Evidence map›Paper›PMID 27908641›Full record

ArticleJournal of molecular biology2017

Free Energy Perturbation Calculation of Relative Binding Free Energy between Broadly Neutralizing Antibodies and the gp120 Glycoprotein of HIV-1.

Anthony J Clark, Tatyana Gindin, Baoshan Zhang, Lingle Wang, Robert Abel, Colleen S Murret, Fang Xu, Amy Bao, Nina J Lu, Tongqing Zhou and 4 more

Abstract read
In one paragraph

Article in Journal of molecular biology, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 56 papers.

0numbers the graph read from it
0cells of the map it votes in
56citing papers in PubMed
–field-weighted citation impact
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

56 citing papers in PubMed.

  1. Article
  2. Chemical neighborhood exploration for substrate discovery in biocatalysis.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  3. A functional investigation of antibody Fc-FcRn variant binding guided bybioRxiv : the preprint server for biology · 2026
    Article
  4. Antibody Affinity Maturation by Computational Design.Methods in molecular biology (Clifton, N.J.) · 2026
    Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. Review
  10. Article
  11. Article
  12. Article
  13. Selection pressures on evolution of ribonuclease H explored with rigorous free-energy-based design.Proceedings of the National Academy of Sciences of the United States of America · 2024
    Article
  14. Alchemical Free Energy Calculations on Membrane-Associated Proteins.Journal of chemical theory and computation · 2023
    Review
  15. Article
  16. Article
  17. Review
  18. Article
  19. Article
  20. Article
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

14 authors.

Anthony J ClarkDepartment of Chemistry, Columbia University, 3000 Broadway, MC 3178, New York, NY 10027, USA.
Tatyana GindinDepartment of Pathology, Columbia University Medical Center, 630 W. 168th St, New York, NY 10032, USA.
Baoshan ZhangVaccine Research Center, NIAID, National Institutes of Health, 40 Convent Drive, Bethesda, MD 20892, USA.
Lingle WangSchrodinger Inc., 120 W 45th Street, New York, NY 10036, USA.
Robert AbelSchrodinger Inc., 120 W 45th Street, New York, NY 10036, USA.
Colleen S MurretDepartment of Chemistry, Columbia University, 3000 Broadway, MC 3178, New York, NY 10027, USA.
Fang XuDepartment of Chemistry, Columbia University, 3000 Broadway, MC 3178, New York, NY 10027, USA.
Amy BaoVaccine Research Center, NIAID, National Institutes of Health, 40 Convent Drive, Bethesda, MD 20892, USA.
Nina J LuVaccine Research Center, NIAID, National Institutes of Health, 40 Convent Drive, Bethesda, MD 20892, USA.
Tongqing ZhouVaccine Research Center, NIAID, National Institutes of Health, 40 Convent Drive, Bethesda, MD 20892, USA.
Peter D KwongDepartment of Biochemistry and Biophysics, Columbia University Medical Center, 701 West 168th Street, New York, NY 10032, USA; Vaccine Research Center, NIAID, National Institutes of Health, 40 Convent Drive, Bethesda, MD 20892, USA.
Lawrence ShapiroDepartment of Biochemistry and Biophysics, Columbia University Medical Center, 701 West 168th Street, New York, NY 10032, USA; Vaccine Research Center, NIAID, National Institutes of Health, 40 Convent Drive, Bethesda, MD 20892, USA.
Barry HonigDepartment of Biochemistry and Molecular Biophysics, Center for Computational Biology and Bioinformatics, Department of Systems Biology, Department of Medicine, Howard Hughes Medical Institute, Columbia University, 1130 Street Nicholas Avenue, Room 815, New York, NY 10032, USA.
Richard A FriesnerDepartment of Chemistry, Columbia University, 3000 Broadway, MC 3178, New York, NY 10027, USA. Electronic address: raf8@columbia.edu.

Funding

Neutralization Mechanisms Of Anti-HIV-1 Monoclonal AntibodiesZIAAI005022 · NIAID · NATIONAL INSTITUTE OF ALLERGY AND INFECTIOUS DISEASES · PI ZHOU, TONGQING · 2009 to 2025
$24.6M
Computational Algorithms, Methods, and Tools for Structure-Based Vaccine DesignZICAI005113 · NIAID · NATIONAL INSTITUTE OF ALLERGY AND INFECTIOUS DISEASES · PI KWONG, PETER D · 2010 to 2019
$2.5M
6 · The paper itself

Abstract

Direct calculation of relative binding affinities between antibodies and antigens is a long-sought goal. However, despite substantial efforts, no generally applicable computational method has been described. Here, we describe a systematic free energy perturbation (FEP) protocol and calculate the binding affinities between the gp120 envelope glycoprotein of HIV-1 and three broadly neutralizing antibodies (bNAbs) of the VRC01 class. The protocol has been adapted from successful studies of small molecules to address the challenges associated with modeling protein-protein interactions. Specifically, we built homology models of the three antibody-gp120 complexes, extended the sampling times for large bulky residues, incorporated the modeling of glycans on the surface of gp120, and utilized continuum solvent-based loop prediction protocols to improve sampling. We present three experimental surface plasmon resonance data sets, in which antibody residues in the antibody/gp120 interface were systematically mutated to alanine. The RMS error in the large set (55 total cases) of FEP tests as compared to these experiments, 0.68kcal/mol, is near experimental accuracy, and it compares favorably with the results obtained from a simpler, empirical methodology. The correlation coefficient for the combined data set including residues with glycan contacts, R

Indexed as

ThermodynamicsAntibodies, NeutralizingComputational BiologyHIV AntibodiesHIV Envelope Protein gp120Protein BindingSurface Plasmon ResonanceAntibodies, Neutralizinggp120 protein, Human immunodeficiency virus 1HIV AntibodiesHIV Envelope Protein gp120alchemical FEPbinding affinity optimizationcomputational chemistryphysics-based modelsprotein structure prediction

Identifiers

PMID27908641
PMCPMC5383735

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Registered trials

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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.