, 2018, 361 (6409) :1380-1385
[9]   Molecular recording of mammalian embryogenesis [J].
Chan, Michelle M. ;
Smith, Zachary D. ;
Grosswendt, Stefanie ;
Kretzmer, Helene ;
Norman, Thomas M. ;
Adamson, Britt ;
Jost, Marco ;
Quinn, Jeffrey J. ;
Yang, Dian ;
Jones, Matthew G. ;
Khodaverdian, Alex ;
Yosef, Nir ;
Meissner, Alexander ;
Weissman, Jonathan S. .
NATURE, 2019, 570 (7759) :77-+
[10]   scNMT-seq enables joint profiling of chromatin accessibility DNA methylation and transcription in single cells [J].
Clark, Stephen J. ;
Argelaguet, Ricard ;
Kapourani, Chantriolnt-Andreas ;
Stubbs, Thomas M. ;
Lee, Heather J. ;
Alda-Catalinas, Celia ;
Krueger, Felix ;
Sanguinetti, Guido ;
Kelsey, Gavin ;
Marioni, John C. ;
Stegle, Oliver ;
Reik, Wolf .
NATURE COMMUNICATIONS, 2018, 9