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Targeting Influenza Neuraminidase

Targeting Influenza Neuraminidase

Klaus R. Liedl (ORCID: 0000-0002-0985-2299)
  • Grant DOI 10.55776/P23051
  • Funding program Principal Investigator Projects
  • Status ended
  • Start May 1, 2011
  • End April 30, 2016
  • Funding amount € 229,082

Disciplines

Biology (10%); Chemistry (50%); Computer Sciences (10%); Medical-Theoretical Sciences, Pharmacy (30%)

Keywords

    Drug development, Lead Optimization, Molecular Dynamic Simulation, Influenza Neuraminidase, Virtual Scre, Conformational Selection

Abstract Final report

Flu, in its seasonal or pandemic form, is a major threat as infectious disease. The pathogenicity of influenza A and B viruses - the causative agents of influenza - depends on the function of the neuraminidase (NA) enzyme. This protein catalyzes the detachment of sialic acid from the host cell, promotes the distribution of mature viruses and, thus, the spread of the infection. Influenza NA is established as the primary drug target for anti-viral treatment, with inhibitors such as oseltamivir and zanamivir on the market. These drugs are able to decrease the duration of infections and to considerably alleviate symptoms and transmission. The development of new potent inhibitors is critical, as emerging drug resistances due to mutations of the viral enzyme are continuously reported for approved inhibitors. During the past few years, enormous amounts of data and information on influenza NA have been gathered, indicating a number of weak points and features of influenza NA that have not been addressed in anti-viral drug design so far. Recently this fact has become even more obvious, when experimental and theoretical studies revealed the high structural flexibility of the protein that decisively affects chemical and geometric properties of the binding site. Computational approaches were already driving the development of the first generation of neuraminidase inhibitors and with the recent advancements in fundamental research on influenza NA today we are in the position to apply a plethora of theoretical and experimental approaches to identify next-generation inhibitor leads that are based on innovative rational design concepts. Stimulated by these striking developments we hereby propose a research project for the identification of smart next-generation NA inhibitors employing state-of-the art computational and experimental approaches. We will investigate reported mutations and how these impair drug action at an atomic level of detail and identify locations where such resistance-inducing mutations are likely to occur. These analyses will allow us to systematically exploit novel revealed weak points of NA for the development of smart inhibitors that target conserved residues on the protein side and, hence, face a substantially lower risk of developing drug resistance. We will pay special attention to protein flexibility that has so far largely kept drug design approaches from addressing masked NA subpockets and ligand binding features. Established virological testing systems and surface plasmon resonance technology will be employed to validate computational models and to characterize the binding properties of novel leads. The biological data will be implemented to our theoretical models in iterative feedback cycles in order to identify optimum lead structures of influenza NA inhibitors. In total, we will examine in vitro activity for 120 compounds and we anticipate characterizing 3 to 5 leads of next generation NA inhibitors.

Flu, in its seasonal or pandemic form, is a major threat as infectious disease. The pathogenicity of influenza A and B viruses - the causative agents of influenza - depends on the function of the neuraminidase (NA) enzyme. This protein catalyzes the detachment of sialic acid from the host cell, promotes the distribution of mature viruses and, thus, the spread of the infection. Influenza NA is established as the primary drug target for anti-viral treatment, with inhibitors such as oseltamivir and zanamivir on the market. These drugs are able to decrease the duration of infections and to alleviate symptoms and transmission. Together with our collaboration partner we could identify new inhibitors that not only inhibit viral neuraminidase but also bacterial neuraminidase. Such dual inhibitors can be the starting points for the development of drugs that simultaneously combat influenza and coinfections. To compare different neuraminidases we employed different computer-aided techniques. We especially used methods that explicitly consider protein flexibility, as it is essential for the inhibitors interaction with the enzyme. These methods not only helped to identify inhibitors and to explain their mode of action, but also to rationalize their different behavior towards different neuraminidase enzymes.Neuraminidase is a target with especially pronounced flexibility and thus the application of simulation techniques is especially intriguing and but also challenging. Also for other targets the biological and pharmacological response is influenced by protein flexibility. Hence during the project also other targets were investigated to optimize the computational techniques. In this way during the project we could not only advance the knowledge on new influenza neuraminidase inhibitors, but we could also underline the importance of protein flexibility for the interactions during molecular recognition and for the identification of new lead structure by virtual techniques.

Research institution(s)
  • Universität Innsbruck - 100%
International project participants
  • Michaela Schmidtke, Klinikum der Friedrich-Schiller-Universität Jena - Germany

Research Output

  • 1078 Citations
  • 47 Publications
Publications
  • 2019
    Title An unexpected switch in peptide binding mode: from simulation to substrate specificity
    DOI 10.6084/m9.figshare.5844705.v2
    Type Other
    Author Fuchs J
    Link Publication
  • 2019
    Title An unexpected switch in peptide binding mode: from simulation to substrate specificity
    DOI 10.6084/m9.figshare.5844705
    Type Other
    Author Fuchs J
    Link Publication
  • 2018
    Title An unexpected switch in peptide binding mode: from simulation to substrate specificity
    DOI 10.6084/m9.figshare.5844705.v1
    Type Other
    Author Fuchs J
    Link Publication
  • 2016
    Title Protease Inhibitors in View of Peptide Substrate Databases
    DOI 10.1021/acs.jcim.6b00064
    Type Journal Article
    Author Waldner B
    Journal Journal of Chemical Information and Modeling
    Pages 1228-1235
    Link Publication
  • 2016
    Title Kinetic barriers in the isomerization of substituted ureas: implications for computer-aided drug design
    DOI 10.1007/s10822-016-9913-4
    Type Journal Article
    Author Loeffler J
    Journal Journal of Computer-Aided Molecular Design
    Pages 391-400
    Link Publication
  • 2016
    Title Quantitative Correlation of Conformational Binding Enthalpy with Substrate Specificity of Serine Proteases
    DOI 10.1021/acs.jpcb.5b10637
    Type Journal Article
    Author Waldner B
    Journal The Journal of Physical Chemistry B
    Pages 299-308
    Link Publication
  • 2015
    Title Matched Peptides: Tuning Matched Molecular Pair Analysis for Biopharmaceutical Applications
    DOI 10.1021/acs.jcim.5b00476
    Type Journal Article
    Author Fuchs J
    Journal Journal of Chemical Information and Modeling
    Pages 2315-2323
    Link Publication
  • 2015
    Title Independent Metrics for Protein Backbone and Side-Chain Flexibility: Time Scales and Effects of Ligand Binding
    DOI 10.1021/ct500633u
    Type Journal Article
    Author Fuchs J
    Journal Journal of Chemical Theory and Computation
    Pages 851-860
  • 2011
    Title Proteinflexibilität der Neuraminidase öffnet neue Möglichkeiten für die Wirkstoffentwicklung
    DOI 10.1002/pauz.201190014
    Type Journal Article
    Author Von Grafenstein S
    Journal Pharmazie in unserer Zeit
    Pages 99-100
  • 2013
    Title Interface dynamics explain assembly dependency of influenza neuraminidase catalytic activity
    DOI 10.1080/07391102.2013.855142
    Type Journal Article
    Author Von Grafenstein S
    Journal Journal of Biomolecular Structure and Dynamics
    Pages 104-120
    Link Publication
  • 2013
    Title Entropy from State Probabilities: Hydration Entropy of Cations
    DOI 10.1021/jp311418q
    Type Journal Article
    Author Huber R
    Journal The Journal of Physical Chemistry B
    Pages 6466-6472
    Link Publication
  • 2013
    Title Computer-Guided Approach to Access the Anti-influenza Activity of Licorice Constituents
    DOI 10.1021/np400817j
    Type Journal Article
    Author Grienke U
    Journal Journal of Natural Products
    Pages 563-570
    Link Publication
  • 2013
    Title Substrate Sequences Tell Similar Stories as Binding Cavities: Commentary
    DOI 10.1021/ci4005783
    Type Journal Article
    Author Fuchs J
    Journal Journal of Chemical Information and Modeling
    Pages 3115-3116
    Link Publication
  • 2012
    Title Influenza neuraminidase: A druggable target for natural products
    DOI 10.1039/c1np00053e
    Type Journal Article
    Author Grienke U
    Journal Natural Product Reports
    Pages 11-36
  • 2012
    Title Identification of Novel Liver X Receptor Activators by Structure-Based Modeling
    DOI 10.1021/ci300096c
    Type Journal Article
    Author Von Grafenstein S
    Journal Journal of Chemical Information and Modeling
    Pages 1391-1400
    Link Publication
  • 2014
    Title Antipneumococcal activity of neuraminidase inhibiting artocarpin
    DOI 10.1016/j.ijmm.2014.12.004
    Type Journal Article
    Author Walther E
    Journal International Journal of Medical Microbiology
    Pages 289-297
    Link Publication
  • 2014
    Title (How to) Profit from Molecular Dynamics-based Ensemble Docking
    DOI 10.1007/978-94-017-9257-8_15
    Type Book Chapter
    Author Von Grafenstein S
    Publisher Springer Nature
    Pages 501-538
  • 2014
    Title Untersuchungen zur Resistenz von Erregern bei Harnwegsinfektionen stationärer Patienten gegenüber Nitroxolin
    DOI 10.3205/14peg41
    Type Other
    Author Pfister W
    Link Publication
  • 2014
    Title Fitness und Capsular switch von Pneumokokkenisolaten aus Deutschland
    DOI 10.3205/14peg39
    Type Other
    Author Herrmann L
    Link Publication
  • 2014
    Title Precursors for cytochrome P450 profiling breath tests from an in silico screening approach
    DOI 10.1088/1752-7155/8/4/046001
    Type Journal Article
    Author Von Grafenstein S
    Journal Journal of Breath Research
    Pages 046001
    Link Publication
  • 2011
    Title Novel neuraminidase inhibitors: identification, biological evaluation and investigations of the binding mode
    DOI 10.4155/fmc.10.292
    Type Journal Article
    Author Kirchmair J
    Journal Future medicinal chemistry
    Pages 437-450
  • 2014
    Title Interface dynamics explain assembly dependency of influenza neuraminidase catalytic activity
    DOI 10.6084/m9.figshare.862923.v2
    Type Other
    Author Grafenstein S
    Link Publication
  • 2014
    Title Heteroaromatic p-Stacking Energy Landscapes
    DOI 10.1021/ci500183u
    Type Journal Article
    Author Huber R
    Journal Journal of Chemical Information and Modeling
    Pages 1371-1379
    Link Publication
  • 2011
    Title Development of anti-viral agents using molecular modeling and virtual screening techniques.
    DOI 10.2174/187152611794407782
    Type Journal Article
    Author Kirchmair J
    Journal Infectious disorders drug targets
    Pages 64-93
  • 2015
    Title Dynamics Govern Specificity of a Protein-Protein Interface: Substrate Recognition by Thrombin
    DOI 10.1371/journal.pone.0140713
    Type Journal Article
    Author Fuchs J
    Journal PLOS ONE
    Link Publication
  • 2015
    Title Interface dynamics explain assembly dependency of influenza neuraminidase catalytic activity
    DOI 10.6084/m9.figshare.862923.v5
    Type Other
    Author Grafenstein S
    Link Publication
  • 2015
    Title Interface dynamics explain assembly dependency of influenza neuraminidase catalytic activity
    DOI 10.6084/m9.figshare.862923
    Type Other
    Author Grafenstein S
    Link Publication
  • 2015
    Title Interface dynamics explain assembly dependency of influenza neuraminidase catalytic activity
    DOI 10.6084/m9.figshare.862923.v3
    Type Other
    Author Grafenstein S
    Link Publication
  • 2015
    Title Interface dynamics explain assembly dependency of influenza neuraminidase catalytic activity
    DOI 10.6084/m9.figshare.862923.v4
    Type Other
    Author Grafenstein S
    Link Publication
  • 2015
    Title Characterizing Protease Specificity: How Many Substrates Do We Need?
    DOI 10.1371/journal.pone.0142658
    Type Journal Article
    Author Schauperl M
    Journal PLOS ONE
    Link Publication
  • 2015
    Title Strong Nonadditivity as a Key Structure–Activity Relationship Feature: Distinguishing Structural Changes from Assay Artifacts
    DOI 10.1021/acs.jcim.5b00018
    Type Journal Article
    Author Kramer C
    Journal Journal of Chemical Information and Modeling
    Pages 483-494
    Link Publication
  • 2013
    Title Substrate-Driven Mapping of the Degradome by Comparison of Sequence Logos
    DOI 10.1371/journal.pcbi.1003353
    Type Journal Article
    Author Fuchs J
    Journal PLoS Computational Biology
    Link Publication
  • 2013
    Title Cavities Tell More than Sequences: Exploring Functional Relationships of Proteases via Binding Pockets
    DOI 10.1021/ci300550a
    Type Journal Article
    Author Glinca S
    Journal Journal of Chemical Information and Modeling
    Pages 2082-2092
  • 2013
    Title Specificity of a protein–protein interface: Local dynamics direct substrate recognition of effector caspases
    DOI 10.1002/prot.24417
    Type Journal Article
    Author Fuchs J
    Journal Proteins: Structure, Function, and Bioinformatics
    Pages 546-555
    Link Publication
  • 2013
    Title Cleavage Entropy as Quantitative Measure of Protease Specificity
    DOI 10.1371/journal.pcbi.1003007
    Type Journal Article
    Author Fuchs J
    Journal PLoS Computational Biology
    Link Publication
  • 2012
    Title Dynamic Regulation of Phenylalanine Hydroxylase by Simulated Redox Manipulation
    DOI 10.1371/journal.pone.0053005
    Type Journal Article
    Author Fuchs J
    Journal PLoS ONE
    Link Publication
  • 2015
    Title Complementary assays helping to overcome challenges for identifying neuraminidase inhibitors
    DOI 10.2217/fvl.14.97
    Type Journal Article
    Author Richter M
    Journal Future Virology
    Pages 77-88
  • 2018
    Title An unexpected switch in peptide binding mode: from simulation to substrate specificity
    DOI 10.1080/07391102.2017.1407674
    Type Journal Article
    Author Kahler U
    Journal Journal of Biomolecular Structure and Dynamics
    Pages 4072-4084
    Link Publication
  • 2017
    Title Molecular Connectivity Predefines Polypharmacology: Aliphatic Rings, Chirality, and sp3 Centers Enhance Target Selectivity
    DOI 10.3389/fphar.2017.00552
    Type Journal Article
    Author Monteleone S
    Journal Frontiers in Pharmacology
    Pages 552
    Link Publication
  • 2017
    Title Determinants of Macromolecular Specificity from Proteomics-Derived Peptide Substrate Data
    DOI 10.2174/1389203717666160724211231
    Type Journal Article
    Author Fuchs J
    Journal Current Protein & Peptide Science
    Pages 905-913
    Link Publication
  • 2017
    Title Binding Pose Flip Explained via Enthalpic and Entropic Contributions
    DOI 10.1021/acs.jcim.6b00483
    Type Journal Article
    Author Schauperl M
    Journal Journal of Chemical Information and Modeling
    Pages 345-354
    Link Publication
  • 2017
    Title Discovery and Characterization of Diazenylaryl Sulfonic Acids as Inhibitors of Viral and Bacterial Neuraminidases
    DOI 10.3389/fmicb.2017.00205
    Type Journal Article
    Author Hoffmann A
    Journal Frontiers in Microbiology
    Pages 205
    Link Publication
  • 2017
    Title Mechanisms Responsible for ?-Pore Currents in Cav Calcium Channel Voltage-Sensing Domains
    DOI 10.1016/j.bpj.2017.08.010
    Type Journal Article
    Author Monteleone S
    Journal Biophysical Journal
    Pages 1485-1495
    Link Publication
  • 2017
    Title Balance between hydration enthalpy and entropy is important for ice binding surfaces in Antifreeze Proteins
    DOI 10.1038/s41598-017-11982-8
    Type Journal Article
    Author Schauperl M
    Journal Scientific Reports
    Pages 11901
    Link Publication
  • 2016
    Title Dual Acting Neuraminidase Inhibitors Open New Opportunities to Disrupt the Lethal Synergism between Streptococcus pneumoniae and Influenza Virus
    DOI 10.3389/fmicb.2016.00357
    Type Journal Article
    Author Walther E
    Journal Frontiers in Microbiology
    Pages 357
    Link Publication
  • 2016
    Title Sequence diversity of NanA manifests in distinct enzyme kinetics and inhibitor susceptibility
    DOI 10.1038/srep25169
    Type Journal Article
    Author Xu Z
    Journal Scientific Reports
    Pages 25169
    Link Publication
  • 2016
    Title Enthalpic and Entropic Contributions to Hydrophobicity
    DOI 10.1021/acs.jctc.6b00422
    Type Journal Article
    Author Schauperl M
    Journal Journal of Chemical Theory and Computation
    Pages 4600-4610
    Link Publication

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