Kim Philip M, Korbel Jan O, Gerstein Mark B
Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT 06520, USA.
Proc Natl Acad Sci U S A. 2007 Dec 18;104(51):20274-9. doi: 10.1073/pnas.0710183104. Epub 2007 Dec 12.
Because of recent advances in genotyping and sequencing, human genetic variation and adaptive evolution in the primate lineage have become major research foci. Here, we examine the relationship between genetic signatures of adaptive evolution and network topology. We find a striking tendency of proteins that have been under positive selection (as compared with the chimpanzee) to be located at the periphery of the interaction network. Our results are based on the analysis of two types of genome evolution, both in terms of intra- and interspecies variation. First, we looked at single-nucleotide polymorphisms and their fixed variants, single-nucleotide differences in the human genome relative to the chimpanzee. Second, we examine fixed structural variants, specifically large segmental duplications and their polymorphic precursors known as copy number variants. We propose two complementary mechanisms that lead to the observed trends. First, we can rationalize them in terms of constraints imposed by protein structure: We find that positively selected sites are preferentially located on the exposed surface of proteins. Because central network proteins (hubs) are likely to have a larger fraction of their surface involved in interactions, they tend to be constrained and under negative selection. Conversely, we show that the interaction network roughly maps to cellular organization, with the periphery of the network corresponding to the cellular periphery (i.e., extracellular space or cell membrane). This suggests that the observed positive selection at the network periphery may be due to an increase of adaptive events on the cellular periphery responding to changing environments.
由于基因分型和测序技术的最新进展,灵长类谱系中的人类遗传变异和适应性进化已成为主要研究焦点。在这里,我们研究适应性进化的遗传特征与网络拓扑结构之间的关系。我们发现,与黑猩猩相比,受到正选择的蛋白质有显著倾向定位于相互作用网络的外围。我们的结果基于对两种类型基因组进化的分析,包括种内和种间变异。首先,我们研究了单核苷酸多态性及其固定变体,即人类基因组相对于黑猩猩的单核苷酸差异。其次,我们研究了固定结构变体,特别是大片段重复及其多态性前体,即拷贝数变体。我们提出了两种互补机制来解释观察到的趋势。首先,我们可以从蛋白质结构所施加的限制角度进行合理化解释:我们发现正选择位点优先位于蛋白质的暴露表面。由于网络中心蛋白质(枢纽蛋白)的表面可能有更大比例参与相互作用,它们往往受到限制并处于负选择之下。相反,我们表明相互作用网络大致映射到细胞组织,网络的外围对应于细胞外围(即细胞外空间或细胞膜)。这表明在网络外围观察到的正选择可能是由于细胞外围对不断变化的环境做出反应的适应性事件增加所致。