Deciphering brain organoid heterogeneity by identifying key quality determinants.

IF 5.1 1区 生物学 Q1 BIOLOGY
Tom Boerstler, Daniil Kachkin, Elizaveta Gerasimova, Naime Zagha, Federica Furlanetto, Negar Nayebzade, Luke Zappia, Michelle Boisvert, Michaela Farrell, Sonja Ploetz, Iryna Prots, Martin Regensburger, Claudia Günther, Juergen Winkler, Pooja Gupta, Fabian Theis, Marisa Karow, Sven Falk, Beate Winner, Florian Krach
{"title":"Deciphering brain organoid heterogeneity by identifying key quality determinants.","authors":"Tom Boerstler, Daniil Kachkin, Elizaveta Gerasimova, Naime Zagha, Federica Furlanetto, Negar Nayebzade, Luke Zappia, Michelle Boisvert, Michaela Farrell, Sonja Ploetz, Iryna Prots, Martin Regensburger, Claudia Günther, Juergen Winkler, Pooja Gupta, Fabian Theis, Marisa Karow, Sven Falk, Beate Winner, Florian Krach","doi":"10.1038/s42003-025-08855-6","DOIUrl":null,"url":null,"abstract":"<p><p>Brain organoids derived from human pluripotent stem cells (hPSCs) hold immense potential for modeling neurodevelopmental processes and disorders. However, their experimental variability and undefined organoid selection criteria for analysis hinder reproducibility. As part of the Bavarian ForInter consortium, we generated 72 brain organoids from distinct hPSC lines. We conducted a comprehensive analysis of their morphological and cellular characteristics at an early stage of their development. In our assessment, the Feret diameter emerged as a reliable, single parameter that characterizes brain organoid quality. Transcriptomic analysis of our organoid identified the abundance of unintended mesodermal differentiation as a major confounder of unguided brain organoid differentiation, correlating with Feret diameter. High-quality organoids consistently displayed a lower presence of mesenchymal cells. These findings provide a framework for enhancing brain organoid standardization and reproducibility, underscoring the need for morphological quality controls and considering the influence of mesenchymal cells on organoid-based modeling.</p>","PeriodicalId":10552,"journal":{"name":"Communications Biology","volume":"8 1","pages":"1412"},"PeriodicalIF":5.1000,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12488937/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Communications Biology","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.1038/s42003-025-08855-6","RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BIOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Brain organoids derived from human pluripotent stem cells (hPSCs) hold immense potential for modeling neurodevelopmental processes and disorders. However, their experimental variability and undefined organoid selection criteria for analysis hinder reproducibility. As part of the Bavarian ForInter consortium, we generated 72 brain organoids from distinct hPSC lines. We conducted a comprehensive analysis of their morphological and cellular characteristics at an early stage of their development. In our assessment, the Feret diameter emerged as a reliable, single parameter that characterizes brain organoid quality. Transcriptomic analysis of our organoid identified the abundance of unintended mesodermal differentiation as a major confounder of unguided brain organoid differentiation, correlating with Feret diameter. High-quality organoids consistently displayed a lower presence of mesenchymal cells. These findings provide a framework for enhancing brain organoid standardization and reproducibility, underscoring the need for morphological quality controls and considering the influence of mesenchymal cells on organoid-based modeling.

通过识别关键质量决定因素解读脑类器官异质性。
来源于人类多能干细胞(hPSCs)的脑类器官在模拟神经发育过程和疾病方面具有巨大的潜力。然而,它们的实验可变性和未定义的类器官选择标准阻碍了分析的可重复性。作为巴伐利亚ForInter联盟的一部分,我们从不同的hPSC系中产生了72个脑类器官。我们对其发育早期的形态和细胞特征进行了全面的分析。在我们的评估中,Feret直径成为表征脑类器官质量的可靠的单一参数。我们的类器官转录组学分析发现,大量非预期的中胚层分化是非引导脑类器官分化的主要混杂因素,与Feret直径相关。高质量的类器官始终显示出较低的间充质细胞。这些发现为加强脑类器官标准化和可重复性提供了一个框架,强调了形态学质量控制的必要性,并考虑了间充质细胞对类器官建模的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Communications Biology
Communications Biology Medicine-Medicine (miscellaneous)
CiteScore
8.60
自引率
1.70%
发文量
1233
审稿时长
13 weeks
期刊介绍: Communications Biology is an open access journal from Nature Research publishing high-quality research, reviews and commentary in all areas of the biological sciences. Research papers published by the journal represent significant advances bringing new biological insight to a specialized area of research.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信