Mansoor Samman, Frasnetti Elena, Cucchi Ivan, Magni Andrea, Bonollo Giorgio, Serapian Stefano A, Pavarino Luca F, Colombo Giorgio
Dipartimento di Chimica, Università di Pavia, Pavia, Italy.
Dipartimento di Matematica "F. Casorati", Università di Pavia, Pavia, Italy.
Cell Stress Chaperones. 2025 Feb;30(1):57-68. doi: 10.1016/j.cstres.2025.01.001. Epub 2025 Jan 29.
To carry out their functions in cells, proteins are required to fold into well-defined three-dimensional conformations. The stability of the folded state dictates several aspects of protein life, such as their evolution, interactions, and selection of structures that are ultimately linked to activity. Sequence mutations may change the stability profile and consequently impact structure and function. Here, we use a simple, molecular dynamics-based energy decomposition approach to map the response to mutations of each amino acid in the sequences of a set of five test proteins with different lengths, folds, and topologies. To this end, we make use of the decomposition of the residue-pair nonbonded energy matrix. We show that parameters obtained from this analysis, namely the main eigenvalue reporting on the most stabilizing energy contributions and the spectral gap of the matrix (ENergy Gap), reproduce experimentally determined stability trends. At the same time, our approach identifies the residue-pair couplings that play key roles in defining the 3D properties of a certain fold. We discuss the relevance of these results for the design of protein mutants for experimental applications and the possibility for our energy decomposition approach to complement other computational and experimental analyses of conformational stability.
为了在细胞中发挥其功能,蛋白质需要折叠成明确的三维构象。折叠状态的稳定性决定了蛋白质生命的几个方面,例如它们的进化、相互作用以及最终与活性相关的结构选择。序列突变可能会改变稳定性概况,从而影响结构和功能。在这里,我们使用一种简单的、基于分子动力学的能量分解方法,来绘制一组五个具有不同长度、折叠和拓扑结构的测试蛋白质序列中每个氨基酸对突变的响应。为此,我们利用残基对非键合能量矩阵的分解。我们表明,从该分析中获得的参数,即报告最稳定能量贡献的主特征值和矩阵的能隙(能量间隙),再现了实验确定的稳定性趋势。同时,我们的方法确定了在定义特定折叠的三维特性中起关键作用的残基对耦合。我们讨论了这些结果对于设计用于实验应用的蛋白质突变体的相关性,以及我们的能量分解方法补充其他构象稳定性计算和实验分析的可能性。