Kim Wan K, Bolser Dan M, Park Jong H
MRC Rosalind Franklin Centre for Genome Research, Hinxton, Cambridge CB10 1SB, UK.
Bioinformatics. 2004 May 1;20(7):1138-50. doi: 10.1093/bioinformatics/bth053. Epub 2004 Feb 5.
Interacting pairs of proteins should co-evolve to maintain functional and structural complementarity. Consequently, such a pair of protein families shows similarity between their phylogenetic trees. Although the tendency of co-evolution has been known for various ligand-receptor pairs, it has not been studied systematically in the widest possible scope. We investigated the degree of co-evolution for more than 900 family pairs in a global protein structural interactome map (PSIMAP--a map of all the structural domain-domain interactions in the PDB).
There was significant correlation in 45% of the total SCOPs Family level pairs, rising to 78% in 454 reliable family interactions. Expectedly, the intra-molecular interactions between protein families showed stronger co-evolution than inter-molecular interactions. However, both types of interaction have a fundamentally similar pattern of co-evolution except for cases where different interfaces are involved. These results validate the use of co-evolution analysis with predictive methods such as PSIMAP to improve the accuracy of prediction based on "homologous interaction". The tendency of co-evolution enabled a nearly 5-fold enrichment in the identification of true interactions among the potential interlogues in PSIMAP. The estimated sensitivity was 79.2%, and the specificity was 78.6%.
The results of co-evolution analysis are available online at http://www.biointeraction.org
相互作用的蛋白质对应共同进化以维持功能和结构互补性。因此,这样的一对蛋白质家族在其系统发育树之间表现出相似性。尽管各种配体 - 受体对的共同进化趋势已为人所知,但尚未在尽可能广泛的范围内进行系统研究。我们在全球蛋白质结构相互作用组图谱(PSIMAP——PDB中所有结构域 - 结构域相互作用的图谱)中研究了900多个家族对的共同进化程度。
在所有SCOPs家族水平对中,45%存在显著相关性,在454个可靠的家族相互作用中这一比例升至78%。不出所料,蛋白质家族之间的分子内相互作用比分子间相互作用表现出更强的共同进化。然而,除了涉及不同界面的情况外,这两种相互作用类型具有基本相似的共同进化模式。这些结果验证了将共同进化分析与PSIMAP等预测方法结合使用,以提高基于“同源相互作用”的预测准确性。共同进化趋势使得在PSIMAP中潜在相互作用物之间真实相互作用的识别中富集了近5倍。估计灵敏度为79.2%,特异性为78.6%。
共同进化分析的结果可在http://www.biointeraction.org在线获取