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A single-cell molecular map of mouse gastrulation and early organogenesis

Author

Listed:
  • Blanca Pijuan-Sala

    (University of Cambridge
    University of Cambridge)

  • Jonathan A. Griffiths

    (University of Cambridge)

  • Carolina Guibentif

    (University of Cambridge
    University of Cambridge)

  • Tom W. Hiscock

    (University of Cambridge
    University of Cambridge)

  • Wajid Jawaid

    (University of Cambridge
    University of Cambridge)

  • Fernando J. Calero-Nieto

    (University of Cambridge
    University of Cambridge)

  • Carla Mulas

    (University of Cambridge)

  • Ximena Ibarra-Soria

    (University of Cambridge)

  • Richard C. V. Tyser

    (University of Oxford)

  • Debbie Lee Lian Ho

    (University of Cambridge)

  • Wolf Reik

    (Babraham Institute
    University of Cambridge
    Wellcome Genome Campus)

  • Shankar Srinivas

    (University of Oxford)

  • Benjamin D. Simons

    (University of Cambridge
    University of Cambridge
    University of Cambridge)

  • Jennifer Nichols

    (University of Cambridge)

  • John C. Marioni

    (University of Cambridge
    Wellcome Genome Campus
    Wellcome Genome Campus)

  • Berthold Göttgens

    (University of Cambridge
    University of Cambridge)

Abstract

Across the animal kingdom, gastrulation represents a key developmental event during which embryonic pluripotent cells diversify into lineage-specific precursors that will generate the adult organism. Here we report the transcriptional profiles of 116,312 single cells from mouse embryos collected at nine sequential time points ranging from 6.5 to 8.5 days post-fertilization. We construct a molecular map of cellular differentiation from pluripotency towards all major embryonic lineages, and explore the complex events involved in the convergence of visceral and primitive streak-derived endoderm. Furthermore, we use single-cell profiling to show that Tal1−/− chimeric embryos display defects in early mesoderm diversification, and we thus demonstrate how combining temporal and transcriptional information can illuminate gene function. Together, this comprehensive delineation of mammalian cell differentiation trajectories in vivo represents a baseline for understanding the effects of gene mutations during development, as well as a roadmap for the optimization of in vitro differentiation protocols for regenerative medicine.

Suggested Citation

  • Blanca Pijuan-Sala & Jonathan A. Griffiths & Carolina Guibentif & Tom W. Hiscock & Wajid Jawaid & Fernando J. Calero-Nieto & Carla Mulas & Ximena Ibarra-Soria & Richard C. V. Tyser & Debbie Lee Lian H, 2019. "A single-cell molecular map of mouse gastrulation and early organogenesis," Nature, Nature, vol. 566(7745), pages 490-495, February.
  • Handle: RePEc:nat:nature:v:566:y:2019:i:7745:d:10.1038_s41586-019-0933-9
    DOI: 10.1038/s41586-019-0933-9
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    Cited by:

    1. Karin D. Prummel & Helena L. Crowell & Susan Nieuwenhuize & Eline C. Brombacher & Stephan Daetwyler & Charlotte Soneson & Jelena Kresoja-Rakic & Agnese Kocere & Manuel Ronner & Alexander Ernst & Zahra, 2022. "Hand2 delineates mesothelium progenitors and is reactivated in mesothelioma," Nature Communications, Nature, vol. 13(1), pages 1-21, December.
    2. Ran Wang & Xianfa Yang & Jiehui Chen & Lin Zhang & Jonathan A. Griffiths & Guizhong Cui & Yingying Chen & Yun Qian & Guangdun Peng & Jinsong Li & Liantang Wang & John C. Marioni & Patrick P. L. Tam & , 2023. "Time space and single-cell resolved tissue lineage trajectories and laterality of body plan at gastrulation," Nature Communications, Nature, vol. 14(1), pages 1-18, December.
    3. Akram A. Hamed & Daniel J. Kunz & Ibrahim El-Hamamy & Quang M. Trinh & Omar D. Subedar & Laura M. Richards & Warren Foltz & Garrett Bullivant & Matthaeus Ware & Maria C. Vladoiu & Jiao Zhang & Antony , 2022. "A brain precursor atlas reveals the acquisition of developmental-like states in adult cerebral tumours," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    4. Shengyong Yu & Chunhua Zhou & Jiangping He & Zhaokai Yao & Xingnan Huang & Bowen Rong & Hong Zhu & Shijie Wang & Shuyan Chen & Xialian Wang & Baomei Cai & Guoqing Zhao & Yuhan Chen & Lizhan Xiao & He , 2022. "BMP4 drives primed to naïve transition through PGC-like state," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    5. Jin Ming & Lihui Lin & Jiajun Li & Linlin Wu & Shicai Fang & Tao Huang & Yu Fu & Dong Liu & Wenhui Zhang & Chen Li & Yongzheng Yang & Yi Huang & Yue Qin & Junqi Kuang & Xingnan Huang & Liman Guo & Xia, 2024. "Cell fate decision by a morphogen-transcription factor-chromatin modifier axis," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
    6. Geethika Arekatla & Stavroula Skylaki & David Corredor Suarez & Hartland Jackson & Denis Schapiro & Stefanie Engler & Markus Auler & German Camargo Ortega & Simon Hastreiter & Andreas Reimann & Dirk L, 2024. "Identification of an embryonic differentiation stage marked by Sox1 and FoxA2 co-expression using combined cell tracking and high dimensional protein imaging," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
    7. Ajita Shree & Musale Krushna Pavan & Hamim Zafar, 2023. "scDREAMER for atlas-level integration of single-cell datasets using deep generative model paired with adversarial classifier," Nature Communications, Nature, vol. 14(1), pages 1-19, December.
    8. C. Biben & T. S. Weber & K. S. Potts & J. Choi & D. C. Miles & A. Carmagnac & T. Sargeant & C. A. Graaf & K. A. Fennell & A. Farley & O. J. Stonehouse & M. A. Dawson & D. J. Hilton & S. H. Naik & S. T, 2023. "In vivo clonal tracking reveals evidence of haemangioblast and haematomesoblast contribution to yolk sac haematopoiesis," Nature Communications, Nature, vol. 14(1), pages 1-14, December.
    9. Javier Rodríguez-Ubreva & Anna Arutyunyan & Marc Jan Bonder & Lucía Del Pino-Molina & Stephen J. Clark & Carlos de la Calle-Fabregat & Luz Garcia-Alonso & Louis-François Handfield & Laura Ciudad & Edu, 2022. "Single-cell Atlas of common variable immunodeficiency shows germinal center-associated epigenetic dysregulation in B-cell responses," Nature Communications, Nature, vol. 13(1), pages 1-18, December.
    10. Francisco X. Galdos & Sidra Xu & William R. Goodyer & Lauren Duan & Yuhsin V. Huang & Soah Lee & Han Zhu & Carissa Lee & Nicholas Wei & Daniel Lee & Sean M. Wu, 2022. "devCellPy is a machine learning-enabled pipeline for automated annotation of complex multilayered single-cell transcriptomic data," Nature Communications, Nature, vol. 13(1), pages 1-20, December.
    11. Nimrod Rappoport & Elad Chomsky & Takashi Nagano & Charlie Seibert & Yaniv Lubling & Yael Baran & Aviezer Lifshitz & Wing Leung & Zohar Mukamel & Ron Shamir & Peter Fraser & Amos Tanay, 2023. "Single cell Hi-C identifies plastic chromosome conformations underlying the gastrulation enhancer landscape," Nature Communications, Nature, vol. 14(1), pages 1-17, December.
    12. Luke Simpson & Andrew Strange & Doris Klisch & Sophie Kraunsoe & Takuya Azami & Daniel Goszczynski & Triet Minh & Benjamin Planells & Nadine Holmes & Fei Sang & Sonal Henson & Matthew Loose & Jennifer, 2024. "A single-cell atlas of pig gastrulation as a resource for comparative embryology," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
    13. Andreas Fønss Møller & Jesper Grud Skat Madsen, 2023. "JOINTLY: interpretable joint clustering of single-cell transcriptomes," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
    14. Brian DeVeale & Leqian Liu & Ryan Boileau & Jennifer Swindlehurst-Chan & Bryan Marsh & Jacob W. Freimer & Adam Abate & Robert Blelloch, 2022. "G1/S restriction point coordinates phasic gene expression and cell differentiation," Nature Communications, Nature, vol. 13(1), pages 1-17, December.
    15. Guolun Wang & Bingqiang Wen & Minzhe Guo & Enhong Li & Yufang Zhang & Jeffrey A. Whitsett & Tanya V. Kalin & Vladimir V. Kalinichenko, 2024. "Identification of endothelial and mesenchymal FOXF1 enhancers involved in alveolar capillary dysplasia," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
    16. Arthur S. Lee & Lauren J. Ayers & Michael Kosicki & Wai-Man Chan & Lydia N. Fozo & Brandon M. Pratt & Thomas E. Collins & Boxun Zhao & Matthew F. Rose & Alba Sanchis-Juan & Jack M. Fu & Isaac Wong & X, 2024. "A cell type-aware framework for nominating non-coding variants in Mendelian regulatory disorders," Nature Communications, Nature, vol. 15(1), pages 1-26, December.
    17. Monika Graf & Marta Interlandi & Natalia Moreno & Dörthe Holdhof & Carolin Göbel & Viktoria Melcher & Julius Mertins & Thomas K. Albert & Dennis Kastrati & Amelie Alfert & Till Holsten & Flavia de Far, 2022. "Single-cell transcriptomics identifies potential cells of origin of MYC rhabdoid tumors," Nature Communications, Nature, vol. 13(1), pages 1-19, December.
    18. Jiachen Li & Xiaoyong Pan & Ye Yuan & Hong-Bin Shen, 2024. "TFvelo: gene regulation inspired RNA velocity estimation," Nature Communications, Nature, vol. 15(1), pages 1-15, December.
    19. Yi-Cheng Chang & Jan Manent & Jan Schroeder & Siew Fen Lisa Wong & Gabriel M. Hauswirth & Natalia A. Shylo & Emma L. Moore & Annita Achilleos & Victoria Garside & Jose M. Polo & Paul Trainor & Edwina , 2022. "Nr6a1 controls Hox expression dynamics and is a master regulator of vertebrate trunk development," Nature Communications, Nature, vol. 13(1), pages 1-19, December.
    20. Mingze Gao & Chen Qiao & Yuanhua Huang, 2022. "UniTVelo: temporally unified RNA velocity reinforces single-cell trajectory inference," Nature Communications, Nature, vol. 13(1), pages 1-11, December.
    21. Amir Alavi & Ziv Bar-Joseph, 2020. "Iterative point set registration for aligning scRNA-seq data," PLOS Computational Biology, Public Library of Science, vol. 16(10), pages 1-21, October.
    22. Jeremy Lotto & Rebecca Cullum & Sibyl Drissler & Martin Arostegui & Victoria C. Garside & Bettina M. Fuglerud & Makenna Clement-Ranney & Avinash Thakur & T. Michael Underhill & Pamela A. Hoodless, 2023. "Cell diversity and plasticity during atrioventricular heart valve EMTs," Nature Communications, Nature, vol. 14(1), pages 1-16, December.
    23. Xavier Grau-Bové & Lucie Subirana & Lydvina Meister & Anaël Soubigou & Ana Neto & Anamaria Elek & Silvia Naranjo & Oscar Fornas & Jose Luis Gomez-Skarmeta & Juan J. Tena & Manuel Irimia & Stéphanie Be, 2024. "An amphioxus neurula stage cell atlas supports a complex scenario for the emergence of vertebrate head mesoderm," Nature Communications, Nature, vol. 15(1), pages 1-18, December.
    24. Allen W. Lynch & Myles Brown & Clifford A. Meyer, 2023. "Multi-batch single-cell comparative atlas construction by deep learning disentanglement," Nature Communications, Nature, vol. 14(1), pages 1-22, December.
    25. D. M. Jeziorska & E. A. J. Tunnacliffe & J. M. Brown & H. Ayyub & J. Sloane-Stanley & J. A. Sharpe & B. C. Lagerholm & C. Babbs & A. J. H. Smith & V. J. Buckle & D. R. Higgs, 2022. "On-microscope staging of live cells reveals changes in the dynamics of transcriptional bursting during differentiation," Nature Communications, Nature, vol. 13(1), pages 1-12, December.

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