Evidence map›Paper›PMID 27043429›Full record

ArticleJournal of chemical information and modeling2016

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

Christopher T Lee, Jeffrey Comer, Conner Herndon, Nelson Leung, Anna Pavlova, Robert V Swift, Chris Tung, Christopher N Rowley, Rommie E Amaro, Christophe Chipot and 2 more

Open access · greenAbstract read
In one paragraph

Article in Journal of chemical information and modeling, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 94 papers.

0numbers the graph read from it
0cells of the map it votes in
94citing papers in PubMed
13.1field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

94 citing papers in PubMed, 223 citations in OpenAlex.

  1. Article
  2. Martini 3 Metabolome.Journal of chemical theory and computation · 2026
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  4. Review
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  7. Article
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  9. Article
  10. Article
  11. Article
  12. Review
  13. Prodrug Approach as a Strategy to Enhance Drug Permeability.Pharmaceuticals (Basel, Switzerland) · 2025
    Review
  14. Permeability Benchmarking: Guidelines for ComparingJournal of chemical information and modeling · 2025
    Review
  15. Article
  16. Article
  17. Elucidating Antibiotic Permeation through theJournal of chemical information and modeling · 2024
    Article
  18. Article
  19. Statistical Mechanical Theories of Membrane Permeability.The journal of physical chemistry. B · 2024
    Article
  20. Article

34 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

12 authors at 8 institutions in 4 countries.

Christopher T LeeDepartment of Chemistry and Biochemistry, University of California, San Diego , 9500 Gilman Drive, La Jolla, California 92093-0340, United States.
Jeffrey ComerNanotechnology Innovation Center of Kansas State, Institute of Computational Comparative Medicine, Department of Anatomy and Physiology, Kansas State University , P-213 Mosier Hall, Manhattan, Kansas 66506, United States.
Conner HerndonSchool of Physics, Georgia Institute of Technology , 837 State Street, Atlanta, Georgia 30332, United States.
Nelson LeungDepartment of Physics, The Chinese University of Hong Kong , Shatin, Hong Kong SAR, China.
Anna PavlovaSchool of Physics, Georgia Institute of Technology , 837 State Street, Atlanta, Georgia 30332, United States.
Robert V SwiftDepartment of Chemistry and Biochemistry, University of California, San Diego , 9500 Gilman Drive, La Jolla, California 92093-0340, United States.
Chris TungDepartment of Physics, The Chinese University of Hong Kong , Shatin, Hong Kong SAR, China.
Christopher N RowleyDepartment of Chemistry, Memorial University of Newfoundland , St. John's, NL A1B 3X7 Canada.
Rommie E AmaroDepartment of Chemistry and Biochemistry, University of California, San Diego , 9500 Gilman Drive, La Jolla, California 92093-0340, United States.
Christophe ChipotLaboratoire International Associé Centre National de la Recherche Scientifique and University of Illinois at Urbana-Champaign, UMR n° 7565, Université de Lorraine , B.P. 70239, 54506 Vandœuvre-lès-Nancy, France.
Yi WangDepartment of Physics, The Chinese University of Hong Kong , Shatin, Hong Kong SAR, China.
James C GumbartSchool of Physics, Georgia Institute of Technology , 837 State Street, Atlanta, Georgia 30332, United States.
University of California, San Diego · USChinese University of Hong Kong · CNState Street (United States) · USChinese University of Hong Kong, Shenzhen · CNGeorgia Institute of Technology · USKansas State University · USMemorial University of Newfoundland · CAUniversité de Lorraine · FR

Funding

National Biomedical Computation Resource - Competitive Revision SupplementP41GM103426 · NIGMS · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI AMARO, ROMMIE E · 2012 to 2019
$14.0M
MOLECULAR BIOPHYSICS TRAINING PROGRAMT32GM008326 · NIGMS · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI KOMIVES, ELIZABETH A. · 1989 to 2020
$7.5M
A Structural Systems Biology Approach to Drug DiscoveryDP2OD007237 · OD · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI AMARO, ROMMIE E · 2010 to 2015
$2.9M
NIGMS NIH HHS P41 GM103426NIGMS NIH HHS T32 GM008326NIH HHS DP2 OD007237
6 · The paper itself

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 Langevin method, both being sensitive to chosen parameters and the slow relaxation of membrane defects. Agreement within 1.5 log units of the computed Pm with experiment is found for all permeants and methods. Remaining discrepancies can likely be attributed to limitations of the force field as well as slowly relaxing collective movements within the lipid environment. Numerical calculations based on model profiles show that Pm can be reliably estimated from only a few data points, leading to recommendations for calculating Pm from simulations.

Indexed as

Cell Membrane PermeabilityModels, MolecularBayes TheoremBenzoic AcidCodeineDimyristoylphosphatidylcholineLipid BilayersMolecular ConformationUreaBenzoic AcidCodeineDimyristoylphosphatidylcholineLipid BilayersUrea

Identifiers

PMID27043429
PMCPMC5280572
OpenAlexW2339460745

What OpenQuestion holds

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Registered trials

None linked

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.