The DOI matches its Crossref record; 1 of the 1 references it cites were found in a registry or an index.
Morphodynamics of human early brain organoid development
Open accessPreprint — 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.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Integrated intracellular organization and its variations in human iPS cells
Viana, M. P., Chen, J., Knijnenburg, T. A., Vasan, R., Yan, C., Arakaki, J. E., Bailey, M., Berry, B., Borensztejn, A., Brown, E. M., et al. (2023) · Nature · doi:10.1038/s41586-022-05563-7 · Cited by 132
Flagged first, then by citations
Research works printed but not linked: 58
- 10.1038/nature12517 · DOI · Paper page
- 2015, Human cerebral organoids recapitulate gene expression programs of fetal neocortex development. Proc. Natl. Acad. Sci. U. S. A, 112, 15672
- Fleck, J. S. et al. Inferring and perturbing cell fate regulomes in human brain organoids. Nature 1–8 (2022). · DOI · Paper page
- 10.1038/nature11859 · DOI
- 10.15252/embj.201694700 · DOI · Paper page
- 10.1038/nprot.2011.429 · DOI
- 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
- 10.1038/s41586-019-1654-9 · DOI · Paper page
- 2022, The Role of the Extracellular Matrix in Neural Progenitor Cell Proliferation and Cortical Folding During Human Neocortex Development. Front. Cell. Neurosci, 15, 804649
- 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
- 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
- 2022, Patterning of brain organoids derived from human pluripotent stem cells, Curr. Opin. Neurobiol, 74, 102536, 10.1016/j.conb.2022.102536 · DOI
- 10.1016/j.cell.2021.10.003 · DOI
- 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
- 10.1038/s41586-019-1289-x · DOI · Paper page
- 10.1038/nmeth.3415 · DOI · Paper page
- 10.1038/s41586-019-1146-y · DOI · Paper page
- 2021, Human neural tube morphogenesis in vitro by geometric constraints, Nature, 599, 268, 10.1038/s41586-021-04026-9 · DOI · Paper page
- 2022, Lineage recording in human cerebral organoids. Nat, Methods, 19, 90
- 10.1038/nprot.2014.158 · DOI · Paper page
- 10.1091/mbc.E17-03-0209 · DOI · Paper page
- 10.1098/rsob.180216 · DOI
- 10.1002/jnr.21273 · DOI · Paper page
- 10.1016/S0006-3495(99)76911-0 · DOI · Paper page
- EmbedSeg: Embedding-based Instance Segmentation for Biomedical Microscopy Data, 2022, Med. Image Anal, 81, 102523, 10.1016/j.media.2022.102523 · DOI
- 10.1038/nbt.4314 · DOI · Paper page
- 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
- 10.1101/2022.10.24.513487 · DOI
- Soldatov, R. et al. Spatiotemporal structure of cell fate decisions in murine neural crest. Science 364, (2019). · DOI · Paper page
- 10.1016/j.cell.2009.11.035 · DOI
- 2012, Wnt signaling in vertebrate neural development and function. J. Neuroimmune Pharmacol, 7, 774
- 2021, Yap Promotes Noncanonical Wnt Signals From Cardiomyocytes for Heart Regeneration. Circ. Res, 129, 782
- 10.1016/j.devcel.2019.01.017 · DOI · Paper page
- 2020, YAP-mediated crosstalk between the Wnt and Hippo signaling pathways (Review). Mol. Med. Rep, 22, 4101
- 2021, YAP-dependent proliferation by a small molecule targeting annexin A2, Nat. Chem. Biol, 17, 767, 10.1038/s41589-021-00755-0 · DOI
- 10.1038/nmeth.4344 · DOI
- Icha, J. , Weber, M. , Waters, J. C. & Norden, C. Phototoxicity in live fluorescence microscopy, and how to avoid it. Bioessays 39, (2017). · DOI
- 10.1016/j.cell.2019.05.052 · DOI
- 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
- 10.1038/nmeth.2019 · DOI · Paper page
- 2015, BigDataViewer: visualization and processing for large image data sets. Nat, Methods, 12, 481
- 10.1038/s41467-019-09982-5 · DOI · Paper page
- 2023, Analyzing the Genome-Wide Distribution of Histone Marks by CUT&Tag in Drosophila Embryos. Methods, Mol. Biol, 2655, 1
- 10.1038/nmeth.1923 · DOI · Paper page
- 10.1093/nar/gkw257 · DOI · Paper page
- Wahle, P. et al. Multimodal spatiotemporal phenotyping of human retinal organoid development. Nat. Biotechnol. 1–11 (2023). · DOI
- 10.1016/j.cell.2019.05.031 · DOI · Paper page
- 10.1186/s13059-020-02147-4 · DOI
- Krull, A. , Buchholz, T.-O. & Jug, F. Noise2Void learning denoising from single noisy images. arXiv [cs.CV] 2129–2137 (2018). · DOI
- 10.1038/s41592-019-0686-2 · DOI · Paper page
- 10.1038/s41467-021-27838-9 · DOI · Paper page
- 2010, elastix: a toolbox for intensity-based medical image registration. IEEE Trans. Med, Imaging, 29, 196, 10.1109/TMI.2009.2035616 · DOI · Paper page
- 2013, Fast parallel image registration on CPU and GPU for diagnostic classification of Alzheimer’s disease. Front. Neuroinform, 7, 50
- 10.1093/bioinformatics/btx180 · DOI
- 10.7717/peerj.453 · DOI
- 2010, A lightweight approach to repairing digitized polygon meshes. Vis. Comput, 26, 1393
- Arzt, M. et al. LABKIT: Labeling and Segmentation Toolkit for Big Image Data. Frontiers in Computer Science 4, (2022). · DOI
- 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
- ORCID
- Venue
- Nature
- Publisher
- openRxiv
- Published
- 2023-08-22
- Volume
- 644
- Issue
- 8078
- Pages
- 1010-1019
- ISSN
- 0028-0836 (ISSN-L)
- PMC
- PMC12390842
- 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
- hybrid
- doi.org
- 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
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review