| Full text | |
| Author(s): |
Hernandez Gonzalez, Jorge Enrique
;
de Araujo, Alexandre Suman
Total Authors: 2
|
| Document type: | Journal article |
| Source: | JOURNAL OF CHEMICAL INFORMATION AND MODELING; v. 63, n. 21, p. 16-pg., 2023-10-18. |
| Abstract | |
The calculation of relative free energies (Delta Delta G) for charge-changing mutations at protein-protein interfaces through alchemical methods remains challenging due to variations in the system's net charge during charging steps, the possibility of mutated and contacting ionizable residues occurring in various protonation states, and undersampling issues. In this study, we present a set of strategies, collectively termed TIRST/TIRST-H+, to address some of these challenges. Our approaches combine thermodynamic integration (TI) with the prediction of pK(a) shifts to calculate Delta Delta G values. Moreover, special sets of restraints are employed to keep the alchemically transformed molecules separated. The accuracy of the devised approaches was assessed on a large and diverse data set comprising 164 point mutations of charged residues (Asp, Glu, Lys, and Arg) to Ala at the protein-protein interfaces of complexes with known three-dimensional structures. Mean absolute and root-mean-square errors ranging from 1.38 to 1.66 and 1.89 to 2.44 kcal/mol, respectively, and Pearson correlation coefficients of similar to 0.6 were obtained when testing the approaches on the selected data set using the GPU-TI module of Amber18 suite and the ff14SB force field. Furthermore, the inclusion of variable protonation states for the mutated acid residues improved the accuracy of the predicted Delta Delta G values. Therefore, our results validate the use of TIRST/TIRST-H+ in prospective studies aimed at evaluating the impact of charge-changing mutations to Ala on the stability of protein-protein complexes. (AU) | |
| FAPESP's process: | 22/00347-0 - Attacking dengue on two fronts: using computer simulations to develop new antiviral compounds and vaccines |
| Grantee: | Alexandre Suman de Araujo |
| Support Opportunities: | Scholarships abroad - Research |
| FAPESP's process: | 20/10214-1 - Integrated computational and experimental strategies for the inhibition of exfoliative toxins from Staphylococcus aureus |
| Grantee: | Jorge Enrique Hernández González |
| Support Opportunities: | Scholarships in Brazil - Post-Doctoral |
| FAPESP's process: | 22/03901-8 - Computer-guided identification of inhibitors against staphylococcal exfoliative toxins |
| Grantee: | Jorge Enrique Hernández González |
| Support Opportunities: | Scholarships abroad - Research Internship - Post-doctor |