Comparing Force Field Treatments in QM/MM Studies of the SARS-CoV-2 RNA-Dependent RNA Polymerase (RdRp) Mechanism

Molecular simulations have been instrumental in elucidating the SARS-CoV-2 lifecycle, thereby supporting the design and development of antiviral therapies and diagnostic tools for COVID-19. Here, the molecular mechanism of the SARS-CoV-2 RNA-dependent RNA polymerase (RdRp), a potential target for antiviral drugs to treat COVID-19, was explored based on QM/MM simulations with fixed-charge and polarizable force fields (cFF and pFF, respectively). The free energy perturbation (FEP) method allowed exploring the free energy landscape of the enzymatic reaction mechanism, addressing key questions about the initial deprotonation of the 3'-OH group of the terminal nucleotide before a nucleophilic attack on the incoming nucleotide takes place. Indeed, among the five mechanisms explored, the most favorable was identified as a three-step process. The first step consists of a proton transfer from the 3'-OH group of the terminal nucleotide to a hydroxide group coordinated with an Mg<sup>2+</sup> ion. Subsequently, the O3' atom nucleophilically attacks the Pα atom of the incoming ATP. Finally, a proton is transferred from the water molecule formed in the first step to the γ-phosphate group of the pyrophosphate leaving group, regenerating the Mg<sup>2+</sup>-coordinated hydroxide group. This mechanism was found to be exergonic, with the rate-determining step being the nucleophilic attack, having a free energy barrier of 15.2 kcal mol<sup>-1</sup>. Both cFF and pFF yield consistent energetic and geometrical descriptions of the full RdRp-catalyzed reaction. Noncovalent interaction (NCI) and electron localization function (ELF) analyses provide insights into the electronic evolution during the reaction, showing strong polarization on electronic basins associated with the reactive oxygens O3' and O3α. Together, findings contribute to a deeper understanding of the RdRp mechanism, which could aid in the discovery of new antiviral inhibitors.

Authors

Institutions

Publication Details

Journal
Journal of Chemical Theory and Computation
Published
2025-11-24
DOI
https://doi.org/10.1021/acs.jctc.5c01399
Citations
2
Primary Topic
Protein Structure and Dynamics
Type
article
Field-Weighted Citation Impact
1.61
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Comparing Force Field Treatments in QM/MM Studies of the SARS-CoV-2 RNA-Dependent RNA Polymerase (RdRp) Mechanism

Vicent Moliner, Maite Roca, G. Andrés Cisneros, Yazdan Maghsoud et al.
2 citations
Journal of Chemical Theory and Computation
Protein Structure and Dynamics
1.61
article

Comparing Force Field Treatments in QM/MM Studies of the SARS-CoV-2 RNA-Dependent RNA Polymerase (RdRp) Mechanism

Vicent Moliner, Maite Roca, G. Andrés Cisneros, Yazdan Maghsoud, Katarzyna Świderek
article en
2 citations

Abstract

Molecular simulations have been instrumental in elucidating the SARS-CoV-2 lifecycle, thereby supporting the design and development of antiviral therapies and diagnostic tools for COVID-19. Here, the molecular mechanism of the SARS-CoV-2 RNA-dependent RNA polymerase (RdRp), a potential target for antiviral drugs to treat COVID-19, was explored based on QM/MM simulations with fixed-charge and polarizable force fields (cFF and pFF, respectively). The free energy perturbation (FEP) method allowed exploring the free energy landscape of the enzymatic reaction mechanism, addressing key questions about the initial deprotonation of the 3'-OH group of the terminal nucleotide before a nucleophilic attack on the incoming nucleotide takes place. Indeed, among the five mechanisms explored, the most favorable was identified as a three-step process. The first step consists of a proton transfer from the 3'-OH group of the terminal nucleotide to a hydroxide group coordinated with an Mg<sup>2+</sup> ion. Subsequently, the O3' atom nucleophilically attacks the Pα atom of the incoming ATP. Finally, a proton is transferred from the water molecule formed in the first step to the γ-phosphate group of the pyrophosphate leaving group, regenerating the Mg<sup>2+</sup>-coordinated hydroxide group. This mechanism was found to be exergonic, with the rate-determining step being the nucleophilic attack, having a free energy barrier of 15.2 kcal mol<sup>-1</sup>. Both cFF and pFF yield consistent energetic and geometrical descriptions of the full RdRp-catalyzed reaction. Noncovalent interaction (NCI) and electron localization function (ELF) analyses provide insights into the electronic evolution during the reaction, showing strong polarization on electronic basins associated with the reactive oxygens O3' and O3α. Together, findings contribute to a deeper understanding of the RdRp mechanism, which could aid in the discovery of new antiviral inhibitors.

Journal of Chemical Theory and ComputationVol. 21(23)
Universitat Jaume I (ES), The University of Texas at Dallas (US), Baylor College of Medicine (US), Biocom (US)
Openalex Percentile: Top 14%
Protein Structure and Dynamics
1.61
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.