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Cross-site reproducibility of human cortical organoids reveals consistent cell type composition and architecture
BACKGROUND: Reproducibility of human cortical organoid (hCO) phenotypes remains a concern for modeling neurodevelopmental disorders. While guided hCO protocols reproducibly generate cortical cell types in multiple cell lines at one site, variability across sites using a harmonized protocol has not y...
Autores principales: | , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cold Spring Harbor Laboratory
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10402155/ https://www.ncbi.nlm.nih.gov/pubmed/37546772 http://dx.doi.org/10.1101/2023.07.28.550873 |
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author | Glass, Madison R Waxman, Elisa A. Yamashita, Satoshi Lafferty, Michael Beltran, Alvaro Farah, Tala Patel, Niyanta K Matoba, Nana Ahmed, Sara Srivastava, Mary Drake, Emma Davis, Liam T. Yeturi, Meghana Sun, Kexin Love, Michael I. Hashimoto-Torii, Kazue French, Deborah L. Stein, Jason L. |
author_facet | Glass, Madison R Waxman, Elisa A. Yamashita, Satoshi Lafferty, Michael Beltran, Alvaro Farah, Tala Patel, Niyanta K Matoba, Nana Ahmed, Sara Srivastava, Mary Drake, Emma Davis, Liam T. Yeturi, Meghana Sun, Kexin Love, Michael I. Hashimoto-Torii, Kazue French, Deborah L. Stein, Jason L. |
author_sort | Glass, Madison R |
collection | PubMed |
description | BACKGROUND: Reproducibility of human cortical organoid (hCO) phenotypes remains a concern for modeling neurodevelopmental disorders. While guided hCO protocols reproducibly generate cortical cell types in multiple cell lines at one site, variability across sites using a harmonized protocol has not yet been evaluated. We present an hCO cross-site reproducibility study examining multiple phenotypes. METHODS: Three independent research groups generated hCOs from one induced pluripotent stem cell (iPSC) line using a harmonized miniaturized spinning bioreactor protocol. scRNA-seq, 3D fluorescent imaging, phase contrast imaging, qPCR, and flow cytometry were used to characterize the 3 month differentiations across sites. RESULTS: In all sites, hCOs were mostly cortical progenitor and neuronal cell types in reproducible proportions with moderate to high fidelity to the in vivo brain that were consistently organized in cortical wall-like buds. Cross-site differences were detected in hCO size and morphology. Differential gene expression showed differences in metabolism and cellular stress across sites. Although iPSC culture conditions were consistent and iPSCs remained undifferentiated, primed stem cell marker expression prior to differentiation correlated with cell type proportions in hCOs. CONCLUSIONS: We identified hCO phenotypes that are reproducible across sites using a harmonized differentiation protocol. Previously described limitations of hCO models were also reproduced including off-target differentiations, necrotic cores, and cellular stress. Improving our understanding of how stem cell states influence early hCO cell types may increase reliability of hCO differentiations. Cross-site reproducibility of hCO cell type proportions and organization lays the foundation for future collaborative prospective meta-analytic studies modeling neurodevelopmental disorders in hCOs. |
format | Online Article Text |
id | pubmed-10402155 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Cold Spring Harbor Laboratory |
record_format | MEDLINE/PubMed |
spelling | pubmed-104021552023-08-05 Cross-site reproducibility of human cortical organoids reveals consistent cell type composition and architecture Glass, Madison R Waxman, Elisa A. Yamashita, Satoshi Lafferty, Michael Beltran, Alvaro Farah, Tala Patel, Niyanta K Matoba, Nana Ahmed, Sara Srivastava, Mary Drake, Emma Davis, Liam T. Yeturi, Meghana Sun, Kexin Love, Michael I. Hashimoto-Torii, Kazue French, Deborah L. Stein, Jason L. bioRxiv Article BACKGROUND: Reproducibility of human cortical organoid (hCO) phenotypes remains a concern for modeling neurodevelopmental disorders. While guided hCO protocols reproducibly generate cortical cell types in multiple cell lines at one site, variability across sites using a harmonized protocol has not yet been evaluated. We present an hCO cross-site reproducibility study examining multiple phenotypes. METHODS: Three independent research groups generated hCOs from one induced pluripotent stem cell (iPSC) line using a harmonized miniaturized spinning bioreactor protocol. scRNA-seq, 3D fluorescent imaging, phase contrast imaging, qPCR, and flow cytometry were used to characterize the 3 month differentiations across sites. RESULTS: In all sites, hCOs were mostly cortical progenitor and neuronal cell types in reproducible proportions with moderate to high fidelity to the in vivo brain that were consistently organized in cortical wall-like buds. Cross-site differences were detected in hCO size and morphology. Differential gene expression showed differences in metabolism and cellular stress across sites. Although iPSC culture conditions were consistent and iPSCs remained undifferentiated, primed stem cell marker expression prior to differentiation correlated with cell type proportions in hCOs. CONCLUSIONS: We identified hCO phenotypes that are reproducible across sites using a harmonized differentiation protocol. Previously described limitations of hCO models were also reproduced including off-target differentiations, necrotic cores, and cellular stress. Improving our understanding of how stem cell states influence early hCO cell types may increase reliability of hCO differentiations. Cross-site reproducibility of hCO cell type proportions and organization lays the foundation for future collaborative prospective meta-analytic studies modeling neurodevelopmental disorders in hCOs. Cold Spring Harbor Laboratory 2023-07-29 /pmc/articles/PMC10402155/ /pubmed/37546772 http://dx.doi.org/10.1101/2023.07.28.550873 Text en https://creativecommons.org/licenses/by/4.0/This work is licensed under a Creative Commons Attribution 4.0 International License (https://creativecommons.org/licenses/by/4.0/) , which allows reusers to distribute, remix, adapt, and build upon the material in any medium or format, so long as attribution is given to the creator. The license allows for commercial use. |
spellingShingle | Article Glass, Madison R Waxman, Elisa A. Yamashita, Satoshi Lafferty, Michael Beltran, Alvaro Farah, Tala Patel, Niyanta K Matoba, Nana Ahmed, Sara Srivastava, Mary Drake, Emma Davis, Liam T. Yeturi, Meghana Sun, Kexin Love, Michael I. Hashimoto-Torii, Kazue French, Deborah L. Stein, Jason L. Cross-site reproducibility of human cortical organoids reveals consistent cell type composition and architecture |
title | Cross-site reproducibility of human cortical organoids reveals consistent cell type composition and architecture |
title_full | Cross-site reproducibility of human cortical organoids reveals consistent cell type composition and architecture |
title_fullStr | Cross-site reproducibility of human cortical organoids reveals consistent cell type composition and architecture |
title_full_unstemmed | Cross-site reproducibility of human cortical organoids reveals consistent cell type composition and architecture |
title_short | Cross-site reproducibility of human cortical organoids reveals consistent cell type composition and architecture |
title_sort | cross-site reproducibility of human cortical organoids reveals consistent cell type composition and architecture |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10402155/ https://www.ncbi.nlm.nih.gov/pubmed/37546772 http://dx.doi.org/10.1101/2023.07.28.550873 |
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