Brown Kevin R, Jurisica Igor
Department of Medical Biophysics, University of Toronto, Toronto, Canada M5G 1L7.
Genome Biol. 2007;8(5):R95. doi: 10.1186/gb-2007-8-5-r95.
Protein-protein interaction (PPI) networks have been transferred between organisms using interologs, allowing model organisms to supplement the interactomes of higher eukaryotes. However, the conservation of various network components has not been fully explored. Unequal conservation of certain network components may limit the ability to fully expand the target interactomes using interologs.
In this study, we transfer high quality human interactions to lower eukaryotes, and examine the evolutionary conservation of individual network components. When human proteins are mapped to yeast, we find a strong positive correlation (r = 0.50, P = 3.9 x 10(-4)) between evolutionary conservation and the number of interacting proteins, which is also found when mapped to other model organisms. Examining overlapping PPI networks, Gene Ontology (GO) terms, and gene expression data, we are able to demonstrate that protein complexes are conserved preferentially, compared to transient interactions in the network. Despite the preferential conservation of complexes, and the fact that the human interactome comprises an abundance of transient interactions, we demonstrate how transferring human PPIs to yeast augments this well-studied protein interaction network, using the coatomer complex and replisome as examples.
Human proteins, like yeast proteins, show a correlation between the number of interacting partners and evolutionary conservation. The preferential conservation of proteins with higher degree leads to enrichment in protein complexes when interactions are transferred between organisms using interologs.
蛋白质-蛋白质相互作用(PPI)网络已通过互作同源物在不同生物体之间进行转移,使得模式生物能够补充高等真核生物的相互作用组。然而,各种网络组件的保守性尚未得到充分探索。某些网络组件的不等保守性可能会限制利用互作同源物充分扩展目标相互作用组的能力。
在本研究中,我们将高质量的人类相互作用转移到低等真核生物中,并研究单个网络组件的进化保守性。当将人类蛋白质映射到酵母时,我们发现进化保守性与相互作用蛋白质的数量之间存在强正相关(r = 0.50,P = 3.9 x 10^(-4)),在映射到其他模式生物时也发现了这种相关性。通过检查重叠的PPI网络、基因本体(GO)术语和基因表达数据,我们能够证明与网络中的瞬时相互作用相比,蛋白质复合物优先保守。尽管复合物优先保守,并且人类相互作用组包含大量瞬时相互作用,但我们以COPII包被蛋白复合物和复制体为例,展示了将人类PPI转移到酵母中如何增强这个经过充分研究的蛋白质相互作用网络。
与酵母蛋白质一样,人类蛋白质在相互作用伙伴数量与进化保守性之间显示出相关性。当使用互作同源物在生物体之间转移相互作用时,具有较高连接度的蛋白质的优先保守性导致蛋白质复合物富集。