ArticleBiophysical journal2014
A method to predict blood-brain barrier permeability of drug-like compounds using molecular dynamics simulations.
Article in Biophysical journal, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 126 papers, 2 of them syntheses that pooled it.
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Who cites it
126 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Repurposing neurological drugs for brain cancer therapeutics: A systematic approach to identify charged molecules for affinity-based local drug delivery systems.International journal of pharmaceutics · 2025Pooled it
- Towards Deep Neural Network Models for the Prediction of the Blood-Brain Barrier Permeability for Diverse Organic Compounds.Molecules (Basel, Switzerland) · 2020Pooled it
- Computational Repurposing of Janus Kinase Inhibitors as Potential Therapeutic Candidates for Alzheimer's Disease.Medicina (Kaunas, Lithuania) · 2026Article
- Unveiling acetamide coupled benzothiazole hydrazones as potential anti-proliferative agents: an experimental and computational approach.RSC advances · 2026Article
- Integral Lipophilicity Studies with in Silico ADMET Parameter Analysis of Novel Pseudothiohydantoin Derivatives.International journal of molecular sciences · 2026Article
- Mechanisms of inflammatory response in secondary brain injury: a review of computational approaches, challenges, and future directions.Biomechanics and modeling in mechanobiology · 2026Review
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- Review on Predictive Models and Integration Strategies for Holistic Impact Assessment of Chemicals and Materials.Environmental science & technology · 2026Review
- Article
- Computational Design of Drugs for Epilepsy using a Novel Guided Evolutionary Algorithm for Enhanced Blood Brain Barrier Permeability.Central nervous system agents in medicinal chemistry · 2026Article
- In Silico Modeling of Nanoparticle Transport across the Blood-Brain Barrier: A Systematic Review.Computational and structural biotechnology journal · 2026Review
- Study on the Molecular Dynamics of 2‑(4-Fluorophenyl)-6-methyl-4-(3- (trifluoromethyl)phenyl)-1,2-dihydrodipyrazolo[3,4-b:3',4'‑ACS omega · 2025Article
- Cerebrospinal fluid and plasma pharmacokinetics of ceftazidime/avibactam in a neurocritical patient with CRKP intracranial infection and augmented renal clearance.JAC-antimicrobial resistance · 2025Article
- Development of Prediction Capabilities for High-Throughput Screening of Physiochemical Properties by Biomimetic Chromatography.Molecules (Basel, Switzerland) · 2025Review
- Feature-Guided Machine Learning for Studying Passive Blood-Brain Barrier Permeability to Aid Drug Discovery.International journal of molecular sciences · 2025Article
- Probing Passive Permeation of Tetracycline: Are Simulations Ready for beyond-Rule-of-Five Drug Permeability Calculation?The journal of physical chemistry. B · 2025Article
- Computational design of an improved photoswitchable psychedelic based on light absorption, membrane permeation and protein binding.Physical chemistry chemical physics : PCCP · 2025Article
- Organic Fusion of Molecular Simulation and Wet-Lab Validation: A Promising High-Throughput Strategy for Screening Bioactive Food Peptides.Foods (Basel, Switzerland) · 2025Review
- Computational screening of antiviral candidates for Monkeypox virus DNA polymerase and A42R protein.PLoS neglected tropical diseases · 2025Article
- Bioactive compound nanoparticles for Alzheimer's disease.Inflammopharmacology · 2025Review
66 more citing papers are in PubMed but not listed here.
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Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The blood-brain barrier (BBB) is formed by specialized tight junctions between endothelial cells that line brain capillaries to create a highly selective barrier between the brain and the rest of the body. A major problem to overcome in drug design is the ability of the compound in question to cross the BBB. Neuroactive drugs are required to cross the BBB to function. Conversely, drugs that target other parts of the body ideally should not cross the BBB to avoid possible psychotropic side effects. Thus, the task of predicting the BBB permeability of new compounds is of great importance. Two gold-standard experimental measures of BBB permeability are logBB (the concentration of drug in the brain divided by concentration in the blood) and logPS (permeability surface-area product). Both methods are time-consuming and expensive, and although logPS is considered the more informative measure, it is lower throughput and more resource intensive. With continual increases in computer power and improvements in molecular simulations, in silico methods may provide viable alternatives. Computational predictions of these two parameters for a sample of 12 small molecule compounds were performed. The potential of mean force for each compound through a 1,2-dioleoyl-sn-glycero-3-phosphocholine bilayer is determined by molecular dynamics simulations. This system setup is often used as a simple BBB mimetic. Additionally, one-dimensional position-dependent diffusion coefficients are calculated from the molecular dynamics trajectories. The diffusion coefficient is combined with the free energy landscape to calculate the effective permeability (Peff) for each sample compound. The relative values of these permeabilities are compared to experimentally determined logBB and logPS values. Our computational predictions correlate remarkably well with both logBB (R(2) = 0.94) and logPS (R(2) = 0.90). Thus, we have demonstrated that this approach may have the potential to provide reliable, quantitatively predictive BBB permeability, using a relatively quick, inexpensive method.
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