Deeds Eric J, Ashenberg Orr, Gerardin Jaline, Shakhnovich Eugene I
Department of Systems Biology, Harvard Medical School, 200 Longwood Avenue, Warren Alpert #536, Boston, MA 02115, USA.
Proc Natl Acad Sci U S A. 2007 Sep 18;104(38):14952-7. doi: 10.1073/pnas.0702766104. Epub 2007 Sep 11.
The capacity of proteins to interact specifically with one another underlies our conceptual understanding of how living systems function. Systems-level study of specificity in protein-protein interactions is complicated by the fact that the cellular environment is crowded and heterogeneous; interaction pairs may exist at low relative concentrations and thus be presented with many more opportunities for promiscuous interactions compared with specific interaction possibilities. Here we address these questions by using a simple computational model that includes specifically designed interacting model proteins immersed in a mixture containing hundreds of different unrelated ones; all of them undergo simulated diffusion and interaction. We find that specific complexes are quite robust to interference from promiscuous interaction partners only in the range of temperatures T(design) > T > T(rand). At T > T(design), specific complexes become unstable, whereas at T < T(rand), formation of specific complexes is suppressed by promiscuous interactions. Specific interactions can form only if T(design) > T(rand). This condition requires an energy gap between binding energy in a specific complex and set of binding energies between randomly associating proteins, providing a general physical constraint on evolutionary selection or design of specific interacting protein interfaces. This work has implications for our understanding of how the protein repertoire functions and evolves within the context of cellular systems.
蛋白质之间特异性相互作用的能力是我们理解生命系统如何运作的概念基础。蛋白质 - 蛋白质相互作用特异性的系统层面研究因细胞环境拥挤且异质这一事实而变得复杂;相互作用对可能以低相对浓度存在,因此与特异性相互作用可能性相比,会有更多机会发生混杂相互作用。在这里,我们通过使用一个简单的计算模型来解决这些问题,该模型包括专门设计的相互作用模型蛋白,这些蛋白浸没在含有数百种不同无关蛋白的混合物中;所有蛋白都经历模拟扩散和相互作用。我们发现,仅在温度范围T(设计)>T>T(随机)内,特异性复合物对混杂相互作用伙伴的干扰相当稳健。在T>T(设计)时,特异性复合物变得不稳定,而在T<T(随机)时,特异性复合物的形成会被混杂相互作用抑制。只有当T(设计)>T(随机)时,特异性相互作用才能形成。这种情况要求特异性复合物中的结合能与随机结合蛋白之间的一组结合能之间存在能量差距,这为特异性相互作用蛋白界面的进化选择或设计提供了一个普遍的物理约束。这项工作对于我们理解蛋白质组在细胞系统背景下如何发挥功能和进化具有启示意义。