Related Experiment Video
Updated: Aug 6, 2026

Unraveling Entropic Rate Acceleration Induced by Solvent Dynamics in Membrane Enzymes
Published on: January 16, 2016
Density Functional Theory Charge Delocalization Error Determines Computed Activation Barriers in Enzymatic Kemp
M Milagros Muriel-Olaya1, Francesca Peccati1,2, Gonzalo Jiménez-Osés1,2
1Center for Cooperative Research in Biosciences (CIC bioGUNE), Basque Research and Technology Alliance (BRTA), Bizkaia Technology Park, Derio, Spain.
Computational enzyme design using Kemp elimination requires careful simulation. This study reveals that computational parameters, not just enzyme mutations, significantly impact reaction barrier heights and mechanisms, challenging previous assumptions.
Area of Science:
- Computational chemistry
- Enzyme design
- Biocatalysis
Background:
- Kemp elimination is a key reaction in computational enzyme design, with engineered enzymes showing high activity.
- The reaction's apparent simplicity (exergonic, single-step, base-catalyzed) has made it a focus for computational studies.
- Recent findings necessitate a re-evaluation of computational strategies for studying Kemp eliminases.
Purpose of the Study:
- To systematically analyze the barrier height and transition-state geometry of Kemp elimination catalyzed by HG3.17.
- To assess the sensitivity of these quantities to computational parameters, particularly the fraction of Hartree-Fock exchange in density functional theory (DFT).
- To re-evaluate the reliability of computational methods in predicting enzyme performance.
Main Methods:
- Static Quantum Mechanics/Molecular Mechanics (QM/MM) calculations were employed.
- Systematic variation of the fraction of Hartree-Fock exchange in the density functional.
- Analysis of activation barriers and transition-state geometries.
Main Results:
- Barrier heights and transition-state geometries are highly sensitive to the fraction of Hartree-Fock exchange, attributed to charge-delocalization error in DFT.
- Calculated activation barriers for the catalytic step range from 1-14 kcal/mol, with minimal basis-set effects.
- The reaction mechanism (synchronous, concerted, or stepwise) appears dependent on the computational level of theory.
Conclusions:
- Apparent agreement between computational predictions and experimental rate constants may be misleading.
- Numerical parameters in simulations, such as the fraction of Hartree-Fock exchange, significantly influence results.
- Caution is advised against using agreement with experiment as the sole criterion for assessing simulation quality in enzyme design.
Related Concept Videos
The Debye–Hückel Theory of Electrolyte Solutions
Factors Affecting Activity Coefficient
The activity coefficient value for an ion is close to one when the solution has almost zero ionic strength, i.e., when the solution shows close to ideal behavior. As the ionic strength of the solution increases from 0 to 0.1 mol/L, a decrease in the...
Thermodynamics: Activity Coefficient
The activity coefficient is a measure of the deviation from ideal behavior. When the ionic strength of the solution is minimal, the activity coefficient of an ionic species is close to unity, making...
Arrhenius Plots
The Arrhenius equation can be used to...
The Equilibrium Binding Constant and Binding Strength
Electrochemical Systems

