Nonbonded ParameterOptimization Improving Simulationof Intrinsically Disordered Phosphoproteins

Phosphorylated proteins play a crucial role in numerous cellular processes, acting as key regulators in signal transduction networks, cell expansion, and various biochemical reactions. Molecular dynamics (MD) simulations are powerful tools for exploring the dynamic conformations of phosphoproteins. However, conventional force fields often underestimate the radii of gyration (Rg) of phosphoproteins. To address this limitation, we reoptimized the parameters of the vDW radius for the oxygen atom and the charge for the phosphorus atom with a reweighting algorithm and thermodynamic integration, named phosRg. Validation on test systems of seven representative phosphoproteins demonstrates that phosRg has better agreement with experiment for Rg and chemical shift than does phosaa10. Furthermore, phosRg generated more extensional conformations with fewer hydrophobic interactions and hydrogen bonds than phosaa10. At the same time, we found that the TIP4P-D solvent model is a suitable choice to be used with phosRg for the simulation of phosphorylated proteins. These results indicate that our dual-objective optimization strategy is powerful and necessary for improving the parameters. In summary, phosRg should also be used for simulations of other phosphorylated proteins.

Publication Details

Journal
Figshare
Published
2025-03-10
DOI
https://doi.org/10.1021/acs.jcim.4c02248.s001
Primary Topic
Protein Structure and Dynamics
Type
article
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article

Nonbonded ParameterOptimization Improving Simulationof Intrinsically Disordered Phosphoproteins

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Protein Structure and Dynamics
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Nonbonded ParameterOptimization Improving Simulationof Intrinsically Disordered Phosphoproteins

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Abstract

Phosphorylated proteins play a crucial role in numerous cellular processes, acting as key regulators in signal transduction networks, cell expansion, and various biochemical reactions. Molecular dynamics (MD) simulations are powerful tools for exploring the dynamic conformations of phosphoproteins. However, conventional force fields often underestimate the radii of gyration (Rg) of phosphoproteins. To address this limitation, we reoptimized the parameters of the vDW radius for the oxygen atom and the charge for the phosphorus atom with a reweighting algorithm and thermodynamic integration, named phosRg. Validation on test systems of seven representative phosphoproteins demonstrates that phosRg has better agreement with experiment for Rg and chemical shift than does phosaa10. Furthermore, phosRg generated more extensional conformations with fewer hydrophobic interactions and hydrogen bonds than phosaa10. At the same time, we found that the TIP4P-D solvent model is a suitable choice to be used with phosRg for the simulation of phosphorylated proteins. These results indicate that our dual-objective optimization strategy is powerful and necessary for improving the parameters. In summary, phosRg should also be used for simulations of other phosphorylated proteins.

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Protein Structure and Dynamics
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Nonbonded ParameterOptimization Improving Simulationof Intrinsically Disordered Phosphoproteins · Figshare (2025) | TGRS Research Map | TGRS