Chen Shu-Yu, Solazzo Riccardo, Fouché Marianne, Roth Hans-Jörg, Dittrich Birger, Riniker Sereina
Department of Chemistry and Applied Biosciences, ETH Zurich, Vladimir-Prelog-Weg 2, Zurich 8093, Switzerland.
Novartis Biomedical Research, Novartis Campus, Basel 4002, Switzerland.
J Chem Theory Comput. 2025 Sep 9;21(17):8557-8570. doi: 10.1021/acs.jctc.5c00736. Epub 2025 Aug 20.
Protein-protein interactions (PPIs) play an essential role in biological processes. Molecules that stabilize or induce PPIs in ternary complexes have received growing attention for their therapeutic potential in engaging "undruggable" targets and their high selectivity. Here, we investigate the thermodynamics of the cooperative phenomenon in ternary complexes. The thermodynamics of cooperativity are characterized by the cooperative free energy, which comprises induced PPIs, cooperative solvation free energy, ligand-associated geometric free-energy costs, and gas-phase correlation. Importantly, the induced PPIs only account for the binding affinity between stabilized conformations of the protein partners, i.e., the free-energy change associated with the conformational transition during protein-ligand binding is not accounted for. By introducing an approximated expression for the cooperative free energy, we developed a rapid computational method, which allowed us to crudely predict cooperativity in eight ternary complexes (Kendall τ = 0.79). We highlight that the term cooperativity used in protein-protein stabilization does not represent the cooperativity phenomenon in three-body systems. We also critically discuss the counterintuitive interpretation of cooperative free energy due to its asymmetric nature. Our study shows how cooperativity stabilizes ternary complexes and provides a thermodynamic basis of cooperativity in protein-ligand-protein complexes.
蛋白质-蛋白质相互作用(PPIs)在生物过程中起着至关重要的作用。在三元复合物中稳定或诱导PPIs的分子因其在作用于“不可成药”靶点方面的治疗潜力及其高选择性而受到越来越多的关注。在此,我们研究三元复合物中协同现象的热力学。协同作用的热力学由协同自由能来表征,协同自由能包括诱导的PPIs、协同溶剂化自由能、配体相关的几何自由能成本和气相相关性。重要的是,诱导的PPIs仅解释了蛋白质伙伴稳定构象之间的结合亲和力,即未考虑与蛋白质-配体结合过程中构象转变相关的自由能变化。通过引入协同自由能的近似表达式,我们开发了一种快速计算方法,该方法使我们能够粗略预测八个三元复合物中的协同作用(肯德尔系数τ = 0.79)。我们强调,蛋白质-蛋白质稳定化中使用的“协同作用”一词并不代表三体系统中的协同现象。我们还批判性地讨论了由于协同自由能的不对称性质而产生的违反直觉的解释。我们的研究展示了协同作用如何稳定三元复合物,并为蛋白质-配体-蛋白质复合物中的协同作用提供了热力学基础。