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1 Cheminformatics David Shiuan Department of Life Science and Institute of Biotechnology National Dong Hwa University
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2 Cheminformatics Application of computational tools to solve discovery chemistry problems such as structural and chemical data, library design, and virtual screening. Requires a chemical information system 1. Effective storage of structures and data 2. Accurate retrieval of structures 3. Calculation of structure-derived data such as physical properties and 3D-conformation 4. Execution of in silico chemistry operations Applied Bioinformatics Jun 3, 2008
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3 The first step Choose a chemical structure model. The structures generated by this model need to be standardized, easily interpreted by a computer, compact, and ideally human readable.
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4 The Second Step Appropriate mechanisms are available to retrieve structures that match a target structure or pattern in a variety of ways as in the following examples. Target structure: Cytosine NC1=NC(=O)NC=CC1 Target pattern: Oxygen or nitrogen [N,O]C1=NC(O)=NC=C1 Substituted pyrimidine; Match structure:
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5 Lastly Ability to execute various in silico operations on registered compounds. For example, the ability to perform a reaction transform on a set of compounds as illustrated below. [H][N:4]([H])[C]. [C:1](=[O:2])[Cl] [C:1](=[O:2])[N :4]([H])[C].[Cl][H] Amine + Acid chloride Amide
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6 Representations of Chemical Structure
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8 SMILES (Simplified Molecular Input Line Entry Specification)
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9 SMILES Specification Rules 1. Atoms Atoms are represented by their atomic symbols: this is the only required use of letters in SMILES
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10 SMILES Specification Rules 2. Bonds Single, double, triple, and aromatic bonds are represented by the symbols -, =, #, and :, respectively. Adjacent atoms are assumed to be connected to each other by a single or aromatic bond (single and aromatic bonds may always be omitted).
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11 SMILES Specification Rules 3. Branches ( ) Branches are specified by enclosing them in parentheses, and can be nested or stacked
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12 SMILES Specification Rules 4. Cyclic Structures Cyclic structures are represented by breaking one bond in each ring
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13 SMILES Specification Rules Disconnected compounds are written as individual structures separated by a "." (period). 5. Disconnected Structures
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14 Chemical Database Available Chemical Directory (ACD) ~28 萬 ZINC (UCSF) >460 萬 (3D formatted database, by UCSF, since 2005) MayBridge >6 萬 (3D formatted database, by the company) MedChem Beilstein >900 萬 (the largest database for organic chemistry since 1771, now maintained by Elsevier) World Drug Index (WDI) World of Molecular Bioactivity (WOMBAT) Toxic Substance Control Act (TSCA) >14 萬
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15 Database Size
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35 Acta Crystallographica D60 (2004) 1355-1363.
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40 JME Molecular Editor © is a Java program which allows to draw, edit, and display molecules and reactions. JME editor is relatively small (37 kB) what assures fast loading. For non-commercial use, the JME editor is available free of charge directly from peter.ertl [at] novartis.com.
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49 Welcome to the Interactive 2D to 3D Molecular Converter and Viewer at Molsoft, LLC
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54 ODA (Optimal Docking Areas) a new method to predict protein-protein interaction sites on protein surfaces
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