ArticleBiophysical journal2012
Free-energy simulations reveal that both hydrophobic and polar interactions are important for influenza hemagglutinin antibody binding.
Article in Biophysical journal, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers.
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21 citing papers in PubMed, 34 citations in OpenAlex.
- A systematic evaluation framework for universal antibody-antigen binding affinity prediction and candidate recommendation.iScience · 2026Article
- Identification and computational analysis of B-cell epitopes on the hemagglutinin protein of the H3N2 influenza virus.Archives of microbiology · 2026Article
- Identifying and Overcoming the Sampling Challenges in Relative Binding Free Energy Calculations of a Model Protein:Protein Complex.Journal of chemical theory and computation · 2023Article
- Mutagenesis and structural studies reveal the basis for the specific binding of SARS-CoV-2 SL3 RNA element with human TIA1 protein.Nature communications · 2023Article
- Identifying and overcoming the sampling challenges in relative binding free energy calculations of a model protein:protein complex.bioRxiv : the preprint server for biology · 2023Article
- A mutagenesis study of autoantigen optimization for potential T1D vaccine design.Proceedings of the National Academy of Sciences of the United States of America · 2023Article
- Molecular mechanism of secreted amyloid-β precursor protein in binding and modulating GABAChemical science · 2021Article
- Effect of different-sizes of hydroxyapatite on the water resistance of magnesium oxychloride cement for bone repair.RSC advances · 2019Article
- Molecular mechanism of phosphoinositides' specificity for the inwardly rectifying potassium channel Kir2.2.Chemical science · 2018Article
- Longitudinal Surveillance of Porcine Rotavirus B Strains from the United States and Canada andPathogens (Basel, Switzerland) · 2017Article
- Free Energy Perturbation Calculation of Relative Binding Free Energy between Broadly Neutralizing Antibodies and the gp120 Glycoprotein of HIV-1.Journal of molecular biology · 2017Article
- Investigating Substitutions in Antibody-Antigen Complexes Using Molecular Dynamics: A Case Study with Broad-spectrum, Influenza A Antibodies.Frontiers in immunology · 2017Article
- Molecular dynamics analysis of antibody recognition and escape by human H1N1 influenza hemagglutinin.Biophysical journal · 2015Article
- Selecting vaccine strains for H3N2 human influenza A virus.Meta gene · 2015Article
- Advances in Antibody Design.Annual review of biomedical engineering · 2015Review
- Bio-mimicking of proline-rich motif applied to carbon nanotube reveals unexpected subtleties underlying nanoparticle functionalization.Scientific reports · 2014Article
- The complex and specific pMHC interactions with diverse HIV-1 TCR clonotypes reveal a structural basis for alterations in CTL function.Scientific reports · 2014Article
- Theoretical studies of the interaction between influenza virus hemagglutinin and its small molecule ligands.Journal of molecular modeling · 2013Article
- Article
- Comprehensive interrogation of natural TALE DNA-binding modules and transcriptional repressor domains.Nature communications · 2012Article
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Authors and funding
4 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Antibodies binding to conserved epitopes can provide a broad range of neutralization to existing influenza subtypes and may also prevent the propagation of potential pandemic viruses by fighting against emerging strands. Here we propose a computational framework to study structural binding patterns and detailed molecular mechanisms of viral surface glycoprotein hemagglutinin (HA) binding with a broad spectrum of neutralizing monoclonal antibody fragments (Fab). We used rigorous free-energy perturbation (FEP) methods to calculate the antigen-antibody binding affinities, with an aggregate underlying molecular-dynamics simulation time of several microseconds (∼2 μs) using all-atom, explicit-solvent models. We achieved a high accuracy in the validation of our FEP protocol against a series of known binding affinities for this complex system, with <0.5 kcal/mol errors on average. We then introduced what to our knowledge are novel mutations into the interfacial region to further study the binding mechanism. We found that the stacking interaction between Trp-21 in HA2 and Phe-55 in the CDR-H2 of Fab is crucial to the antibody-antigen association. A single mutation of either W21A or F55A can cause a binding affinity decrease of ΔΔG > 4.0 kcal/mol (equivalent to an ∼1000-fold increase in the dissociation constant K(d)). Moreover, for group 1 HA subtypes (which include both the H1N1 swine flu and the H5N1 bird flu), the relative binding affinities change only slightly (< ±1 kcal/mol) when nonpolar residues at the αA helix of HA mutate to conservative amino acids of similar size, which explains the broad neutralization capability of antibodies such as F10 and CR6261. Finally, we found that the hydrogen-bonding network between His-38 (in HA1) and Ser-30/Gln-64 (in Fab) is important for preserving the strong binding of Fab against group 1 HAs, whereas the lack of such hydrogen bonds with Asn-38 in most group 2 HAs may be responsible for the escape of antibody neutralization. These large-scale simulations may provide new insight into the antigen-antibody binding mechanism at the atomic level, which could be essential for designing more-effective vaccines for influenza.
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