ArticlePLoS computational biology2012
Quantitative predictions of binding free energy changes in drug-resistant influenza neuraminidase.
Article in PLoS computational biology, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
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Who cites it
7 citing papers in PubMed, 20 citations in OpenAlex.
- Article
- Alanine mutation of the catalytic sites of Pantothenate Synthetase causes distinct conformational changes in the ATP binding region.Scientific reports · 2018Article
- Why Do Exceptionally Dangerous Gain-of-Function Experiments in Influenza?Methods in molecular biology (Clifton, N.J.) · 2018Review
- Ethical alternatives to experiments with novel potential pandemic pathogens.PLoS medicine · 2014Article
- Accurate calculation of mutational effects on the thermodynamics of inhibitor binding to p38α MAP kinase: a combined computational and experimental study.Journal of chemical theory and computation · 2013Article
- 21st century natural product research and drug development and traditional medicines.Natural product reports · 2013Review
- Applying physics-based scoring to calculate free energies of binding for single amino acid mutations in protein-protein complexes.PloS one · 2013Article
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Authors and funding
7 authors at 3 institutions in 1 country.
Funding
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Abstract
Quantitatively predicting changes in drug sensitivity associated with residue mutations is a major challenge in structural biology. By expanding the limits of free energy calculations, we successfully identified mutations in influenza neuraminidase (NA) that confer drug resistance to two antiviral drugs, zanamivir and oseltamivir. We augmented molecular dynamics (MD) with Hamiltonian Replica Exchange and calculated binding free energy changes for H274Y, N294S, and Y252H mutants. Based on experimental data, our calculations achieved high accuracy and precision compared with results from established computational methods. Analysis of 15 micros of aggregated MD trajectories provided insights into the molecular mechanisms underlying drug resistance that are at odds with current interpretations of the crystallographic data. Contrary to the notion that resistance is caused by mutant-induced changes in hydrophobicity of the binding pocket, our simulations showed that drug resistance mutations in NA led to subtle rearrangements in the protein structure and its dynamics that together alter the active-site electrostatic environment and modulate inhibitor binding. Importantly, different mutations confer resistance through different conformational changes, suggesting that a generalized mechanism for NA drug resistance is unlikely.
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