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Volumn 19, Issue 8, 2017, Pages 501-512

Speeding up early drug discovery in antiviral research: A fragment-based in silico approach for the design of virtual anti-hepatitis C leads

Author keywords

ADMET; Anti HCV activity; Contribution; Design; Fragments; Mtk QSBER; Quadratic indices; Screening

Indexed keywords

ANTIVIRUS AGENT; PROTEIN BINDING;

EID: 85028993709     PISSN: 21568952     EISSN: 21568944     Source Type: Journal    
DOI: 10.1021/acscombsci.7b00039     Document Type: Article
Times cited : (66)

References (65)
  • 3
    • 84859212951 scopus 로고    scopus 로고
    • Hepatocellular carcinoma
    • Forner, A.; Llovet, J. M.; Bruix, J. Hepatocellular carcinoma. Lancet 2012, 379, 1245−1255.
    • (2012) Lancet , vol.379 , pp. 1245-1255
    • Forner, A.1    Llovet, J.M.2    Bruix, J.3
  • 4
    • 84876149257 scopus 로고    scopus 로고
    • Global epidemiology of hepatitis C virus infection: New estimates of age-specific antibody to HCV seroprevalence
    • Mohd Hanafiah, K.; Groeger, J.; Flaxman, A. D.; Wiersma, S. T. Global epidemiology of hepatitis C virus infection: new estimates of age-specific antibody to HCV seroprevalence. Hepatology 2013, 57, 1333−1342.
    • (2013) Hepatology , vol.57 , pp. 1333-1342
    • Mohd Hanafiah, K.1    Groeger, J.2    Flaxman, A.D.3    Wiersma, S.T.4
  • 5
    • 84975260883 scopus 로고    scopus 로고
    • Mouse systems to model hepatitis C virus treatment and associated resistance
    • Mesalam, A. A.; Vercauteren, K.; Meuleman, P. Mouse systems to model hepatitis C virus treatment and associated resistance. Viruses 2016, 8, 176.
    • (2016) Viruses , vol.8 , pp. 176
    • Mesalam, A.A.1    Vercauteren, K.2    Meuleman, P.3
  • 6
    • 77749336543 scopus 로고    scopus 로고
    • Adverse effects of drugs in the treatment of viral hepatitis
    • Negro, F. Adverse effects of drugs in the treatment of viral hepatitis. Best Pract. Res. Clin. Gastroenterol. 2010, 24, 183−192.
    • (2010) Best Pract. Res. Clin. Gastroenterol. , vol.24 , pp. 183-192
    • Negro, F.1
  • 9
    • 79959780557 scopus 로고    scopus 로고
    • Software and resources for computational medicinal chemistry
    • Liao, C.; Sitzmann, M.; Pugliese, A.; Nicklaus, M. C. Software and resources for computational medicinal chemistry. Future Med. Chem. 2011, 3, 1057−1085.
    • (2011) Future Med. Chem. , vol.3 , pp. 1057-1085
    • Liao, C.1    Sitzmann, M.2    Pugliese, A.3    Nicklaus, M.C.4
  • 10
    • 84953284050 scopus 로고    scopus 로고
    • Searching for anthranilic acid-based thumb pocket 2 HCV NS5B polymerase inhibitors through a combination of molecular docking, 3D-QSAR and virtual screening
    • Vrontaki, E.; Melagraki, G.; Mavromoustakos, T.; Afantitis, A. Searching for anthranilic acid-based thumb pocket 2 HCV NS5B polymerase inhibitors through a combination of molecular docking, 3D-QSAR and virtual screening. J. Enzyme Inhib. Med. Chem. 2016, 31, 38−52.
    • (2016) J. Enzyme Inhib. Med. Chem. , vol.31 , pp. 38-52
    • Vrontaki, E.1    Melagraki, G.2    Mavromoustakos, T.3    Afantitis, A.4
  • 11
    • 84891485738 scopus 로고    scopus 로고
    • Combined 3D-QSAR, molecular docking, molecular dynamics simulation, and binding free energy calculation studies on the 5-hydroxy-2H-pyridazin-3-one derivatives as HCV NS5B polymerase inhibitors
    • Yu, H.; Fang, Y.; Lu, X.; Liu, Y.; Zhang, H. Combined 3D-QSAR, molecular docking, molecular dynamics simulation, and binding free energy calculation studies on the 5-hydroxy-2H-pyridazin-3-one derivatives as HCV NS5B polymerase inhibitors. Chem. Biol. Drug Des. 2014, 83, 89−105.
    • (2014) Chem. Biol. Drug Des. , vol.83 , pp. 89-105
    • Yu, H.1    Fang, Y.2    Lu, X.3    Liu, Y.4    Zhang, H.5
  • 12
    • 84942928754 scopus 로고    scopus 로고
    • Large-scale structure-activity relationship study of hepatitis C virus NS5B polymerase inhibition using SMILES-based descriptors
    • Worachartcheewan, A.; Prachayasittikul, V.; Toropova, A. P.; Toropov, A. A.; Nantasenamat, C. Large-scale structure-activity relationship study of hepatitis C virus NS5B polymerase inhibition using SMILES-based descriptors. Mol. Diversity 2015, 19, 955−964.
    • (2015) Mol. Diversity , vol.19 , pp. 955-964
    • Worachartcheewan, A.1    Prachayasittikul, V.2    Toropova, A.P.3    Toropov, A.A.4    Nantasenamat, C.5
  • 13
    • 84860286484 scopus 로고    scopus 로고
    • Computer-aided drug design methodologies toward the design of anti-hepatitis C agents
    • Speck-Planche, A.; Dias Soeiro Cordeiro, M. N. Computer-aided drug design methodologies toward the design of anti-hepatitis C agents. Curr. Top. Med. Chem. 2012, 12, 802−813.
    • (2012) Curr. Top. Med. Chem. , vol.12 , pp. 802-813
    • Speck-Planche, A.1    Dias Soeiro Cordeiro, M.N.2
  • 14
    • 84894679841 scopus 로고    scopus 로고
    • Multiple e-pharmacophore modeling, 3D-QSAR, and high-throughput virtual screening of hepatitis C virus NS5B polymerase inhibitors
    • Therese, P. J.; Manvar, D.; Kondepudi, S.; Battu, M. B.; Sriram, D.; Basu, A.; Yogeeswari, P.; Kaushik-Basu, N. Multiple e-pharmacophore modeling, 3D-QSAR, and high-throughput virtual screening of hepatitis C virus NS5B polymerase inhibitors. J. Chem. Inf. Model. 2014, 54, 539−552.
    • (2014) J. Chem. Inf. Model. , vol.54 , pp. 539-552
    • Therese, P.J.1    Manvar, D.2    Kondepudi, S.3    Battu, M.B.4    Sriram, D.5    Basu, A.6    Yogeeswari, P.7    Kaushik-Basu, N.8
  • 15
    • 84958811904 scopus 로고    scopus 로고
    • Discovery of Novel Hepatitis C Virus NS5B Polymerase Inhibitors by Combining Random Forest, Multiple e-Pharmacophore Modeling and Docking
    • Wei, Y.; Li, J.; Qing, J.; Huang, M.; Wu, M.; Gao, F.; Li, D.; Hong, Z.; Kong, L.; Huang, W.; Lin, J. Discovery of Novel Hepatitis C Virus NS5B Polymerase Inhibitors by Combining Random Forest, Multiple e-Pharmacophore Modeling and Docking. PLoS One 2016, 11, e0148181.
    • (2016) Plos One , vol.11 , pp. e0148181
    • Wei, Y.1    Li, J.2    Qing, J.3    Huang, M.4    Wu, M.5    Gao, F.6    Li, D.7    Hong, Z.8    Kong, L.9    Huang, W.10    Lin, J.11
  • 16
    • 84987624164 scopus 로고    scopus 로고
    • AVCpred: An integrated web server for prediction and design of antiviral compounds
    • Qureshi, A.; Kaur, G.; Kumar, M. AVCpred: an integrated web server for prediction and design of antiviral compounds. Chem. Biol. Drug Des. 2017, 89, 74−83.
    • (2017) Chem. Biol. Drug Des. , vol.89 , pp. 74-83
    • Qureshi, A.1    Kaur, G.2    Kumar, M.3
  • 17
    • 84953225344 scopus 로고    scopus 로고
    • Brain-inspired cheminformatics of drug-target brain interactome, synthesis, and assay of TVP1022 derivatives
    • Romero-Duran, F. J.; Alonso, N.; Yanez, M.; Caamano, O.; Garcia-Mera, X.; Gonzalez-Diaz, H. Brain-inspired cheminformatics of drug-target brain interactome, synthesis, and assay of TVP1022 derivatives. Neuropharmacology 2016, 103, 270−278.
    • (2016) Neuropharmacology , vol.103 , pp. 270-278
    • Romero-Duran, F.J.1    Alonso, N.2    Yanez, M.3    Caamano, O.4    Garcia-Mera, X.5    Gonzalez-Diaz, H.6
  • 19
    • 84962418526 scopus 로고    scopus 로고
    • First multitarget chemo-bioinformatic model to enable the discovery of antibacterial peptides against multiple Gram-positive pathogens
    • Speck-Planche, A.; Kleandrova, V. V.; Ruso, J. M.; Dias Soeiro Cordeiro, M. N. First multitarget chemo-bioinformatic model to enable the discovery of antibacterial peptides against multiple Gram-positive pathogens. J. Chem. Inf. Model. 2016, 56, 588−598.
    • (2016) J. Chem. Inf. Model. , vol.56 , pp. 588-598
    • Speck-Planche, A.1    Kleandrova, V.V.2    Ruso, J.M.3    Dias Soeiro Cordeiro, M.N.4
  • 20
    • 84930977627 scopus 로고    scopus 로고
    • Enabling virtual screening of potent and safer antimicrobial agents against noma: Mtk-QSBER model for simultaneous prediction of antibacterial activities and ADMET properties
    • Speck-Planche, A.; Cordeiro, M. N. D. S. Enabling virtual screening of potent and safer antimicrobial agents against noma: mtk-QSBER model for simultaneous prediction of antibacterial activities and ADMET properties. Mini-Rev. Med. Chem. 2015, 15, 194−202.
    • (2015) Mini-rev. Med. Chem. , vol.15 , pp. 194-202
    • Speck-Planche, A.1    Cordeiro, M.N.D.S.2
  • 21
    • 84919831590 scopus 로고    scopus 로고
    • Chemoinformatics for medicinal chemistry: In silico model to enable the discovery of potent and safer anti-cocci agents
    • Speck-Planche, A.; Cordeiro, M. N. D. S. Chemoinformatics for medicinal chemistry: in silico model to enable the discovery of potent and safer anti-cocci agents. Future Med. Chem. 2014, 6, 2013−2028.
    • (2014) Future Med. Chem. , vol.6 , pp. 2013-2028
    • Speck-Planche, A.1    Cordeiro, M.N.D.S.2
  • 22
    • 85025110084 scopus 로고    scopus 로고
    • Computational Multitarget Drug Design
    • Zhang, W.; Pei, J.; Lai, L. Computational Multitarget Drug Design. J. Chem. Inf. Model. 2017, 57, 403−412.
    • (2017) J. Chem. Inf. Model. , vol.57 , pp. 403-412
    • Zhang, W.1    Pei, J.2    Lai, L.3
  • 24
    • 84923349993 scopus 로고    scopus 로고
    • Multitasking models for quantitative structure-biological effect relationships: Current status and future perspectives to speed up drug discovery
    • Speck-Planche, A.; Cordeiro, M. N. D. S. Multitasking models for quantitative structure-biological effect relationships: current status and future perspectives to speed up drug discovery. Expert Opin. Drug Discovery 2015, 10, 245−256.
    • (2015) Expert Opin. Drug Discovery , vol.10 , pp. 245-256
    • Speck-Planche, A.1    Cordeiro, M.N.D.S.2
  • 25
    • 84928748723 scopus 로고    scopus 로고
    • Mapping chemical structure-activity information of HAART-drug cocktails over complex networks of AIDS epidemiology and socioeconomic data of U.S. Counties
    • −34
    • Herrera-Ibata, D. M.; Pazos, A.; Orbegozo-Medina, R. A.; Romero-Duran, F. J.; Gonzalez-Diaz, H. Mapping chemical structure-activity information of HAART-drug cocktails over complex networks of AIDS epidemiology and socioeconomic data of U.S. counties. BioSystems 2015, 132−133, 20−34.
    • (2015) Biosystems , pp. 132-133
    • Herrera-Ibata, D.M.1    Pazos, A.2    Orbegozo-Medina, R.A.3    Romero-Duran, F.J.4    Gonzalez-Diaz, H.5
  • 27
    • 84896938175 scopus 로고    scopus 로고
    • ANN multiscale model of anti-HIV drugs activity vs AIDS prevalence in the US at county level based on information indices of molecular graphs and social networks
    • Gonzalez-Diaz, H.; Herrera-Ibata, D. M.; Duardo-Sanchez, A.; Munteanu, C. R.; Orbegozo-Medina, R. A.; Pazos, A. ANN multiscale model of anti-HIV drugs activity vs AIDS prevalence in the US at county level based on information indices of molecular graphs and social networks. J. Chem. Inf. Model. 2014, 54, 744−755.
    • (2014) J. Chem. Inf. Model. , vol.54 , pp. 744-755
    • Gonzalez-Diaz, H.1    Herrera-Ibata, D.M.2    Duardo-Sanchez, A.3    Munteanu, C.R.4    Orbegozo-Medina, R.A.5    Pazos, A.6
  • 28
    • 85020805449 scopus 로고    scopus 로고
    • Multitasking model for computer-aided design and virtual screening of compounds with high anti-HIV activity and desirable ADMET properties
    • 1st ed.; Speck-Planche, A., Ed. Elsevier: Oxford, UK
    • Kleandrova, V. V.; Speck Planche, A. Multitasking model for computer-aided design and virtual screening of compounds with high anti-HIV activity and desirable ADMET properties. In Multi-Scale Approaches in Drug Discovery: From Empirical Knowledge to In Silico Experiments and Back, 1st ed.; Speck-Planche, A., Ed. Elsevier: Oxford, UK, 2017; pp 55−81.
    • (2017) Multi-scale Approaches in Drug Discovery: From Empirical Knowledge to In Silico Experiments and Back , pp. 55-81
    • Kleandrova, V.V.1    Speck Planche, A.2
  • 29
    • 84887943890 scopus 로고    scopus 로고
    • Simultaneous modeling of antimycobacterial activities and ADMET profiles: A chemoinformatic approach to medicinal chemistry
    • Speck-Planche, A.; Cordeiro, M. N. D. S. Simultaneous modeling of antimycobacterial activities and ADMET profiles: a chemoinformatic approach to medicinal chemistry. Curr. Top. Med. Chem. 2013, 13, 1656−1665.
    • (2013) Curr. Top. Med. Chem. , vol.13 , pp. 1656-1665
    • Speck-Planche, A.1    Cordeiro, M.N.D.S.2
  • 31
    • 80054963749 scopus 로고    scopus 로고
    • Mining the ChEMBL database: An efficient chemoinformatics workflow for assembling an ion channel-focused screening library
    • Mok, N. Y.; Brenk, R. Mining the ChEMBL database: an efficient chemoinformatics workflow for assembling an ion channel-focused screening library. J. Chem. Inf. Model. 2011, 51, 2449−2454.
    • (2011) J. Chem. Inf. Model. , vol.51 , pp. 2449-2454
    • Mok, N.Y.1    Brenk, R.2
  • 32
    • 61749093196 scopus 로고    scopus 로고
    • ChEMBL. An interview with John Overington, team leader, chemogenomics at the European Bioinformatics Institute Outstation of the European Molecular Biology Laboratory (EMBL-EBI)
    • Warr, W. A. ChEMBL. An interview with John Overington, team leader, chemogenomics at the European Bioinformatics Institute Outstation of the European Molecular Biology Laboratory (EMBL-EBI). Interview by Wendy A. Warr. J. Comput.-Aided Mol. Des. 2009, 23, 195−198.
    • (2009) Interview by Wendy A. Warr. J. Comput.-aided Mol. Des. , vol.23 , pp. 195-198
    • Warr, W.A.1
  • 36
    • 33845911522 scopus 로고    scopus 로고
    • Bond-based global and local (bond, group and bond-type) quadratic indices and their applications to computer-aided molecular design. 1. QSPR studies of diverse sets of organic chemicals
    • Marrero-Ponce, Y.; Torrens, F.; Alvarado, Y. J.; Rotondo, R. Bond-based global and local (bond, group and bond-type) quadratic indices and their applications to computer-aided molecular design. 1. QSPR studies of diverse sets of organic chemicals. J. Comput.-Aided Mol. Des. 2006, 20, 685−701.
    • (2006) J. Comput.-aided Mol. Des. , vol.20 , pp. 685-701
    • Marrero-Ponce, Y.1    Torrens, F.2    Alvarado, Y.J.3    Rotondo, R.4
  • 40
    • 84981283778 scopus 로고    scopus 로고
    • Enabling the Discovery and Virtual Screening of Potent and Safe Antimicrobial Peptides. Simultaneous Prediction of Antibacterial Activity and Cytotoxicity
    • Kleandrova, V. V.; Ruso, J. M.; Speck-Planche, A.; Dias Soeiro Cordeiro, M. N. Enabling the Discovery and Virtual Screening of Potent and Safe Antimicrobial Peptides. Simultaneous Prediction of Antibacterial Activity and Cytotoxicity. ACS Comb. Sci. 2016, 18, 490− 498.
    • (2016) ACS Comb. Sci. , vol.18 , pp. 490-498
    • Kleandrova, V.V.1    Ruso, J.M.2    Speck-Planche, A.3    Dias Soeiro Cordeiro, M.N.4
  • 42
    • 33645678095 scopus 로고    scopus 로고
    • Statsoft-Team STATISTICA. version 6.0; StatSoft: Tulsa
    • Statsoft-Team STATISTICA. Data Analysis Software System, version 6.0; StatSoft: Tulsa, 2001.
    • (2001) Data Analysis Software System
  • 44
    • 1942429034 scopus 로고
    • Notes on regression and inheritance in the case of two parents
    • Pearson, K. Notes on regression and inheritance in the case of two parents. Proc. R. Soc. London 1895, 58, 240−242.
    • (1895) Proc. R. Soc. London , vol.58 , pp. 240-242
    • Pearson, K.1
  • 45
    • 84903770291 scopus 로고    scopus 로고
    • QSAR-based models for designing quinazoline/ imidazothiazoles/pyrazolopyrimidines based inhibitors against wild and mutant EGFR
    • Chauhan, J. S.; Dhanda, S. K.; Singla, D.; Agarwal, S. M.; Raghava, G. P. QSAR-based models for designing quinazoline/ imidazothiazoles/pyrazolopyrimidines based inhibitors against wild and mutant EGFR. PLoS One 2014, 9, e101079.
    • (2014) Plos One , vol.9 , pp. e101079
    • Chauhan, J.S.1    Dhanda, S.K.2    Singla, D.3    Agarwal, S.M.4    Raghava, G.P.5
  • 46
    • 0000325341 scopus 로고
    • On lines and planes of closest fit to systems of points in space
    • Pearson, K. On lines and planes of closest fit to systems of points in space. Philos. Mag. 1901, 2, 559−572.
    • (1901) Philos. Mag. , vol.2 , pp. 559-572
    • Pearson, K.1
  • 47
    • 58149421595 scopus 로고
    • Analysis of a complex of statistical variables into principal components
    • Hotelling, H. Analysis of a complex of statistical variables into principal components. J. Educ. Psychol. 1933, 24, 417−441.
    • (1933) J. Educ. Psychol. , vol.24 , pp. 417-441
    • Hotelling, H.1
  • 48
    • 0000107975 scopus 로고
    • Relations between two sets of variates
    • Hotelling, H. Relations between two sets of variates. Biometrika 1936, 28, 321−377.
    • (1936) Biometrika , vol.28 , pp. 321-377
    • Hotelling, H.1
  • 49
    • 0000026339 scopus 로고
    • Orthogonal molecular descriptors
    • Randic, M. Orthogonal molecular descriptors. New J. Chem. 1991, 15, 517−525.
    • (1991) New J. Chem. , vol.15 , pp. 517-525
    • Randic, M.1
  • 52
    • 68149122551 scopus 로고    scopus 로고
    • Fragment descriptors in SAR/QSAR/ QSPR studies, molecular similarity analysis and in virtual screening
    • Varnek, A., Tropsha, A., Eds; Royal Society of Chemistry: Cambridge
    • Baskin, I.; Varnek, A. Fragment descriptors in SAR/QSAR/ QSPR studies, molecular similarity analysis and in virtual screening. In Chemoinformatics Approaches to Virtual Screening; Varnek, A., Tropsha, A., Eds; Royal Society of Chemistry: Cambridge, 2008; pp 1−43.
    • (2008) Chemoinformatics Approaches to Virtual Screening , pp. 1-43
    • Baskin, I.1    Varnek, A.2
  • 53
    • 0034038110 scopus 로고    scopus 로고
    • A novel approach for the virtual screening and rational design of anticancer compounds
    • Estrada, E.; Uriarte, E.; Montero, A.; Teijeira, M.; Santana, L.; De Clercq, E. A novel approach for the virtual screening and rational design of anticancer compounds. J. Med. Chem. 2000, 43, 1975−1985.
    • (2000) J. Med. Chem. , vol.43 , pp. 1975-1985
    • Estrada, E.1    Uriarte, E.2    Montero, A.3    Teijeira, M.4    Santana, L.5    De Clercq, E.6
  • 55
    • 84901642561 scopus 로고    scopus 로고
    • Applicability Domain ANalysis (ADAN): A robust method for assessing the reliability of drug property predictions
    • Carrio, P.; Pinto, M.; Ecker, G.; Sanz, F.; Pastor, M. Applicability Domain ANalysis (ADAN): a robust method for assessing the reliability of drug property predictions. J. Chem. Inf. Model. 2014, 54, 1500−1511.
    • (2014) J. Chem. Inf. Model. , vol.54 , pp. 1500-1511
    • Carrio, P.1    Pinto, M.2    Ecker, G.3    Sanz, F.4    Pastor, M.5
  • 56
    • 84896519769 scopus 로고    scopus 로고
    • Generative topographic mapping-based classification models and their applicability domain: Application to the biopharmaceutics Drug Disposition Classification System (BDDCS)
    • Gaspar, H. A.; Marcou, G.; Horvath, D.; Arault, A.; Lozano, S.; Vayer, P.; Varnek, A. Generative topographic mapping-based classification models and their applicability domain: application to the biopharmaceutics Drug Disposition Classification System (BDDCS). J. Chem. Inf. Model. 2013, 53, 3318−3325.
    • (2013) J. Chem. Inf. Model. , vol.53 , pp. 3318-3325
    • Gaspar, H.A.1    Marcou, G.2    Horvath, D.3    Arault, A.4    Lozano, S.5    Vayer, P.6    Varnek, A.7
  • 57
    • 84861521242 scopus 로고    scopus 로고
    • Comparison of different approaches to define the applicability domain of QSAR models
    • Sahigara, F.; Mansouri, K.; Ballabio, D.; Mauri, A.; Consonni, V.; Todeschini, R. Comparison of different approaches to define the applicability domain of QSAR models. Molecules 2012, 17, 4791− 4810.
    • (2012) Molecules , vol.17 , pp. 4791-4810
    • Sahigara, F.1    Mansouri, K.2    Ballabio, D.3    Mauri, A.4    Consonni, V.5    Todeschini, R.6
  • 58
    • 18444418813 scopus 로고    scopus 로고
    • Science resources. Chemists want NIH to curtail database
    • Kaiser, J. Science resources. Chemists want NIH to curtail database. Science 2005, 308, 774.
    • (2005) Science , vol.308 , pp. 774
    • Kaiser, J.1
  • 59
    • 13844312649 scopus 로고    scopus 로고
    • ZINC–a free database of commercially available compounds for virtual screening
    • Irwin, J. J.; Shoichet, B. K. ZINC–a free database of commercially available compounds for virtual screening. J. Chem. Inf. Model. 2005, 45, 177−182.
    • (2005) J. Chem. Inf. Model. , vol.45 , pp. 177-182
    • Irwin, J.J.1    Shoichet, B.K.2
  • 61
    • 0031024171 scopus 로고    scopus 로고
    • Experimental and computational approaches to estimate solubility and permeability in drug discovery and development settings
    • Lipinski, C. A.; Lombardo, F.; Dominy, B. W.; Feeney, P. J. Experimental and computational approaches to estimate solubility and permeability in drug discovery and development settings. Adv. Drug Delivery Rev. 2001, 46, 3−26.
    • (2001) Adv. Drug Delivery Rev. , vol.46 , pp. 3-26
    • Lipinski, C.A.1    Lombardo, F.2    Dominy, B.W.3    Feeney, P.J.4
  • 62
    • 0032600640 scopus 로고    scopus 로고
    • A knowledge-based approach in designing combinatorial or medicinal chemistry libraries for drug discovery. 1. A qualitative and quantitative characterization of known drug databases
    • Ghose, A. K.; Viswanadhan, V. N.; Wendoloski, J. J. A knowledge-based approach in designing combinatorial or medicinal chemistry libraries for drug discovery. 1. A qualitative and quantitative characterization of known drug databases. J. Comb. Chem. 1999, 1, 55− 68.
    • (1999) J. Comb. Chem. , vol.1 , pp. 55-68
    • Ghose, A.K.1    Viswanadhan, V.N.2    Wendoloski, J.J.3
  • 63
    • 0037030653 scopus 로고    scopus 로고
    • Molecular properties that influence the oral bioavailability of drug candidates
    • Veber, D. F.; Johnson, S. R.; Cheng, H. Y.; Smith, B. R.; Ward, K. W.; Kopple, K. D. Molecular properties that influence the oral bioavailability of drug candidates. J. Med. Chem. 2002, 45, 2615−2623.
    • (2002) J. Med. Chem. , vol.45 , pp. 2615-2623
    • Veber, D.F.1    Johnson, S.R.2    Cheng, H.Y.3    Smith, B.R.4    Ward, K.W.5    Kopple, K.D.6
  • 65
    • 55149089769 scopus 로고    scopus 로고
    • CambridgeSoft. version 8.0; CambridgeSoft: Cambridge, MA
    • CambridgeSoft. ChemDraw Ultra, version 8.0; CambridgeSoft: Cambridge, MA, 2003.
    • (2003) Chemdraw Ultra


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