Evidence map›Paper›PMID 35277695›Full record

ReviewNature protocols2022

Accurate determination of protein:ligand standard binding free energies from molecular dynamics simulations.

Haohao Fu, Haochuan Chen, Marharyta Blazhynska, Emma Goulard Coderc de Lacam, Florence Szczepaniak, Anna Pavlova, Xueguang Shao, James C Gumbart, François Dehez, Benoît Roux and 2 more

Abstract readReview
In one paragraph

Review in Nature protocols, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 63 papers.

0numbers the graph read from it
0cells of the map it votes in
63citing 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

63 citing papers in PubMed.

  1. Article
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  15. Article
  16. Article
  17. On Free Energy Calculations in Drug Discovery.Accounts of chemical research · 2025
    Article
  18. Review
  19. Article
  20. clusttraj: A Solvent-Informed Clustering Tool for Molecular Modeling.Journal of chemical theory and computation · 2025
    Article

3 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.

Haohao FuResearch Center for Analytical Sciences, Frontiers Science Center for New Organic Matter, College of Chemistry, Nankai University, Tianjin Key Laboratory of Biosensing and Molecular Recognition, State Key Laboratory of Medicinal Chemical Biology, Tianjin, China.
Haochuan ChenResearch Center for Analytical Sciences, Frontiers Science Center for New Organic Matter, College of Chemistry, Nankai University, Tianjin Key Laboratory of Biosensing and Molecular Recognition, State Key Laboratory of Medicinal Chemical Biology, Tianjin, China.ORCID http://orcid.org/0000-0001-6447-1096
Marharyta BlazhynskaLaboratoire International Associé CNRS and University of Illinois at Urbana-Champaign, UMR 7019, Université de Lorraine, Vandœuvre-lès-Nancy, France.ORCID http://orcid.org/0000-0003-0749-8772
Emma Goulard Coderc de LacamLaboratoire International Associé CNRS and University of Illinois at Urbana-Champaign, UMR 7019, Université de Lorraine, Vandœuvre-lès-Nancy, France.
Florence SzczepaniakLaboratoire International Associé CNRS and University of Illinois at Urbana-Champaign, UMR 7019, Université de Lorraine, Vandœuvre-lès-Nancy, France.
Anna PavlovaSchool of Physics, Georgia Institute of Technology, Atlanta, GA, USA.
Xueguang ShaoResearch Center for Analytical Sciences, Frontiers Science Center for New Organic Matter, College of Chemistry, Nankai University, Tianjin Key Laboratory of Biosensing and Molecular Recognition, State Key Laboratory of Medicinal Chemical Biology, Tianjin, China.
James C GumbartSchool of Physics, Georgia Institute of Technology, Atlanta, GA, USA.
François DehezLaboratoire International Associé CNRS and University of Illinois at Urbana-Champaign, UMR 7019, Université de Lorraine, Vandœuvre-lès-Nancy, France.
Benoît RouxDepartment of Biochemistry and Molecular Biology, University of Chicago, Chicago, IL, USA.
Wensheng CaiResearch Center for Analytical Sciences, Frontiers Science Center for New Organic Matter, College of Chemistry, Nankai University, Tianjin Key Laboratory of Biosensing and Molecular Recognition, State Key Laboratory of Medicinal Chemical Biology, Tianjin, China. wscai@nankai.edu.cn.ORCID http://orcid.org/0000-0002-6457-7058
Christophe ChipotLaboratoire International Associé CNRS and University of Illinois at Urbana-Champaign, UMR 7019, Université de Lorraine, Vandœuvre-lès-Nancy, France. chipot@illinois.edu.

Funding

Altering Hepatitis B Virus assembly through pharmacological interventionR01AI148740 · NIAID · GEORGIA INSTITUTE OF TECHNOLOGY · PI GUMBART, JAMES C. · 2020 to 2024
$2.0M
Agence Nationale de la Recherche (French National Research Agency) ProteaseInActionNational Natural Science Foundation of China (National Science Foundation of China) 22073050National Natural Science Foundation of China (National Science Foundation of China) 22174075National Science Foundation (NSF) MCB-1517221NIAID NIH HHS R01 AI148740U.S. Department of Health & Human Services | National Institutes of Health (NIH) R01-AI148740
6 · The paper itself

Abstract

Designing a reliable computational methodology to calculate protein:ligand standard binding free energies is extremely challenging. The large change in configurational enthalpy and entropy that accompanies the association of ligand and protein is notoriously difficult to capture in naive brute-force simulations. Addressing this issue, the present protocol rests upon a rigorous statistical mechanical framework for the determination of protein:ligand binding affinities together with the comprehensive Binding Free-Energy Estimator 2 (BFEE2) application software. With the knowledge of the bound state, available from experiments or docking, application of the BFEE2 protocol with a reliable force field supplies in a matter of days standard binding free energies within chemical accuracy, for a broad range of protein:ligand complexes. Limiting undesirable human intervention, BFEE2 assists the end user in preparing all the necessary input files and performing the post-treatment of the simulations towards the final estimate of the binding affinity.

Indexed as

Molecular Dynamics SimulationProteinsEntropyHumansLigandsProtein BindingThermodynamicsLigandsProteins

Identifiers

PMID35277695
PMCPMC10082674

What OpenQuestion holds

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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.