Keskin Ozlem, Tsai Chung-Jung, Wolfson Haim, Nussinov Ruth
NCI-Frederick, Building 469, Room 151, Frederick, MD 21702, USA.
Protein Sci. 2004 Apr;13(4):1043-55. doi: 10.1110/ps.03484604.
Here, we present a diverse, structurally nonredundant data set of two-chain protein-protein interfaces derived from the PDB. Using a sequence order-independent structural comparison algorithm and hierarchical clustering, 3799 interface clusters are obtained. These yield 103 clusters with at least five nonhomologous members. We divide the clusters into three types. In Type I clusters, the global structures of the chains from which the interfaces are derived are also similar. This cluster type is expected because, in general, related proteins associate in similar ways. In Type II, the interfaces are similar; however, remarkably, the overall structures and functions of the chains are different. The functional spectrum is broad, from enzymes/inhibitors to immunoglobulins and toxins. The fact that structurally different monomers associate in similar ways, suggests "good" binding architectures. This observation extends a paradigm in protein science: It has been well known that proteins with similar structures may have different functions. Here, we show that it extends to interfaces. In Type III clusters, only one side of the interface is similar across the cluster. This structurally nonredundant data set provides rich data for studies of protein-protein interactions and recognition, cellular networks and drug design. In particular, it may be useful in addressing the difficult question of what are the favorable ways for proteins to interact. (The data set is available at http://protein3d.ncifcrf.gov/~keskino/ and http://home.ku.edu.tr/~okeskin/INTERFACE/INTERFACES.html.)
在此,我们展示了一个源自蛋白质数据银行(PDB)的由双链蛋白质 - 蛋白质界面组成的多样且结构上无冗余的数据集。使用一种与序列顺序无关的结构比较算法和层次聚类,获得了3799个界面簇。其中有103个簇至少包含五个非同源成员。我们将这些簇分为三种类型。在I型簇中,构成界面的链的整体结构也相似。这种簇类型在意料之中,因为一般来说,相关蛋白质以相似的方式结合。在II型簇中,界面相似;然而,值得注意的是,链的整体结构和功能是不同的。其功能范围很广,从酶/抑制剂到免疫球蛋白和毒素。结构不同的单体以相似方式结合这一事实表明存在“良好的”结合结构。这一观察结果扩展了蛋白质科学中的一个范例:众所周知,结构相似的蛋白质可能具有不同的功能。在此,我们表明这一现象也适用于界面。在III型簇中,整个簇中只有界面的一侧是相似的。这个结构上无冗余的数据集为蛋白质 - 蛋白质相互作用与识别、细胞网络和药物设计的研究提供了丰富的数据。特别是,它可能有助于解决蛋白质相互作用的有利方式这一难题。(该数据集可在http://protein3d.ncifcrf.gov/~keskino/和http://home.ku.edu.tr/~okeskin/INTERFACE/INTERFACES.html获取。)