Department of Electronic Engineering, City University of Hong Kong, China.
Department of Biology, Hong Kong Baptist University, China.
Genetics. 2018 May;209(1):37-49. doi: 10.1534/genetics.118.300820. Epub 2018 Mar 22.
Intercellular signaling interactions play a key role in breaking fate symmetry during animal development. Identification of signaling interactions at cellular resolution is technically challenging, especially in a developing embryo. Here, we develop a platform that allows automated inference and validation of signaling interactions for every cell cycle of embryogenesis. This is achieved by the generation of a systems-level cell contact map, which consists of 1114 highly confident intercellular contacts, by modeling analysis and is validated through cell membrane labeling coupled with cell lineage analysis. We apply the map to identify cell pairs between which a Notch signaling interaction takes place. By generating expression patterns for two ligands and two receptors of the Notch signaling pathway with cellular resolution using the automated expression profiling technique, we are able to refine existing and identify novel Notch interactions during embryogenesis. Targeted cell ablation followed by cell lineage analysis demonstrates the roles of signaling interactions during cell division in breaking fate symmetry. Finally, we describe the development of a website that allows online access to the cell-cell contact map for mapping of other signaling interactions by the community. The platform can be adapted to establish cellular interactions from any other signaling pathway.
细胞间信号交互在打破动物发育过程中的命运对称性方面起着关键作用。在细胞分辨率下识别信号交互作用在技术上具有挑战性,特别是在发育中的胚胎中。在这里,我们开发了一个平台,允许对胚胎发生的每个细胞周期进行信号交互作用的自动推断和验证。这是通过生成系统级细胞接触图来实现的,该图由通过建模分析生成的 1114 个高度可信的细胞间接触组成,并通过细胞膜标记和细胞谱系分析进行验证。我们应用该图谱来识别 Notch 信号通路发生作用的细胞对。通过使用自动表达分析技术以细胞分辨率生成 Notch 信号通路的两个配体和两个受体的表达模式,我们能够细化现有的和识别新的 Notch 相互作用在胚胎发生过程中。靶向细胞消融后进行细胞谱系分析表明,信号相互作用在细胞分裂过程中在打破命运对称性方面的作用。最后,我们描述了一个网站的开发,该网站允许在线访问细胞-细胞接触图,以便社区映射其他信号相互作用。该平台可以适应于建立来自任何其他信号通路的细胞相互作用。