Center for Theoretical Biological Physics, Rice University, Houston, TX, USA.
Center for Theoretical Biological Physics, Department of Chemistry, Rice University, Houston, TX, USA.
Nat Commun. 2020 Nov 23;11(1):5944. doi: 10.1038/s41467-020-19560-9.
To function, biomolecules require sufficient specificity of interaction as well as stability to live in the cell while still being able to move. Thermodynamic stability of only a limited number of specific structures is important so as to prevent promiscuous interactions. The individual interactions in proteins, therefore, have evolved collectively to give funneled minimally frustrated landscapes but some strategic parts of biomolecular sequences located at specific sites in the structure have been selected to be frustrated in order to allow both motion and interaction with partners. We describe a framework efficiently to quantify and localize biomolecular frustration at atomic resolution by examining the statistics of the energy changes that occur when the local environment of a site is changed. The location of patches of highly frustrated interactions correlates with key biological locations needed for physiological function. At atomic resolution, it becomes possible to extend frustration analysis to protein-ligand complexes. At this resolution one sees that drug specificity is correlated with there being a minimally frustrated binding pocket leading to a funneled binding landscape. Atomistic frustration analysis provides a route for screening for more specific compounds for drug discovery.
为了发挥作用,生物分子需要足够的相互作用特异性和稳定性,以便在细胞中生存,同时还能够移动。只有有限数量的特定结构的热力学稳定性是很重要的,以防止随意的相互作用。因此,蛋白质中的各个相互作用已经共同进化,形成了有导向的最小受挫折的景观,但生物分子序列的某些战略部分位于结构中的特定位置,被选择受挫折,以允许运动和与伙伴相互作用。我们描述了一种有效的框架,通过检查当一个位点的局部环境发生变化时能量变化的统计数据,以原子分辨率定量和定位生物分子的受挫。高度受挫相互作用的斑块的位置与生理功能所需的关键生物位置相关。在原子分辨率下,将受挫分析扩展到蛋白质-配体复合物成为可能。在这个分辨率下,可以看到药物特异性与存在一个最小受挫折的结合口袋相关,从而导致一个有导向的结合景观。原子级挫折分析为药物发现提供了筛选更具特异性化合物的途径。