PreprintCited by 73Neurogenesis and neuroplasticity mechanismsDevelopmental Biology and Gene RegulationPluripotent Stem Cells Research

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Morphodynamics of human early brain organoid development

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Jain, Akanksha, Gut, Gilles, Sanchis-Calleja, Fátima, Okamoto, Ryoko, Streib, Simon, He, Zhisong, Zenk, Fides, Santel, Malgorzata, Seimiya, Makiko, Holtackers, René, Jansen, Sophie Martina Johanna, Camp, J. Gray, Treutlein, Barbara·2023·Nature

Preprint — published as 10.1038/s41586-025-09151-3 · Paper page

Abstract

Brain organoids enable the mechanistic study of human brain development, and provide opportunities to explore self-organization in unconstrained developmental systems. Here, we establish long-term, live light sheet microscopy on unguided brain organoids generated from fluorescently labeled human induced pluripotent stem cells, which enables tracking of tissue morphology, cell behaviors, and subcellular features over weeks of organoid development. We provide a novel dual-channel, multi-mosaic and multi-protein labeling strategy combined with a computational demultiplexing approach to enable simultaneous quantification of distinct subcellular features during organoid development. We track Actin, Tubulin, plasma membrane, nucleus, and nuclear envelope dynamics, and quantify cell morphometric and alignment changes during tissue state transitions including neuroepithelial induction, maturation, lumenization, and brain regionalization. Based on imaging and single-cell transcriptome modalities, we find that lumenal expansion and cell morphotype composition within the developing neuroepithelium are associated with modulation of gene expression programs involving extracellular matrix (ECM) pathway regulators and mechanosensing. We show that an extrinsically provided matrix enhances lumen expansion as well as telencephalon formation, and unguided organoids grown in the absence of an extrinsic matrix have altered morphologies with increased neural crest and caudalized tissue identity. Matrixinduced regional guidance and lumen morphogenesis are linked to the WNT and Hippo (YAP1) signaling pathways, including spatially restricted induction of the Wnt Ligand Secretion Mediator (WLS) that marks the earliest emergence of nontelencephalic brain regions. Altogether, our work provides a new inroad into studying human brain morphodynamics, and supports a view that matrix-linked mechanosensing dynamics play a central role during brain regionalization.

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Research works printed but not linked: 58

  1. 10.1038/nature12517 · DOI · Paper page
  2. 2015, Human cerebral organoids recapitulate gene expression programs of fetal neocortex development. Proc. Natl. Acad. Sci. U. S. A, 112, 15672
  3. Fleck, J. S. et al. Inferring and perturbing cell fate regulomes in human brain organoids. Nature 1–8 (2022). · DOI · Paper page
  4. 10.1038/nature11859 · DOI
  5. 10.15252/embj.201694700 · DOI · Paper page
  6. 10.1038/nprot.2011.429 · DOI
  7. 2012, Self-formation of layered neural structures in threedimensional culture of ES cells. Curr, Opin. Neurobiol, 22, 768, 10.1016/j.conb.2012.02.005 · DOI
  8. 10.1038/s41586-019-1654-9 · DOI · Paper page
  9. 2022, The Role of the Extracellular Matrix in Neural Progenitor Cell Proliferation and Cortical Folding During Human Neocortex Development. Front. Cell. Neurosci, 15, 804649
  10. 2018, Extracellular Matrix Components HAPLN1, Lumican, and Collagen I Cause Hyaluronic Acid-Dependent Folding of the Developing Human Neocortex, Neuron, 99, 702, 10.1016/j.neuron.2018.07.013 · DOI · Paper page
  11. 2012, Transcriptomes of germinal zones of human and mouse fetal neocortex suggest a role of extracellular matrix in progenitor self-renewal. Proc. Natl. Acad. Sci. U. S. A, 109, 11836
  12. 2022, Patterning of brain organoids derived from human pluripotent stem cells, Curr. Opin. Neurobiol, 74, 102536, 10.1016/j.conb.2022.102536 · DOI
  13. 10.1016/j.cell.2021.10.003 · DOI
  14. 2021, Brain organoids: an ensemble of bioassays to investigate human neurodevelopment and disease, Cell Death Differ, 28, 52, 10.1038/s41418-020-0566-4 · DOI
  15. 10.1038/s41586-019-1289-x · DOI · Paper page
  16. 10.1038/nmeth.3415 · DOI · Paper page
  17. 10.1038/s41586-019-1146-y · DOI · Paper page
  18. 2021, Human neural tube morphogenesis in vitro by geometric constraints, Nature, 599, 268, 10.1038/s41586-021-04026-9 · DOI · Paper page
  19. 2022, Lineage recording in human cerebral organoids. Nat, Methods, 19, 90
  20. 10.1038/nprot.2014.158 · DOI · Paper page
  21. 10.1091/mbc.E17-03-0209 · DOI · Paper page
  22. 10.1098/rsob.180216 · DOI
  23. 10.1002/jnr.21273 · DOI · Paper page
  24. 10.1016/S0006-3495(99)76911-0 · DOI · Paper page
  25. EmbedSeg: Embedding-based Instance Segmentation for Biomedical Microscopy Data, 2022, Med. Image Anal, 81, 102523, 10.1016/j.media.2022.102523 · DOI
  26. 10.1038/nbt.4314 · DOI · Paper page
  27. 2019, PAGA: graph abstraction reconciles clustering with trajectory inference through a topology preserving map of single cells, Genome Biol, 20, 59, 10.1186/s13059-019-1663-x · DOI · Paper page
  28. 10.1101/2022.10.24.513487 · DOI
  29. Soldatov, R. et al. Spatiotemporal structure of cell fate decisions in murine neural crest. Science 364, (2019). · DOI · Paper page
  30. 10.1016/j.cell.2009.11.035 · DOI
  31. 2012, Wnt signaling in vertebrate neural development and function. J. Neuroimmune Pharmacol, 7, 774
  32. 2021, Yap Promotes Noncanonical Wnt Signals From Cardiomyocytes for Heart Regeneration. Circ. Res, 129, 782
  33. 10.1016/j.devcel.2019.01.017 · DOI · Paper page
  34. 2020, YAP-mediated crosstalk between the Wnt and Hippo signaling pathways (Review). Mol. Med. Rep, 22, 4101
  35. 2021, YAP-dependent proliferation by a small molecule targeting annexin A2, Nat. Chem. Biol, 17, 767, 10.1038/s41589-021-00755-0 · DOI
  36. 10.1038/nmeth.4344 · DOI
  37. Icha, J. , Weber, M. , Waters, J. C. & Norden, C. Phototoxicity in live fluorescence microscopy, and how to avoid it. Bioessays 39, (2017). · DOI
  38. 10.1016/j.cell.2019.05.052 · DOI
  39. 2020, Modeling neural tube development by differentiation of human embryonic stem cells in a microfluidic WNT gradient, Nat. Biotechnol, 38, 1265, 10.1038/s41587-020-0525-0 · DOI
  40. 10.1038/nmeth.2019 · DOI · Paper page
  41. 2015, BigDataViewer: visualization and processing for large image data sets. Nat, Methods, 12, 481
  42. 10.1038/s41467-019-09982-5 · DOI · Paper page
  43. 2023, Analyzing the Genome-Wide Distribution of Histone Marks by CUT&Tag in Drosophila Embryos. Methods, Mol. Biol, 2655, 1
  44. 10.1038/nmeth.1923 · DOI · Paper page
  45. 10.1093/nar/gkw257 · DOI · Paper page
  46. Wahle, P. et al. Multimodal spatiotemporal phenotyping of human retinal organoid development. Nat. Biotechnol. 1–11 (2023). · DOI
  47. 10.1016/j.cell.2019.05.031 · DOI · Paper page
  48. 10.1186/s13059-020-02147-4 · DOI
  49. Krull, A. , Buchholz, T.-O. & Jug, F. Noise2Void learning denoising from single noisy images. arXiv [cs.CV] 2129–2137 (2018). · DOI
  50. 10.1038/s41592-019-0686-2 · DOI · Paper page
  51. 10.1038/s41467-021-27838-9 · DOI · Paper page
  52. 2010, elastix: a toolbox for intensity-based medical image registration. IEEE Trans. Med, Imaging, 29, 196, 10.1109/TMI.2009.2035616 · DOI · Paper page
  53. 2013, Fast parallel image registration on CPU and GPU for diagnostic classification of Alzheimer’s disease. Front. Neuroinform, 7, 50
  54. 10.1093/bioinformatics/btx180 · DOI
  55. 10.7717/peerj.453 · DOI
  56. 2010, A lightweight approach to repairing digitized polygon meshes. Vis. Comput, 26, 1393
  57. Arzt, M. et al. LABKIT: Labeling and Segmentation Toolkit for Big Image Data. Frontiers in Computer Science 4, (2022). · DOI
  58. 10.1186/s13059-017-1382-0 · DOI · Paper page

Metadata

Authors
Jain, A., Gut, G., Sanchis-Calleja, F., Okamoto, R., Streib, S., He, Z., Zenk, F., Santel, M., Seimiya, M., Holtackers, R., Jansen, S. M. J., Camp, J. G., & Treutlein, B.
Affiliations
  • ETH Zurich (CH)
  • F. Hoffmann-La Roche AG (CH)
Corresponding author
  • Jain, Akanksha
  • Treutlein, Barbara
Venue
Nature
Publisher
openRxiv
Published
2023-08-22
Volume
644
Issue
8078
Pages
1010-1019
ISSN
0028-0836 (ISSN-L)
OpenAlex
W4411413694
Cited by
73
References
1
Citations by year
2026: 33 · 2025: 31 · 2024: 7 · 2023: 2
FWCI
23.82
Type
journal article
Language
en
Open access
Licence
cc-by
Locations
  • Nature (publishedVersion, cc-by)
  • bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion, cc-by-nc-nd)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • Infoscience (Ecole Polytechnique Fédérale de Lausanne) (submittedVersion)
Funders
  • National Science Foundation
  • Silicon Valley Community Foundation
  • Children’s Hospital of Wisconsin Research Institute
  • Murdoch Children's Research Institute
  • Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung (192604, 310030)
  • Murdoch University
  • Eidgenössische Technische Hochschule Zürich
  • National Center of Competence in Research Chemical Biology
Topics
  • Life Sciences › Neuroscience › Developmental Neuroscience › Neurogenesis and neuroplasticity mechanisms
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Developmental Biology and Gene Regulation
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Pluripotent Stem Cells Research
Keywords
brain organoids, human brain development, morphodynamics, induced pluripotent stem cells, light-sheet microscopy, neuroepithelium, brain regionalization, extracellular matrix, mechanosensing, Wnt signaling, Hippo signaling pathway, YAP, neural crest, cell morphometry, cell alignment
MeSH terms
YAP-Signaling Proteins, Brain, Extracellular Matrix, Humans, Morphogenesis, Neural Crest, Organoids, Telencephalon, Adaptor Proteins, Signal Transducing, Induced Pluripotent Stem Cells, Single-Cell Analysis

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