Plate IV.120 · Publications

Multiplexing cortical brain organoids for the longitudinal dissection of developmental traits at single-cell resolution

Article in Nature Methods, 9 December 2024.

Open accessResearch area: Single Cell RNA, Gene Expression

Authors

  1. Nicolò Caporale
  2. Davide Castaldi
  3. Marco Tullio Rigoli
  4. Cristina Cheroni
  5. Alessia Valenti
  6. Sarah Stucchi
  7. Manuel Lessi
  8. Davide Bulgheresi
  9. Sebastiano Trattaro
  10. Martina Pezzali
  11. Alessandro Vitriolo
  12. Alejandro Lopez-Tobon
  13. Matteo Bonfanti
  14. Dario Ricca
  15. Katharina T. Schmid
  16. Matthias Heinig
  17. Fabian J. Theis
  18. Carlo Emanuele Villa
  19. Giuseppe Testa

Abstract

Dissecting human neurobiology at high resolution and with mechanistic precision requires a major leap in scalability, given the need for experimental designs that include multiple individuals and, prospectively, population cohorts. To lay the foundation for this, we have developed and benchmarked complementary strategies to multiplex brain organoids by pooling cells from different pluripotent stem cell (PSC) lines either during organoid generation (mosaic models) or before single-cell RNA sequencing (scRNA-seq) library preparation (downstream multiplexing). We have also developed a new computational method, SCanSNP, and a consensus call to deconvolve cell identities, overcoming current criticalities in doublets and low-quality cell identification. We validated both multiplexing methods for charting neurodevelopmental trajectories at high resolution, thus linking specific individuals' trajectories to genetic variation. Finally, we modeled their scalability across different multiplexing combinations and showed that mosaic organoids represent an enabling method for high-throughput settings. Together, this multiplexing suite of experimental and computational methods provides a highly scalable resource for brain disease and neurodiversity modeling.

Versions2

  1. PublishedNature Methods10.1038/s41592-024-02555-5
  2. PreprintbioRxiv10.1101/2023.08.21.553507

Cite

@article{caporale2024multiplexing,
  title = {{Multiplexing cortical brain organoids for the longitudinal dissection of developmental traits at single-cell resolution}},
  author = {Caporale, Nicolò and Castaldi, Davide and Rigoli, Marco Tullio and Cheroni, Cristina and Valenti, Alessia and Stucchi, Sarah and Lessi, Manuel and Bulgheresi, Davide and Trattaro, Sebastiano and Pezzali, Martina and Vitriolo, Alessandro and Lopez-Tobon, Alejandro and Bonfanti, Matteo and Ricca, Dario and Schmid, Katharina T. and Heinig, Matthias and Theis, Fabian J. and Villa, Carlo Emanuele and Testa, Giuseppe},
  journal = {Nature Methods},
  publisher = {Springer Science and Business Media LLC},
  year = {2024},
  month = dec,
  doi = {10.1038/s41592-024-02555-5},
  url = {https://doi.org/10.1038/s41592-024-02555-5},
  pmid = {39653820},
  pmcid = {PMC11810796}
}
.bib file