Gunsalus Kristin C, Ge Hui, Schetter Aaron J, Goldberg Debra S, Han Jing-Dong J, Hao Tong, Berriz Gabriel F, Bertin Nicolas, Huang Jerry, Chuang Ling-Shiang, Li Ning, Mani Ramamurthy, Hyman Anthony A, Sönnichsen Birte, Echeverri Christophe J, Roth Frederick P, Vidal Marc, Piano Fabio
Center for Comparative Functional Genomics, Department of Biology, New York University, New York, New York 10003, USA.
Nature. 2005 Aug 11;436(7052):861-5. doi: 10.1038/nature03876.
Although numerous fundamental aspects of development have been uncovered through the study of individual genes and proteins, system-level models are still missing for most developmental processes. The first two cell divisions of Caenorhabditis elegans embryogenesis constitute an ideal test bed for a system-level approach. Early embryogenesis, including processes such as cell division and establishment of cellular polarity, is readily amenable to large-scale functional analysis. A first step toward a system-level understanding is to provide 'first-draft' models both of the molecular assemblies involved and of the functional connections between them. Here we show that such models can be derived from an integrated gene/protein network generated from three different types of functional relationship: protein interaction, expression profiling similarity and phenotypic profiling similarity, as estimated from detailed early embryonic RNA interference phenotypes systematically recorded for hundreds of early embryogenesis genes. The topology of the integrated network suggests that C. elegans early embryogenesis is achieved through coordination of a limited set of molecular machines. We assessed the overall predictive value of such molecular machine models by dynamic localization of ten previously uncharacterized proteins within the living embryo.
尽管通过对单个基因和蛋白质的研究已经揭示了发育的许多基本方面,但大多数发育过程仍缺乏系统水平的模型。秀丽隐杆线虫胚胎发生的前两次细胞分裂构成了系统水平方法的理想试验台。早期胚胎发生,包括细胞分裂和细胞极性建立等过程,很容易进行大规模功能分析。迈向系统水平理解的第一步是提供所涉及分子组装及其之间功能连接的“初稿”模型。在这里,我们表明,这些模型可以从由三种不同类型功能关系生成的整合基因/蛋白质网络中推导出来:蛋白质相互作用、表达谱相似性和表型谱相似性,这些是根据系统记录的数百个早期胚胎发生基因的详细早期胚胎RNA干扰表型估计得出的。整合网络的拓扑结构表明,秀丽隐杆线虫早期胚胎发生是通过一组有限的分子机器的协调实现的。我们通过在活胚胎中对十种先前未表征的蛋白质进行动态定位,评估了此类分子机器模型的整体预测价值。