McGill Centre for Bioinformatics, McGill University, Montréal, Québec, Canada.
PLoS One. 2010 May 13;5(5):e10624. doi: 10.1371/journal.pone.0010624.
The symptoms of numerous diseases result from genetic mutations that disrupt the homeostasis maintained by the appropriate integration of signaling gene activities. The relationships between signaling genes suggest avenues through which homeostasis can be restored and disease symptoms subsequently reduced. Specifically, disease symptoms caused by loss-of-function mutations in a particular gene may be reduced by concomitant perturbations in genes with antagonistic activities.
METHODOLOGY/PRINCIPAL FINDINGS: Here we use network-neighborhood analyses to predict genetic interactions in Caenorhabditis elegans towards mapping antagonisms and synergisms between genes in an animal model. Most of the predicted interactions are novel, and the experimental validation establishes that our approach provides a gain in accuracy compared to previous efforts. In particular, we identified genetic interactors of gdi-1, the orthologue of GDI1, a gene associated with mental retardation in human. Interestingly, some gdi-1 interactors have human orthologues with known neurological functions, and upon validation of the interactions in mammalian systems, these orthologues would be potential therapeutic targets for GDI1-associated neurological disorders. We also observed the conservation of a gdi-1 interaction between different cellular systems in C. elegans, suggesting the involvement of GDI1 in human muscle degeneration.
CONCLUSIONS/SIGNIFICANCE: We developed a novel predictor of genetic interactions that may have the ability to significantly streamline the identification of therapeutic targets for monogenic disorders involving genes conserved between human and C. elegans.
许多疾病的症状是由基因突变为信号基因活动的适当整合所维持的内稳态而导致的。信号基因之间的关系为恢复内稳态和随后减少疾病症状提供了途径。具体来说,特定基因的功能丧失突变引起的疾病症状可以通过具有拮抗活性的基因的伴随扰动来减轻。
方法/主要发现:在这里,我们使用网络邻域分析来预测秀丽隐杆线虫中的遗传相互作用,以映射动物模型中基因之间的拮抗作用和协同作用。预测的相互作用大多数是新颖的,实验验证表明,与以前的努力相比,我们的方法提供了准确性的提高。特别是,我们鉴定了 gdi-1 的遗传相互作用物,gdi-1 是与人类智力迟钝相关的 GDI1 基因的同源物。有趣的是,gdi-1 的一些相互作用物在人类中具有已知的神经功能的同源物,并且在哺乳动物系统中验证了相互作用后,这些同源物将成为与 GDI1 相关的神经紊乱的潜在治疗靶标。我们还观察到 gdi-1 在秀丽隐杆线虫不同细胞系统之间的相互作用的保守性,这表明 GDI1 参与了人类肌肉退化。
结论/意义:我们开发了一种新的遗传相互作用预测因子,它可能有能力显著简化涉及在人类和秀丽隐杆线虫之间保守的基因的单基因疾病治疗靶标的鉴定。