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Open AccessJournal ArticleDOI

Simulation-Based Approaches for Determining Membrane Permeability of Small Compounds.

TLDR
Assessment of the efficiency and accuracy of several methods for the calculation of the permeability of a model DMPC bilayer to urea, benzoic acid, and codeine shows that Pm can be reliably estimated from only a few data points, leading to recommendations for calculating Pm from simulations.
Abstract
Predicting the rate of nonfacilitated permeation of solutes across lipid bilayers is important to drug design, toxicology, and signaling. These rates can be estimated using molecular dynamics simulations combined with the inhomogeneous solubility-diffusion model, which requires calculation of the potential of mean force and position-dependent diffusivity of the solute along the transmembrane axis. In this paper, we assess the efficiency and accuracy of several methods for the calculation of the permeability of a model DMPC bilayer to urea, benzoic acid, and codeine. We compare umbrella sampling, replica exchange umbrella sampling, adaptive biasing force, and multiple-walker adaptive biasing force for the calculation of the transmembrane PMF. No definitive advantage for any of these methods in their ability to predict the membrane permeability coefficient Pm was found, provided that a sufficiently long equilibration is performed. For diffusivities, a Bayesian inference method was compared to a generalized ...

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Journal ArticleDOI

Computational methods in drug discovery.

TL;DR: An overview of computational methods used in different facets of drug discovery and highlight some of the recent successes is presented, both structure-based and ligand-based drug discovery methods are discussed.
Journal ArticleDOI

Predicting Binding Free Energies: Frontiers and Benchmarks.

TL;DR: Key challenges of binding free energy calculations based on molecular simulations are highlighted, some examples of these challenges are discussed, and a call is made for the designation of standard community benchmark test systems that will help the research community generate and evaluate progress.
Journal ArticleDOI

Multiscale Simulations of Biological Membranes: The Challenge To Understand Biological Phenomena in a Living Substance.

TL;DR: This review discusses the current state-of-the-art of biomembrane simulations that, until now, have largely focused on a rather narrow picture of the complexity of the membranes, and discusses the challenges that should unravel in the foreseeable future.
Journal ArticleDOI

Molecular Dynamics Simulations of Membrane Permeability.

TL;DR: While enhanced sampling methods and increasingly sophisticated treatments of diffusion add substantially to the repertoire of simulation-based approaches, they do not address directly the critical need for force fields with polarizability and multipoles, and constant pH methods.
Journal ArticleDOI

Intestinal Permeability and Drug Absorption: Predictive Experimental, Computational and In Vivo Approaches

TL;DR: Recent advancements in the overall investigation and in vivo prediction of drug absorption are discussed and the understanding of the complex and highly dynamic physiology of the region from the mid-jejunum to the sigmoid colon could be significantly improved.
References
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Journal ArticleDOI

Comparison of simple potential functions for simulating liquid water

TL;DR: In this article, the authors compared the Bernal Fowler (BF), SPC, ST2, TIPS2, TIP3P, and TIP4P potential functions for liquid water in the NPT ensemble at 25°C and 1 atm.
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Particle mesh Ewald: An N⋅log(N) method for Ewald sums in large systems

TL;DR: An N⋅log(N) method for evaluating electrostatic energies and forces of large periodic systems is presented based on interpolation of the reciprocal space Ewald sums and evaluation of the resulting convolutions using fast Fourier transforms.
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Scalable molecular dynamics with NAMD

TL;DR: NAMD as discussed by the authors is a parallel molecular dynamics code designed for high-performance simulation of large biomolecular systems that scales to hundreds of processors on high-end parallel platforms, as well as tens of processors in low-cost commodity clusters, and also runs on individual desktop and laptop computers.
Journal ArticleDOI

SETTLE: an analytical version of the SHAKE and RATTLE algorithm for rigid water models

TL;DR: In this article, an analytical algorithm called SETTLE for resetting the positions and velocities to satisfy the holonomic constraints on the rigid water model is presented, which is based on the Cartesian coordinate system and can be used in place of SHAKE and RATTLE.
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