School of Neurobiology, Biochemistry and Biophysics, Tel Aviv University, Tel Aviv, Israel.
School of Neurobiology, Biochemistry and Biophysics, Tel Aviv University, Tel Aviv, Israel.
Dev Cell. 2024 Sep 9;59(17):2364-2374.e4. doi: 10.1016/j.devcel.2024.05.017. Epub 2024 Jun 4.
Embryonic development is highly robust. Morphogenetic variability between embryos (under ideal conditions) is largely quantitative. This robustness stands in contrast to in vitro embryo-like models, which, like most organoids, can display a high degree of tissue morphogenetic variability. The source of this difference is not fully understood. We use the mouse gastruloid model to study the morphogenetic progression of definitive endoderm (DE) and its divergence. We first catalog the different morphologies and characterize their statistics. We then learn predictive models for DE morphotype based on earlier expression and morphology measurements. Finally, we analyze these models to identify key drivers of morphotype variability and devise gastruloid-specific and global interventions that can lower this variability and steer morphotype choice. In the process, we identify two types of coordination lacking in the in vitro model but required for robust gut-tube formation. This approach can help improve the quality and usability of 3D embryo-like models.
胚胎发育具有高度的稳健性。胚胎之间的形态发生可变性(在理想条件下)主要是定量的。这种稳健性与体外胚胎样模型形成鲜明对比,大多数类器官与体外胚胎样模型一样,都可能表现出高度的组织形态发生可变性。造成这种差异的原因尚不完全清楚。我们使用小鼠原肠胚模型来研究原肠胚(DE)及其分化的形态发生进展。我们首先对不同的形态进行编目,并对其进行统计学特征描述。然后,我们根据早期的表达和形态测量数据,为 DE 形态类型学习预测模型。最后,我们分析这些模型,以确定形态可变性的关键驱动因素,并设计出原肠胚特异性和全局干预措施,以降低这种可变性并引导形态类型的选择。在这个过程中,我们确定了两种在体外模型中缺失但对稳健的肠管形成所必需的协调类型。这种方法可以帮助提高 3D 胚胎样模型的质量和可用性。