Targeting Influenza Neuraminidase
Targeting Influenza Neuraminidase
Disciplines
Biology (10%); Chemistry (50%); Computer Sciences (10%); Medical-Theoretical Sciences, Pharmacy (30%)
Keywords
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Drug development,
Lead Optimization,
Molecular Dynamic Simulation,
Influenza Neuraminidase,
Virtual Scre,
Conformational Selection
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.
- Universität Innsbruck - 100%
- Michaela Schmidtke, Klinikum der Friedrich-Schiller-Universität Jena - Germany
Research Output
- 1078 Citations
- 47 Publications
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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