Quantized surface complementarity diversity (QSCD): a model based on small molecule-target complementarity.

A model of molecular diversity is presented. The model, termed "Quantized Surface Complementarity Diversity" (QSCD), defines molecular diversity by measuring molecular complementarity to a fully enumerated set of theoretical target surfaces. Molecular diversity space is defined as the molecular complement to this set of enumerated surfaces. Using a set of known test compounds, the model is shown to be biologically relevant, consistently scoring known actives as similar. At the resolution of the model, which examines molecules "quantized" into 4.24 A cubic units and treats four points of specific energetic complementarity, the minimum number of compounds needed to fully cover molecular diversity space up to volume 1070 cubic A is estimated to be on the order of 24 million molecules. Most importantly, QSCD allows for individual points in diversity space to be filled by direct modeling of molecular libraries into detailed 3D templates of shape and functionality.

[1]  P. D. Cook,et al.  Solution Phase Combinatorial Chemistry. Discovery of Novel Polyazapyridinophanes with Potent Antibacterial Activity by a Solution Phase Simultaneous Addition of Functionalities Approach , 1997 .

[2]  P Burkhard,et al.  An example of a protein ligand found by database mining: description of the docking method and its verification by a 2.3 A X-ray structure of a thrombin-ligand complex. , 1998, Journal of molecular biology.

[3]  H. Matter,et al.  Selecting optimally diverse compounds from structure databases: a validation study of two-dimensional and three-dimensional molecular descriptors. , 1997, Journal of medicinal chemistry.

[4]  Paul A. Bartlett,et al.  Combinatorial chemistry: The search continues Editorial overview , 1999 .

[5]  P. Bartlett,et al.  Synthetic Design for Combinatorial Chemistry. Solution and Polymer-Supported Synthesis of Polycyclic Lactams by Intramolecular Cyclization of Azomethine Ylides , 1997 .

[6]  A. Ghose,et al.  A knowledge-based approach in designing combinatorial or medicinal chemistry libraries for drug discovery. 1. A qualitative and quantitative characterization of known drug databases. , 1999, Journal of combinatorial chemistry.

[7]  A. Good,et al.  New methodology for profiling combinatorial libraries and screening sets: cleaning up the design process with HARPick. , 1997, Journal of medicinal chemistry.

[8]  L. Kauvar,et al.  The diversity challenge in combinatorial chemistry. , 1998, Current opinion in drug discovery & development.

[9]  J. Mason,et al.  Diversity assessment. , 1999, Current opinion in chemical biology.

[10]  D. Boger,et al.  Convergent Solution-Phase Combinatorial Synthesis with Multiplication of Diversity through Rigid Biaryl and Diarylacetylene Couplings , 1999 .

[11]  Stuart L. Schreiber,et al.  Stereoselective Synthesis of over Two Million Compounds Having Structural Features Both Reminiscent of Natural Products and Compatible with Miniaturized Cell-Based Assays , 1998 .

[12]  Ajay,et al.  Computational methods to predict binding free energy in ligand-receptor complexes. , 1995, Journal of medicinal chemistry.

[13]  I. Kuntz,et al.  Molecular similarity based on DOCK-generated fingerprints. , 1996, Journal of medicinal chemistry.

[14]  J. Mason,et al.  New 4-point pharmacophore method for molecular similarity and diversity applications: overview of the method and applications, including a novel approach to the design of combinatorial libraries containing privileged substructures. , 1999, Journal of medicinal chemistry.

[15]  G. Bemis,et al.  The properties of known drugs. 1. Molecular frameworks. , 1996, Journal of medicinal chemistry.

[16]  R. Ball,et al.  Tryptophan-derived NK1 antagonists: conformationally constrained heterocyclic bioisosteres of the ester linkage. , 1995, Journal of medicinal chemistry.

[17]  David M. Rocke,et al.  Predicting ligand binding to proteins by affinity fingerprinting. , 1995, Chemistry & biology.

[18]  Anton J. Hopfinger,et al.  Prediction of Ligand-Receptor Binding Thermodynamics by Free Energy Force Field (FEFF) 3D-QSAR Analysis: Application to a Set of Peptidometic Renin Inhibitors , 1997, J. Chem. Inf. Comput. Sci..

[19]  Stephen D. Pickett,et al.  Diversity Profiling and Design Using 3D Pharmacophores: Pharmacophore-Derived Queries (PDQ) , 1996, J. Chem. Inf. Comput. Sci..

[20]  G Klebe,et al.  Energetic and entropic factors determining binding affinity in protein-ligand complexes. , 1997, Journal of receptor and signal transduction research.

[21]  J. Mayer,et al.  Solid phase synthesis of 1,4-benzodiazepine-2,5-diones , 1996 .

[22]  S. Kim,et al.  "Soft docking": matching of molecular surface cubes. , 1991, Journal of molecular biology.

[23]  A. N. Jain,et al.  IcePick: a flexible surface-based system for molecular diversity. , 1999, Journal of medicinal chemistry.

[24]  T. Creighton Proteins: Structures and Molecular Properties , 1986 .

[25]  H. Wolfson,et al.  Examination of shape complementarity in docking of Unbound proteins , 1999, Proteins.

[26]  Sung-Sau So,et al.  A comparative study of ligand-receptor complex binding affinity prediction methods based on glycogen phosphorylase inhibitors , 1999, J. Comput. Aided Mol. Des..

[27]  A. Fersht The hydrogen bond in molecular recognition , 1987 .

[28]  Steven L. Dixon,et al.  Bioactive Diversity and Screening Library Selection via Affinity Fingerprinting , 1998, J. Chem. Inf. Comput. Sci..

[29]  H. Edelsbrunner,et al.  Anatomy of protein pockets and cavities: Measurement of binding site geometry and implications for ligand design , 1998, Protein science : a publication of the Protein Society.

[30]  J. Drews Genomic sciences and the medicine of tomorrow , 1996, Nature Biotechnology.

[31]  T. Carell,et al.  New promise in combinatorial chemistry: synthesis, characterization, and screening of small-molecule libraries in solution. , 1995, Chemistry & biology.

[32]  T. Mitchison,et al.  Towards a pharmacological genetics. , 1994, Chemistry & biology.

[33]  Gordon M. Crippen,et al.  The measurement of molecular diversity by receptor site interaction simulation , 1998, J. Comput. Aided Mol. Des..

[34]  Y. Martin,et al.  Computational methods in molecular diversity and combinatorial chemistry. , 1998, Current opinion in chemical biology.

[35]  Y. Martin,et al.  A general and fast scoring function for protein-ligand interactions: a simplified potential approach. , 1999, Journal of medicinal chemistry.

[36]  Robert D Clark,et al.  Neighborhood behavior: a useful concept for validation of "molecular diversity" descriptors. , 1996, Journal of medicinal chemistry.

[37]  Kit S. Lam,et al.  The "One-Bead-One-Compound" Combinatorial Library Method. , 1997, Chemical reviews.

[38]  Jonathan S. Mason,et al.  Chemistry Space Metrics in Diversity Analysis, Library Design, and Compound Selection , 1998, J. Chem. Inf. Comput. Sci..

[39]  J. Rebek,et al.  The 55 % Solution: A Formula for Molecular Recognition in the Liquid State , 1998 .

[40]  Stuart L. Schreiber,et al.  Printing Small Molecules as Microarrays and Detecting Protein−Ligand Interactions en Masse , 1999 .

[41]  Wendy A. Warr,et al.  Commercial software systems for diversity analysis , 1996 .

[42]  K. M. Smith,et al.  Novel software tools for chemical diversity , 1998 .

[43]  S. L. Dixon,et al.  The hidden component of size in two-dimensional fragment descriptors: side effects on sampling in bioactive libraries. , 1999, Journal of medicinal chemistry.

[44]  A Polinsky Combichem and chemoinformatics. , 1999, Current opinion in drug discovery & development.

[45]  Marvin Johnson,et al.  Concepts and applications of molecular similarity , 1990 .

[46]  P. Depreux,et al.  Synthesis and structure-activity relationships of novel naphthalenic and bioisosteric related amidic derivatives as melatonin receptor ligands. , 1998, Journal of medicinal chemistry.

[47]  J. Thornton,et al.  Tess: A geometric hashing algorithm for deriving 3D coordinate templates for searching structural databases. Application to enzyme active sites , 1997, Protein science : a publication of the Protein Society.

[48]  J. Ellman,et al.  Solid-Phase Synthesis of 1,4-Benzodiazepine-2,5-diones. Library Preparation and Demonstration of Synthesis Generality , 1997 .

[49]  Terry Gaasterland,et al.  Structural genomics: Bioinformatics in the driver's seat , 1998, Nature Biotechnology.

[50]  D. Y. Solandt,et al.  Propagation of the measurement uncertainty for the numerical reconstruction of holograms in Fresnel approximation , 2018, Speckle: International Conference on Speckle Metrology.