Free Energy Calculations in Biological Systems. How Useful Are They in Practice?
نویسنده
چکیده
Applications of molecular simulations targeted at the estimation of free energies are reviewed, with a glimpse into their promising future. The methodological milestones paving the road of free energy calculations are summarized, in particular free energy perturbation and thermodynamic integration, in the framework of constrained or unconstrained molecular dynamics. The continuing difficulties encountered when attempting to obtain accurate estimates are discussed with an emphasis on the usefulness of large–scale numerical simulations in non–academic environments, like the world of the pharmaceutical industry. Applications of the free energy arsenal of methods is illustrated through a variety of biologically relevant problems, among which the prediction of protein–ligand binding constants, the determination of membrane–water partition coefficients of small, pharmacologically active compounds — in connection with the blood–brain barrier, the folding of a short hydrophobic peptide, and the association of transmembrane α–helical domains, in line with the “two– stage” model of membrane protein folding. Current strategies for improving the reliability of free energy calculations, while making them somewhat more affordable, and, therefore, more compatible with the constraints of an industrial environment, are outlined.
منابع مشابه
pKa predictions of some aniline derivatives by ab initio calculations
: In this work, different levels of theory containing HF, B3LYP, and MP2 with different basis sets such as 6-31G, 6-31G*, 6-311G, 6-311+G, 6-31+G*, 6-31+G are used to predict relative acidity constants of some aniline derivatives. Three different kinds of radii containing UAHF, Bondi, and Pauling are used to study how cavity forms change acidity constants. In all cases, DPCM model is used to si...
متن کاملMulti-Component-Multiphase Flash Calculations for Systems Containing Gas Hydrates by Direct Minimization of Gibbs Free Energy
The Michelsen stability and multiphase flash calculation by direct minimization of Gibbs free energy of the system at constant temperature and pressure, was used for systems containing gas hydrates. The solid hydrate phase was treated as a solid solution. The fugacities of all components of the hydrate phase were calculated as a function of compositions by the rearranged model of van der Wa...
متن کاملHow Useful Are Early Economic Models?; Comment on “Problems and Promises of Health Technologies: The Role of Early Health Economic Modelling”
Early economic modelling has long been recommended to aid research and development (R&D;) decisions in medical innovation, although they are less frequently published and critically appraised. A review of 30 innovations by Grutters et al provides an opportunity to evaluate how early models are used in practice. The evidence of early models can be used to inform two types...
متن کاملw-REXAMD: A Hamiltonian Replica Exchange Approach to Improve Free Energy Calculations for Systems with Kinetically Trapped Conformations
Free energy governs the equilibrium extent of many biological processes. High barriers separating free energy minima often limit the sampling in molecular dynamics (MD) simulations, leading to inaccurate free energies. Here, we demonstrate enhanced sampling and improved free energy calculations, relative to conventional MD, using windowed accelerated MD within a Hamiltonian replica exchange fra...
متن کاملThe Investigation of a Linear-Dendrite Copolymeric Nanoparticles As Drug Carriers: ONIOM Study
Linear–dendrite copolymers containing hyper branched poly(citric acid) and linear poly(ethylene glycol) blocks PCA–PEG–PCA are promising nonmaterial to use in nanomedicine. To investigate their potential application in biological systems (especially for drug carries) ONIOM2 calculations were applied to study the nature of particular interactions between drug and the polymeric nanoparticle...
متن کامل