Aydinkal Rasim Murat, Bagci Elife Zerrin
Department of Bioengineering, Institute of Pure and Applied Sciences, Marmara University, Istanbul, Turkey.
Department of Biology, Tekirdag Namik Kemal University, Tekirdag, Turkey.
Proteins. 2018 Apr;86(4):434-438. doi: 10.1002/prot.25459. Epub 2018 Jan 30.
Intrinsically disordered proteins (IDPs)/regions do not have well-defined secondary and tertiary structures, however, they are functional and it is critical to gain a deep understanding of their residue packing. The shape distributions methodology, which is usually utilized in pattern recognition, clustering, and classification studies in computer science, may be adopted to study the residue packing of the proteins. In this study, shape distributions of the globular proteins and IDPs were obtained to shed light on the residue packing of their structures. The shape feature that was used is the sphericity of tetrahedra obtained by Delaunay Tessellation of points of Cα coordinates. Then the sphericity probability distributions were compared by using Principal Component Analysis. This computational structural study shows that the set of IDPs constitute a more diverse set than the set of globular proteins in terms of the geometrical properties of their network structures.
内在无序蛋白(IDPs)/区域没有明确的二级和三级结构,然而,它们具有功能,深入了解其残基堆积至关重要。形状分布方法通常用于计算机科学中的模式识别、聚类和分类研究,可用于研究蛋白质的残基堆积。在本研究中,获得了球状蛋白和内在无序蛋白的形状分布,以阐明其结构的残基堆积情况。所使用的形状特征是通过Cα坐标点的德劳内三角剖分得到的四面体的球度。然后使用主成分分析比较球度概率分布。这项计算结构研究表明,就其网络结构的几何性质而言,内在无序蛋白组比球状蛋白组构成了更多样化的集合。