Plate IV.124 · Publications

An integrated transcriptomic cell atlas of human neural organoids

Article in Nature, 20 November 2024.

Open accessResearch area: Cell Atlas, Integration

Authors

  1. Zhisong He
  2. Leander Dony
  3. Jonas Simon Fleck
  4. Artur Szałata
  5. Katelyn X. Li
  6. Irena Slišković
  7. Hsiu-Chuan Lin
  8. Malgorzata Santel
  9. Alexander Atamian
  10. Giorgia Quadrato
  11. Jieran Sun
  12. Sergiu P. Pașca
  13. Human Cell Atlas Organoid Biological Network
  14. Neal D. Amin
  15. Kevin W. Kelley
  16. Taylor Bertucci
  17. Sally Temple
  18. Kathryn R. Bowles
  19. Nicolò Caporale
  20. Emanuele Villa
  21. Giuseppe Testa
  22. Cristiana Cruceanu
  23. Elisabeth B. Binder
  24. J. Gray Camp
  25. Fabian J. Theis
  26. Barbara Treutlein

Abstract

Human neural organoids, generated from pluripotent stem cells in vitro, are useful tools to study human brain development, evolution and disease. However, it is unclear which parts of the human brain are covered by existing protocols, and it has been difficult to quantitatively assess organoid variation and fidelity. Here we integrate 36 single-cell transcriptomic datasets spanning 26 protocols into one integrated human neural organoid cell atlas totalling more than 1.7 million cells1-26. Mapping to developing human brain references27-30 shows primary cell types and states that have been generated in vitro, and estimates transcriptomic similarity between primary and organoid counterparts across protocols. We provide a programmatic interface to browse the atlas and query new datasets, and showcase the power of the atlas to annotate organoid cell types and evaluate new organoid protocols. Finally, we show that the atlas can be used as a diverse control cohort to annotate and compare organoid models of neural disease, identifying genes and pathways that may underlie pathological mechanisms with the neural models. The human neural organoid cell atlas will be useful to assess organoid fidelity, characterize perturbed and diseased states and facilitate protocol development.

Versions3

  1. CorrectionNature10.1038/s41586-024-08482-x
  2. PublishedNature10.1038/s41586-024-08172-8
  3. PreprintbioRxiv10.1101/2023.10.05.561097

Cite

@article{he2024integrated,
  title = {{An integrated transcriptomic cell atlas of human neural organoids}},
  author = {He, Zhisong and Dony, Leander and Fleck, Jonas Simon and Szałata, Artur and Li, Katelyn X. and Slišković, Irena and Lin, Hsiu-Chuan and Santel, Malgorzata and Atamian, Alexander and Quadrato, Giorgia and Sun, Jieran and Pașca, Sergiu P. and Human Cell Atlas Organoid Biological Network and Amin, Neal D. and Kelley, Kevin W. and Bertucci, Taylor and Temple, Sally and Bowles, Kathryn R. and Caporale, Nicolò and Villa, Emanuele and Testa, Giuseppe and Cruceanu, Cristiana and Binder, Elisabeth B. and Camp, J. Gray and Theis, Fabian J. and Treutlein, Barbara},
  journal = {Nature},
  publisher = {Springer Science and Business Media LLC},
  year = {2024},
  month = nov,
  doi = {10.1038/s41586-024-08172-8},
  url = {https://doi.org/10.1038/s41586-024-08172-8},
  pmid = {39567792},
  pmcid = {PMC11578878}
}
.bib file