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
UNC Neuroscience Center, University of North Carolina at Chapel Hill, Chapel Hill, NC.
Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC.
bioRxiv. 2023 Jul 29:2023.07.28.550873. doi: 10.1101/2023.07.28.550873.
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.
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.
In all sites, hCOs were mostly cortical progenitor and neuronal cell types in reproducible proportions with moderate to high fidelity to the 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.
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.
人类皮质类器官(hCO)表型的可重复性仍是神经发育障碍建模中的一个问题。虽然有指导的hCO方案可在一个地点的多个细胞系中可重复地生成皮质细胞类型,但使用统一方案在不同地点之间的变异性尚未得到评估。我们开展了一项hCO跨地点可重复性研究,对多种表型进行检测。
三个独立的研究小组使用统一的小型旋转生物反应器方案,从一个诱导多能干细胞(iPSC)系中生成hCO。通过单细胞RNA测序(scRNA-seq)、三维荧光成像、相差成像、定量聚合酶链反应(qPCR)和流式细胞术对不同地点3个月的分化情况进行表征。
在所有地点,hCO大多为皮质祖细胞和神经元细胞类型,比例可重复,与大脑的相似度为中度到高度,且在皮质壁样芽中始终保持有序排列。在hCO的大小和形态方面检测到跨地点差异。差异基因表达显示不同地点在代谢和细胞应激方面存在差异。尽管iPSC培养条件一致且iPSC保持未分化状态,但分化前的多能干细胞标记物表达与hCO中的细胞类型比例相关。
我们确定了使用统一分化方案在不同地点可重复的hCO表型。hCO模型先前描述的局限性也再次出现,包括脱靶分化、坏死核心和细胞应激。增进我们对干细胞状态如何影响早期hCO细胞类型的理解,可能会提高hCO分化的可靠性。hCO细胞类型比例和组织的跨地点可重复性为未来在hCO中对神经发育障碍进行建模的合作前瞻性荟萃分析研究奠定了基础。