Conformational flexibility of DENV NS2B/NS3pro: from the inhibitor effect to the serotype influence

The dengue virus (DENV) has four well-known serotypes, namely DENV1 to DENV4, which together cause 50–100 million infections worldwide each year. DENV NS2B/NS3pro is a protease recognized as a valid target for DENV antiviral drug discovery. However, NS2B/NS3pro conformational flexibility, involving in particular the NS2B region, is not yet completely understood and, hence, a big challenge for any virtual screening (VS) campaign. Molecular dynamics (MD) simulations were performed in this study to explore the DENV3 NS2B/NS3pro binding-site flexibility and obtain guidelines for further VS studies. MD simulations were done with and without the Bz-nKRR-H inhibitor, showing that the NS2B region stays close to the NS3pro core even in the ligand-free structure. Binding-site conformational states obtained from the simulations were clustered and further analysed using GRID/PCA, identifying four conformations of potential importance for VS studies. A virtual screening applied to a set of 31 peptide-based DENV NS2B/NS3pro inhibitors, taken from literature, illustrated that selective alternative pharmacophore models can be constructed based on conformations derived from MD simulations. For the first time, the NS2B/NS3pro binding-site flexibility was evaluated for all DENV serotypes using homology models followed by MD simulations. Interestingly, the number of NS2B/NS3pro conformational states differed depending on the serotype. Binding-site differences could be identified that may be crucial to subsequent VS studies.Graphical Abstract

[1]  W. C. Still,et al.  Semianalytical treatment of solvation for molecular mechanics and dynamics , 1990 .

[2]  M Pastor,et al.  A novel strategy for improving ligand selectivity in receptor-based drug design. , 1995, Journal of medicinal chemistry.

[3]  J. Thornton,et al.  PROCHECK: a program to check the stereochemical quality of protein structures , 1993 .

[4]  Ben M. Webb,et al.  Comparative Protein Structure Modeling Using MODELLER , 2007, Current protocols in protein science.

[5]  P. Beroza,et al.  Application of a pairwise generalized Born model to proteins and nucleic acids: inclusion of salt effects , 1999 .

[6]  P. Niyomrattanakit,et al.  Identification of Residues in the Dengue Virus Type 2 NS2B Cofactor That Are Critical for NS3 Protease Activation , 2004, Journal of Virology.

[7]  A. Caflisch,et al.  A fluorescence quenching assay to discriminate between specific and nonspecific inhibitors of dengue virus protease. , 2009, Analytical biochemistry.

[8]  G. Lushington,et al.  Inhibition of Dengue virus and West Nile virus proteases by click chemistry-derived benz[d]isothiazol-3(2H)-one derivatives. , 2012, Bioorganic & medicinal chemistry.

[9]  R. Babine,et al.  MOLECULAR RECOGNITION OF PROTEIN-LIGAND COMPLEXES : APPLICATIONS TO DRUG DESIGN , 1997 .

[10]  Christoph A Sotriffer,et al.  Protocol for rational design of covalently interacting inhibitors. , 2014, Chemphyschem : a European journal of chemical physics and physical chemistry.

[11]  Pascal Benkert,et al.  QMEAN server for protein model quality estimation , 2009, Nucleic Acids Res..

[12]  P. Kollman,et al.  Automatic atom type and bond type perception in molecular mechanical calculations. , 2006, Journal of molecular graphics & modelling.

[13]  Martin J. Stoermer,et al.  Activity of Recombinant Dengue 2 Virus NS3 Protease in the Presence of a Truncated NS2B Co-factor, Small Peptide Substrates, and Inhibitors* , 2001, The Journal of Biological Chemistry.

[14]  T. Darden,et al.  Particle mesh Ewald: An N⋅log(N) method for Ewald sums in large systems , 1993 .

[15]  Ross C. Walker,et al.  An overview of the Amber biomolecular simulation package , 2013 .

[16]  G. Otting,et al.  Binding mode of the activity‐modulating C‐terminal segment of NS2B to NS3 in the dengue virus NS2B–NS3 protease , 2014, The FEBS journal.

[17]  Cameron P Simmons,et al.  The pathogenesis of dengue. , 2011, Vaccine.

[18]  P. Goodford A computational procedure for determining energetically favorable binding sites on biologically important macromolecules. , 1985, Journal of medicinal chemistry.

[19]  Rong Li,et al.  NMR Analysis of a Novel Enzymatically Active Unlinked Dengue NS2B-NS3 Protease Complex* , 2013, The Journal of Biological Chemistry.

[20]  Jacky Flipse,et al.  The Complexity of a Dengue Vaccine: A Review of the Human Antibody Response , 2015, PLoS neglected tropical diseases.

[21]  S. Margosiak,et al.  Small Molecule Pan-Dengue and West Nile Virus NS3 Protease Inhibitors , 2011, Antiviral chemistry & chemotherapy.

[22]  Thierry Langer,et al.  LigandScout: 3-D Pharmacophores Derived from Protein-Bound Ligands and Their Use as Virtual Screening Filters , 2005, J. Chem. Inf. Model..

[23]  Peter L. Freddolino,et al.  Simulations of a protein crystal with a high resolution X-ray structure: evaluation of force fields and water models. , 2010, The journal of physical chemistry. B.

[24]  Christoph Nitsche,et al.  Biochemistry and medicinal chemistry of the dengue virus protease. , 2014, Chemical reviews.

[25]  Alex Y Strongin,et al.  Structural evidence for regulation and specificity of flaviviral proteases and evolution of the Flaviviridae fold , 2007, Protein science : a publication of the Protein Society.

[26]  Piotr Cieplak,et al.  The R.E.D. tools: advances in RESP and ESP charge derivation and force field library building. , 2010, Physical chemistry chemical physics : PCCP.

[27]  G. Katzenmeier,et al.  A comparative biochemical analysis of the NS2B(H)-NS3pro protease complex from four dengue virus serotypes. , 2008, Biochimica et biophysica acta.

[28]  Zheng Yin,et al.  Structural basis for the activation of flaviviral NS3 proteases from dengue and West Nile virus , 2006, Nature Structural &Molecular Biology.

[29]  Wolfgang Jahnke,et al.  Insights into RNA unwinding and ATP hydrolysis by the flavivirus NS3 protein , 2008, The EMBO journal.

[30]  C. Sotriffer,et al.  Slow-Onset Inhibition of Mycobacterium tuberculosis InhA: Revealing Molecular Determinants of Residence Time by MD Simulations , 2015, PloS one.

[31]  E. Clercq Strategies in the design of antiviral drugs , 2010, Nature Reviews Drug Discovery.

[32]  J. Thornton,et al.  Ion-pairs in proteins. , 1983, Journal of molecular biology.

[33]  Peter A. Kollman,et al.  Application of the multimolecule and multiconformational RESP methodology to biopolymers: Charge derivation for DNA, RNA, and proteins , 1995, J. Comput. Chem..

[34]  Man Tsuey Tse All-oral HCV therapies near approval , 2013, Nature Reviews Drug Discovery.

[35]  C. Sotriffer,et al.  Understanding oligomerization in 3alpha-hydroxysteroid dehydrogenase/carbonyl reductase from Comamonas testosteroni: an in silico approach and evidence for an active protein. , 2007, Journal of biotechnology.

[36]  W. Sherman,et al.  Allosteric inhibition of the NS2B-NS3 protease from dengue virus. , 2013, ACS chemical biology.

[37]  Dennis Normile,et al.  Tropical medicine. Surprising new dengue virus throws a spanner in disease control efforts. , 2013, Science.

[38]  G. Otting,et al.  The dengue virus NS2B–NS3 protease retains the closed conformation in the complex with BPTI , 2014, FEBS letters.

[39]  Torsten Schwede,et al.  BIOINFORMATICS Bioinformatics Advance Access published November 12, 2005 The SWISS-MODEL Workspace: A web-based environment for protein structure homology modelling , 2022 .

[40]  Tatiana A. Tatusova,et al.  NCBI Reference Sequences (RefSeq): current status, new features and genome annotation policy , 2011, Nucleic Acids Res..

[41]  S. Vasudevan,et al.  Flexibility between the Protease and Helicase Domains of the Dengue Virus NS3 Protein Conferred by the Linker Region and Its Functional Implications , 2010, The Journal of Biological Chemistry.

[42]  K Schulten,et al.  VMD: visual molecular dynamics. , 1996, Journal of molecular graphics.

[43]  S. Vasudevan,et al.  Peptide inhibitors of dengue virus NS3 protease. Part 2: SAR study of tetrapeptide aldehyde inhibitors. , 2006, Bioorganic & medicinal chemistry letters.

[44]  W. L. Jorgensen,et al.  Comparison of simple potential functions for simulating liquid water , 1983 .

[45]  J. Joseph,et al.  Serotype-Specific Structural Differences in the Protease-Cofactor Complexes of the Dengue Virus Family , 2009, Journal of Virology.

[46]  P. Shi,et al.  Ligand-Bound Structures of the Dengue Virus Protease Reveal the Active Conformation , 2011, Journal of Virology.

[47]  R Core Team,et al.  R: A language and environment for statistical computing. , 2014 .

[48]  Christoph A. Sotriffer,et al.  Molecular dynamics of Mycobacterium tuberculosis KasA: implications for inhibitor and substrate binding and consequences for drug design , 2011, J. Comput. Aided Mol. Des..