Utilising structural knowledge in drug design strategies: applications using Relibase.

The concept of structure-based drug design is based upon an in-depth understanding of the principles of molecular recognition. Despite our lack of a thorough comprehension of these principles, the wealth of protein structures available opens up unprecedented possibilities for new insights from the analysis of these data. Unravelling universal rules of molecular recognition is certainly one of the most appealing goals. But our knowledge is enhanced also when studying the specific determinants that characterise single targets or target families only, and the factors governing and discriminating their recognition properties.Here, we illustrate how the structure-based design process can benefit from the consequent incorporation of database query tools. We discuss representative examples to address issues such as protein flexibility, water molecules in binding pockets, and ligand specificity as some of the most critical aspects of drug design. All studies are carried out using our database system Relibase. We also show the application of Relibase in searching for preferred geometrical patterns between interacting molecular fragments.

[1]  G. Schulz,et al.  Adenylate kinase motions during catalysis: an energetic counterweight balancing substrate binding. , 1996, Structure.

[2]  C. Stout,et al.  Crystal structures of aconitase with isocitrate and nitroisocitrate bound. , 1993, Biochemistry.

[3]  Xi Chen,et al.  The Binding Database: data management and interface design , 2002, Bioinform..

[4]  Gerhard Klebe,et al.  From Structure to Function: A New Approach to Detect Functional Similarity among Proteins Independent from Sequence and Fold Homology. , 2001, Angewandte Chemie.

[5]  J. Thornton,et al.  PQS: a protein quaternary structure file server. , 1998, Trends in biochemical sciences.

[6]  A. Chamberlin,et al.  Blockers of human T cell Kv1.3 potassium channels using de novo ligand design and solid-phase parallel combinatorial chemistry. , 1999, Bioorganic & medicinal chemistry letters.

[7]  Gert Vriend,et al.  Collecting and harvesting biological data: the GPCRDB and NucleaRDB information systems , 2001, Nucleic Acids Res..

[8]  Gerhard Klebe,et al.  Recent developments in structure-based drug design , 2000, Journal of Molecular Medicine.

[9]  J B Findlay,et al.  Promise: a new database of information on prosthetic centres and metal ions in protein active sites. , 1997, Protein engineering.

[10]  T. N. Bhat,et al.  The Protein Data Bank , 2000, Nucleic Acids Res..

[11]  R C Wade,et al.  Rational modification of human synovial fluid phospholipase A2 inhibitors. , 1994, Journal of medicinal chemistry.

[12]  Hans-Joachim Böhm,et al.  LUDI: rule-based automatic design of new substituents for enzyme inhibitor leads , 1992, J. Comput. Aided Mol. Des..

[13]  R Nussinov,et al.  Flexible docking allowing induced fit in proteins: Insights from an open to closed conformational isomers , 1998, Proteins.

[14]  Kirill Degtyarenko,et al.  PROMISE: a database of bioinorganic motifs , 1999, Nucleic Acids Res..

[15]  G Klebe,et al.  A new target for shigellosis: rational design and crystallographic studies of inhibitors of tRNA-guanine transglycosylase. , 2000, Journal of molecular biology.

[16]  David C. Jones,et al.  CATH--a hierarchic classification of protein domain structures. , 1997, Structure.

[17]  R. Huber,et al.  Crystal structures of factor Xa specific inhibitors in complex with trypsin: structural grounds for inhibition of factor Xa and selectivity against thrombin , 1995, FEBS letters.

[18]  Gerhard Klebe,et al.  Relibase: design and development of a database for comprehensive analysis of protein-ligand interactions. , 2003, Journal of molecular biology.

[19]  J. Ladbury Just add water! The effect of water on the specificity of protein-ligand binding sites and its potential application to drug design. , 1996, Chemistry & biology.

[20]  M. L. Jones,et al.  PDBsum: a Web-based database of summaries and analyses of all PDB structures. , 1997, Trends in biochemical sciences.

[21]  M. Lewis,et al.  A closer view of the conformation of the Lac repressor bound to operator , 2000, Nature Structural Biology.

[22]  R M Stroud,et al.  Approaches to solving the rigid receptor problem by identifying a minimal set of flexible residues during ligand docking. , 2001, Chemistry & biology.

[23]  Gerhard Klebe,et al.  Subnanomolar Inhibitors from Computer Screening: A Model Study Using Human Carbonic Anhydrase II. , 2001, Angewandte Chemie.

[24]  C. Kissinger,et al.  Design, synthesis and X-ray crystallographic studies of novel FKBP-12 ligands , 1995 .

[25]  P. Winocour,et al.  Potent and selective bicyclic lactam inhibitors of thrombin. Part 4: transition state inhibitors. , 2001, Bioorganic & medicinal chemistry letters.

[26]  N M Luscombe,et al.  New tools and resources for analysing protein structures and their interactions. , 1998, Acta crystallographica. Section D, Biological crystallography.

[27]  R. Huber,et al.  Structural and functional analyses of benzamidine-based inhibitors in complex with trypsin: implications for the inhibition of factor Xa, tPA, and urokinase. , 1998, Journal of medicinal chemistry.

[28]  Thomas Lengauer,et al.  FlexE: efficient molecular docking considering protein structure variations. , 2001, Journal of molecular biology.

[29]  X Chen,et al.  BindingDB: a web-accessible molecular recognition database. , 2001, Combinatorial chemistry & high throughput screening.

[30]  A G Murzin,et al.  SCOP: a structural classification of proteins database for the investigation of sequences and structures. , 1995, Journal of molecular biology.

[31]  Rafael Najmanovich,et al.  Side‐chain flexibility in proteins upon ligand binding , 2000, Proteins.

[32]  Philip M. Dean,et al.  Hydration in drug design. 1. Multiple hydrogen-bonding features of water molecules in mediating protein-ligand interactions , 1995, J. Comput. Aided Mol. Des..

[33]  T Lengauer,et al.  The particle concept: placing discrete water molecules during protein‐ligand docking predictions , 1999, Proteins.

[34]  Chris Sander,et al.  Touring protein fold space with Dali/FSSP , 1998, Nucleic Acids Res..

[35]  PatrickY.-S. Lam,et al.  Rational design of potent, bioavailable, nonpeptide cyclic ureas as HIV protease inhibitors. , 1994, Science.

[36]  J. Tame,et al.  Crystallographic and calorimetric analysis of peptide binding to OppA protein. , 1999, Journal of molecular biology.

[37]  S. White,et al.  Membrane protein folding and stability: physical principles. , 1999, Annual review of biophysics and biomolecular structure.

[38]  Akinori Sarai,et al.  3DinSight: an integrated relational database and search tool for the structure, function and properties of biomolecules , 1998, Bioinform..

[39]  A. Ben-Naim,et al.  A possible involvement of solvent-induced interactions in drug design. , 1996, Journal of medicinal chemistry.

[40]  Robin Taylor,et al.  IsoStar: A library of information about nonbonded interactions , 1997, J. Comput. Aided Mol. Des..

[41]  W. Bode,et al.  Design of benzamidine-type inhibitors of factor Xa. , 1998, Journal of medicinal chemistry.

[42]  G Klebe,et al.  Use of Relibase for retrieving complex three-dimensional interaction patterns including crystallographic packing effects. , 2001, Biopolymers.

[43]  Jean-Pierre Toutant,et al.  aCHEdb: the database system for ESTHER, the alpha/beta fold family of proteins and the Cholinesterase gene server , 1998, Nucleic Acids Res..

[44]  V. Mikol,et al.  The role of water molecules in the structure-based design of (5-hydroxynorvaline)-2-cyclosporin: synthesis, biological activity, and crystallographic analysis with cyclophilin A. , 1995, Journal of medicinal chemistry.

[45]  P E Bourne,et al.  The protein kinase resource. , 1997, Trends in biochemical sciences.

[46]  S. Bell,et al.  Charting a course through RNA polymerase , 2000, Nature Structural Biology.

[47]  N. Rawlings,et al.  The MEROPS database as a protease information system. , 2001, Journal of structural biology.

[48]  R A Sayle,et al.  RASMOL: biomolecular graphics for all. , 1995, Trends in biochemical sciences.

[49]  Roman A. Laskowski,et al.  PDBsum: summaries and analyses of PDB structures , 2001, Nucleic Acids Res..

[50]  John E. Ladbury,et al.  The role of water in sequence-independent ligand binding by an oligopeptide transporter protein , 1996, Nature Structural Biology.

[51]  G J Williams,et al.  The Protein Data Bank: a computer-based archival file for macromolecular structures. , 1977, Journal of molecular biology.

[52]  J. Grembecka,et al.  Computer-aided design and activity prediction of leucine aminopeptidase inhibitors , 2000, J. Comput. Aided Mol. Des..

[53]  L. Kuhn,et al.  Virtual screening with solvation and ligand-induced complementarity , 2000 .

[54]  J. Tainer,et al.  Screening a peptidyl database for potential ligands to proteins with side‐chain flexibility , 1998, Proteins.

[55]  C L Verlinde,et al.  The role of waters in docking strategies with incremental flexibility for carbohydrate derivatives: heat-labile enterotoxin, a multivalent test case. , 1999, Journal of medicinal chemistry.

[56]  R E Hubbard,et al.  Relating structure to thermodynamics: The crystal structures and binding affinity of eight OppA‐peptide complexes , 1999, Protein science : a publication of the Protein Society.