ArticleThe journal of physical chemistry. B2024
How is Membrane Permeation of Small Ionizable Molecules Affected by Protonation Kinetics?
Article in The journal of physical chemistry. B, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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Who cites it
10 citing papers in PubMed, 9 citations in OpenAlex.
- Nicotine-Mediated Redox and Nitrosative Stress in Cardiorenal Health.Hypertension (Dallas, Tex. : 1979) · 2026Review
- Development of a model to predict nicotine pharmacokinetics from oral nicotine pouches.Scientific reports · 2026Article
- Benchmarking pJournal of chemical information and modeling · 2026Article
- Article
- Scavenging acrolein with 2-HDP preserves neurovascular integrity in a rat model of diabetic retinal disease.Diabetologia · 2025Article
- Membrane Permeability Drives the Extreme Potency of Fentanyl but not Isotonitazene.bioRxiv : the preprint server for biology · 2025Article
- Probing Passive Permeation of Tetracycline: Are Simulations Ready for beyond-Rule-of-Five Drug Permeability Calculation?The journal of physical chemistry. B · 2025Article
- Membrane Permeability of Sucrose Calculated from Equilibrium Time-Correlation Functions Using Molecular Dynamics Simulations with Enhanced Sampling.The journal of physical chemistry. B · 2025Article
- Computational Methods for Modeling Lipid-Mediated Active Pharmaceutical Ingredient Delivery.Molecular pharmaceutics · 2025Review
- Statistical Mechanical Theories of Membrane Permeability.The journal of physical chemistry. B · 2024Article
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Authors and funding
3 authors at 2 institutions in 2 countries.
Funding
Abstract
According to the pH-partition hypothesis, the aqueous solution adjacent to a membrane is a mixture of the ionization states of the permeating molecule at fixed Henderson-Hasselbalch concentrations, such that each state passes through the membrane in parallel with its own specific permeability. An alternative view, based on the assumption that the rate of switching ionization states is instantaneous, represents the permeation of ionizable molecules via an effective Boltzmann-weighted average potential (BWAP). Such an assumption is used in constant-pH molecular dynamics simulations. The inhomogeneous solubility-diffusion framework can be used to compute the pH-dependent membrane permeability for each of these two limiting treatments. With biased WTM-eABF molecular dynamics simulations, we computed the potential of mean force and diffusivity of each ionization state of two weakly basic small molecules: nicotine, an addictive drug, and varenicline, a therapeutic for treating nicotine addiction. At pH = 7, the BWAP effective permeability is greater than that determined by pH-partitioning by a factor of 2.5 for nicotine and 5 for varenicline. To assess the importance of ionization kinetics, we present a Smoluchowski master equation that includes explicitly the protonation and deprotonation processes coupled with the diffusive motion across the membrane. At pH = 7, the increase in permeability due to the explicit ionization kinetics is negligible for both nicotine and varenicline. This finding is reaffirmed by combined Brownian dynamics and Markov state model simulations for estimating the permeability of nicotine while allowing changes in its ionization state. We conclude that for these molecules the pH-partition hypothesis correctly captures the physics of the permeation process. The small free energy barriers for the permeation of nicotine and varenicline in their deprotonated neutral forms play a crucial role in establishing the validity of the pH-partitioning mechanism. Essentially, BWAP fails because ionization kinetics are too slow on the time scale of membrane crossing to affect the permeation of small ionizable molecules such as nicotine and varenicline. For the singly protonated state of nicotine, the computational results agree well with experimental measurements (
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.