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Volumn 18, Issue 1, 2012, Pages 65-82

Application of electron conformational-genetic algorithm approach to 1,4-dihydropyridines as calcium channel antagonists: Pharmacophore identification and bioactivity prediction

Author keywords

4D QSAR; Dihydropyridines; Drug design; Electron conformational genetic algorithm; Pharmacophore

Indexed keywords

1,4 DIHYDROPYRIDINE DERIVATIVE; CALCIUM CHANNEL BLOCKING AGENT;

EID: 84856275323     PISSN: 16102940     EISSN: 09485023     Source Type: Journal    
DOI: 10.1007/s00894-011-1024-5     Document Type: Article
Times cited : (18)

References (70)
  • 3
    • 33745844404 scopus 로고    scopus 로고
    • Fused 1,4-dihydropyridines as potential calcium modulatory compounds
    • DOI 10.2174/138955706777698606
    • Şafak C, Şimşek R (2006) Fused 1,4-dihydropyridines as potential calcium modulatory compounds. Mini Rev Med Chem 6:747-755 (Pubitemid 44027727)
    • (2006) Mini-Reviews in Medicinal Chemistry , vol.6 , Issue.7 , pp. 747-755
    • Safak, C.1    Simsek, R.2
  • 4
    • 0022643980 scopus 로고
    • 2+ antagonist felodipine. Dihydropyridine binding prerequisites assessed from crystallographic data
    • DOI 10.1021/jm00152a023
    • 2+ antagonist felodipine. Dihydropyridine binding prerequisites assessed from crystallographic data. J Med Chem 29:305-307 (Pubitemid 16181619)
    • (1986) Journal of Medicinal Chemistry , vol.29 , Issue.2 , pp. 305-307
    • Fossheim, R.1
  • 5
    • 0024477866 scopus 로고
    • 2+ Channel ligands: Structure-function relationships of the 1,4-dihydropyridines
    • DOI 10.1002/med.2610090203
    • 2+ channel ligands: structure-function relationships of the 1,4-dihydropyridines. Med Res Rev 9:123-180 (Pubitemid 19087406)
    • (1989) Medicinal Research Reviews , vol.9 , Issue.2 , pp. 123-180
    • Triggle, D.J.1    Langs, D.A.2    Janis, R.A.3
  • 8
    • 0038390401 scopus 로고    scopus 로고
    • 1,4-Dihydropyridines as calcium channel ligands and privileged structures
    • DOI 10.1023/A:1023632419813
    • Triggle DJ (2003) 1,4-Dihydropyridines as calcium channel ligands and privileged structures. Cell Mol Neurobiol 23:293-303 (Pubitemid 36676276)
    • (2003) Cellular and Molecular Neurobiology , vol.23 , Issue.3 , pp. 293-303
    • Triggle, D.J.1
  • 9
    • 34547194752 scopus 로고    scopus 로고
    • Classification of 1,4-dihydropyridine calcium channel antagonists using the hyperbox approach
    • DOI 10.1021/ie0614327
    • Kahraman P, Turkay M (2007) Classification of 1,4-dihydropyridine calcium channel antagonists using the hyperbox approach. Ind Eng Chem Res 46:4921-4929 (Pubitemid 47116485)
    • (2007) Industrial and Engineering Chemistry Research , vol.46 , Issue.14 , pp. 4921-4929
    • Kahraman, P.1    Turkay, M.2
  • 10
    • 40649101674 scopus 로고    scopus 로고
    • Modeling calcium channel antagonistic activity of dihydropyridine derivatives using QTMS indices analyzed by GA-PLS and PC-GA-PLS
    • DOI 10.1016/j.jmgm.2007.09.002, PII S1093326307001453
    • Mohajeri A, Hemmateenejad B, Mehdipour A, Miri R (2008) Modeling calcium channel antagonistic activity of dihydropyridine derivatives using QTMS indices analyzed by GA-PLS and PC-GA-PLS. J Mol Graph Model 26:1057-1065 (Pubitemid 351374846)
    • (2008) Journal of Molecular Graphics and Modelling , vol.26 , Issue.7 , pp. 1057-1065
    • Mohajeri, A.1    Hemmateenejad, B.2    Mehdipour, A.3    Miri, R.4
  • 11
    • 27144433809 scopus 로고    scopus 로고
    • QSAR and classification study of 1,4-dihydropyridine calcium channel antagonists based on least squares support vector machines
    • DOI 10.1021/mp050027v
    • Yao X, Liu H, Zhang R, Liu M, Hu Z, Panaye A, Doucet JP, Fan B (2005) QSAR and classification study of 1,4-dihydropyridine calcium channel antagonists based on least squares support vector machines. Mol Pharm 2:348-356 (Pubitemid 41503675)
    • (2005) Molecular Pharmaceutics , vol.2 , Issue.5 , pp. 348-356
    • Yao, X.1    Liu, H.2    Zhang, R.3    Liu, M.4    Hu, Z.5    Panaye, A.6    Doucet, J.P.7    Fan, B.8
  • 12
    • 0037363706 scopus 로고    scopus 로고
    • Comparison between neural networks (NN) and principal component analysis (PCA): Structure activity relationships of 1,4-dihydropyridine calcium channel antagonists (nifedipine analogues)
    • 10.1021/ci010117m 1:CAS:528:DC%2BD3sXhtlSru7s%3D
    • Takahata Y, Costa MCA, Gaudio AC (2003) Comparison between neural networks (NN) and principal component analysis (PCA): structure activity relationships of 1,4-dihydropyridine calcium channel antagonists (nifedipine analogues). J Chem Inf Comput Sci 43:540-544
    • (2003) J Chem Inf Comput Sci , vol.43 , pp. 540-544
    • Takahata, Y.1    Costa, M.C.A.2    Gaudio, A.C.3
  • 13
    • 0036686184 scopus 로고    scopus 로고
    • CoMFA, CoMSIA and GRID/GOLPE studies on calcium entry blocking 1,4-dihydropyridines
    • DOI 10.1002/1521-3838(200208)21:3<239::AID-QSAR239>3.0.CO;2-W
    • Schleifer KJ, Tot E (2002) CoMFA, CoMSIA and GRID/GOLPE studies on calcium entry blocking 1,4-dihydropryridines. Quant Struct Act Relat 21:239-248 (Pubitemid 34951594)
    • (2002) Quantitative Structure-Activity Relationships , vol.21 , Issue.3 , pp. 239-248
    • Schleifer, K.-J.1    Tot, E.2
  • 14
    • 1042300012 scopus 로고    scopus 로고
    • Quantum Chemical-QSAR Study of Some Newly Synthesized 1,4-Dihydropyridine Calcium Channel Blockers
    • Safarpour MA, Hemmateenejad B, Miri R, Jamali M (2003) Quantum chemical-QSAR study of some newly synthesized 1,4-dihydropyridine calcium channel blockers. QSAR Comb Sci 22:997-1005 (Pubitemid 38200481)
    • (2004) QSAR and Combinatorial Science , vol.22 , Issue.9-10 , pp. 997-1005
    • Safarpour, M.A.1    Hemmateenejad, B.2    Miri, R.3    Jamali, M.4
  • 15
    • 0037424611 scopus 로고    scopus 로고
    • Artificial neural networks and genetic algorithms in QSAR
    • 10.1016/S0166-1280(02)00619-X 1:CAS:528:DC%2BD3sXhsVSrurc%3D
    • Niculescu SP (2003) Artificial neural networks and genetic algorithms in QSAR. J Mol Struct THEOCHEM 622:71-83
    • (2003) J Mol Struct THEOCHEM , vol.622 , pp. 71-83
    • Niculescu, S.P.1
  • 16
    • 0037424623 scopus 로고    scopus 로고
    • Pitfalls in quantitative structure-activity relationships (QSARs) for predicting toxicity
    • 10.1016/S0166-1280(02)00616-4 1:CAS:528:DC%2BD3sXhsVSrurg%3D
    • Cronin MTD, Schultz TW (2003) Pitfalls in quantitative structure-activity relationships (QSARs) for predicting toxicity. J Mol Struct THEOCHEM 622:39-52
    • (2003) J Mol Struct THEOCHEM , vol.622 , pp. 39-52
    • Cronin, M.T.D.1    Schultz, T.W.2
  • 17
    • 0037370974 scopus 로고    scopus 로고
    • Essential and desirable characteristics of ecotoxicity QSARs
    • 1:CAS:528:DC%2BD3sXhtlCkurw%3D
    • Schultz TW, Cronin MTD (2003) Essential and desirable characteristics of ecotoxicity QSARs. Environ Toxicology Chem 22:599-607
    • (2003) Environ Toxicology Chem , vol.22 , pp. 599-607
    • Schultz, T.W.1    Cronin, M.T.D.2
  • 18
    • 0003476917 scopus 로고    scopus 로고
    • H. Kubinyi G. Folkers Y.C. Martin (eds). Kluwer Dordrecht
    • Kubinyi H, Folkers G, Martin YC (eds) (1998) 3D QSAR in drug design: recent advances. Kluwer, Dordrecht
    • (1998) 3D QSAR in Drug Design: Recent Advances
  • 20
    • 0001715540 scopus 로고    scopus 로고
    • Conformation spaces, and bioactivity
    • 10.1021/jp992268m 1:CAS:528:DC%2BD3cXovF2huw%3D%3D
    • Becker OM, Levy Y, Ravitz O (2000) Conformation spaces, and bioactivity. J Phys Chem B 104:2123-2135
    • (2000) J Phys Chem B , vol.104 , pp. 2123-2135
    • Becker, O.M.1    Levy, Y.2    Ravitz, O.3
  • 21
    • 84952890016 scopus 로고    scopus 로고
    • T. Langer R.D. Hoffmann (eds). Weinheim Wiley-VCH
    • Langer T, Hoffmann RD (eds) (2006) Pharmacophores and pharmacophore searches. Wiley-VCH, Weinheim
    • (2006) Pharmacophores and Pharmacophore Searches
  • 22
    • 0141882047 scopus 로고    scopus 로고
    • History and evolution of the pharmacophore concept in computer-aided drug design
    • 10.2174/1568026023392940 1:CAS:528:DC%2BD38Xos1Cqu7Y%3D
    • Guner OF (2002) History and evolution of the pharmacophore concept in computer-aided drug design. Curr Top Med Chem 2:1321-1332
    • (2002) Curr Top Med Chem , vol.2 , pp. 1321-1332
    • Guner, O.F.1
  • 24
    • 0029820345 scopus 로고    scopus 로고
    • Electron-topological investigation of the structure-antitubercular activity relationship of thiosemicarbazone derivatives
    • Saripinar E, Guzel Y, Patat S, Yildirim I, Akcamur Y, Dimoglo A (1996) Electron-topological investigation of the structure-antitubercular activity relationship of thiosemicarbazone derivatives. Arzneim Forsch (Drug Res) 46:824-828 (Pubitemid 26275643)
    • (1996) Arzneimittel-Forschung/Drug Research , vol.46 , Issue.8 , pp. 824-828
    • Saripinar, E.1    Guzel, Y.2    Patat, S.3    Yildirim, I.4    Akcamur, Y.5    Dimoglo, A.S.6
  • 25
    • 0008680532 scopus 로고    scopus 로고
    • Electron-topological (ET) investigation of structure-antagonist activity of a series of dibenzo[a,d]cycloalkenimines
    • PII S0166128097000699
    • Guzel Y, Saripinar E, Yildirim I (1997) Electron-toplogical (ET) investigation of structure-antagonist activity of a series of dibenzo[a,d]cycloalkenimines. J Mol Struct THEOCHEM 418:83-91 (Pubitemid 127395293)
    • (1997) Journal of Molecular Structure: THEOCHEM , vol.418 , Issue.1 , pp. 83-91
    • Guzel, Y.1    Saripinar, E.2    Yilidrim, I.3
  • 26
    • 0035652596 scopus 로고    scopus 로고
    • Pharmacophore identification and bioactivity prediction for group I metabotropic glutamate receptor agonists by the electron-conformational QSAR method
    • DOI 10.1002/1521-3838(200111)20:4<327::AID-QSAR327>3.0.CO;2-Q
    • Rosines E, Bersuker IB, Boggs JE (2001) Pharmacophore identification and bioactivity prediction for group I metabotropic glutamate receptor agonists by the electron-conformational QSAR method. Quant Struct Act Relat 20:327-333 (Pubitemid 34000461)
    • (2001) Quantitative Structure-Activity Relationships , vol.20 , Issue.4 , pp. 327-334
    • Rosines, E.1    Bersuker, I.B.2    Boggs, J.E.3
  • 28
    • 42149117936 scopus 로고    scopus 로고
    • Quantitative antidiabetic activity prediction for the class of guanidino- and aminoguanidinopropionic acid analogs based on electron-conformational studies
    • DOI 10.1021/ci700401p
    • Marenich AV, Yong PH, Bersuker IB, Boggs JE (2008) Quantitative antidiabetic activity prediction for the class of guanidino- and aminoguanidinopropionic acid analogs based on electron-conformational studies. J Chem Inf Model 48:556-568 (Pubitemid 351535423)
    • (2008) Journal of Chemical Information and Modeling , vol.48 , Issue.3 , pp. 556-568
    • Marenich, A.V.1    Yong, P.-H.2    Bersuker, I.B.3    Boggs, J.E.4
  • 29
    • 0000459233 scopus 로고    scopus 로고
    • A novel electron-conformational approach to molecular modeling for QSAR by identification of pharmacophore and anti-pharmacophore shielding
    • 10.1080/10629369908039174 1:CAS:528:DyaK1MXlvFCgsb8%3D
    • Bersuker IB, Bahceci S, Boggs JE, Pearlman RS (1999) A novel electron-conformational approach to molecular modeling for QSAR by identification of pharmacophore and anti-pharmacophore shielding. SAR QSAR Environ Res 10:157-173
    • (1999) SAR QSAR Environ Res , vol.10 , pp. 157-173
    • Bersuker, I.B.1    Bahceci, S.2    Boggs, J.E.3    Pearlman, R.S.4
  • 30
    • 44249113585 scopus 로고    scopus 로고
    • QSAR without arbitrary descriptors: The electron-conformational method
    • 10.1007/s10822-008-9191-x 1:CAS:528:DC%2BD1cXmtVSnt78%3D
    • Bersuker IB (2008) QSAR without arbitrary descriptors: the electron-conformational method. J Comput Aided Mol Des 22:423-430
    • (2008) J Comput Aided Mol des , vol.22 , pp. 423-430
    • Bersuker, I.B.1
  • 31
    • 33746256595 scopus 로고    scopus 로고
    • Megavariate analysis of environmental QSAR data. Part I - A basic framework founded on principal component analysis (PCA), partial least squares (PLS), and statistical molecular design (SMD)
    • DOI 10.1007/s11030-006-9024-6
    • Eriksson L, Andersson PL, Johansson E, Tysklind M (2006) Megavariate analysis of environmental QSAR data. Part I. A basic framework founded on principal component analysis (PCA), partial least squares (PLS), and statistical molecular design (SMD). Mol Divers 10:169-186 (Pubitemid 44092207)
    • (2006) Molecular Diversity , vol.10 , Issue.2 , pp. 169-186
    • Eriksson, L.1    Andersson, P.L.2    Johansson, E.3    Tysklind, M.4
  • 32
    • 33645923096 scopus 로고    scopus 로고
    • Computational methods in developing quantitative structure-activity relationships (QSAR): A review
    • 10.2174/138620706776055539 1:CAS:528:DC%2BD28XisVSqtbo%3D
    • Dudek AZ, Arodz T, Galvez J (2006) Computational methods in developing quantitative structure-activity relationships (QSAR): a review. Comb Chem High Throughput Screening 9:213-228
    • (2006) Comb Chem High Throughput Screening , vol.9 , pp. 213-228
    • Dudek, A.Z.1    Arodz, T.2    Galvez, J.3
  • 34
    • 0002836406 scopus 로고    scopus 로고
    • Neural networks and genetic algorithms in drug design
    • Terfloth L, Gasteiger J (2001) Neural networks and genetic algorithms in drug design. DDT 6:102-108
    • (2001) DDT , vol.6 , pp. 102-108
    • Terfloth, L.1    Gasteiger, J.2
  • 36
    • 78649503468 scopus 로고    scopus 로고
    • GAPE: An Improved genetic algorithm for pharmacophore elucidation
    • 10.1021/ci100194k 1:CAS:528:DC%2BC3cXhtleitbfI
    • Jones G (2010) GAPE: an improved genetic algorithm for pharmacophore elucidation. J Chem Inf Model 50:2001-2018
    • (2010) J Chem Inf Model , vol.50 , pp. 2001-2018
    • Jones, G.1
  • 37
    • 77951979146 scopus 로고    scopus 로고
    • Hybrid-genetic algorithm based descriptor optimization and QSAR models for predicting the biological activity of tipranavir analogs for HIV protease inhibition
    • 10.1016/j.jmgm.2010.03.005 1:CAS:528:DC%2BC3cXmtFChs78%3D
    • Reddy AS, Kumar S, Garg R (2010) Hybrid-genetic algorithm based descriptor optimization and QSAR models for predicting the biological activity of tipranavir analogs for HIV protease inhibition. J Mol Graph Model 28:852-862
    • (2010) J Mol Graph Model , vol.28 , pp. 852-862
    • Reddy, A.S.1    Kumar, S.2    Garg, R.3
  • 38
    • 77957243205 scopus 로고    scopus 로고
    • Genetic algorithm optimization in drug design QSAR: Bayesian-regularized genetic neural networks (BRGNN) and genetic algorithm-optimized support vectors machines
    • 10.1021/ci100103r 1:CAS:528:DC%2BC3cXhtVCns7jL
    • Mercader AG, Duchowicz PR, Fernandez FM, Castro EA (2010) Genetic algorithm optimization in drug design QSAR: Bayesian-regularized genetic neural networks (BRGNN) and genetic algorithm-optimized support vectors machines. J Chem Inf Model 50:1542-1548
    • (2010) J Chem Inf Model , vol.50 , pp. 1542-1548
    • Mercader, A.G.1    Duchowicz, P.R.2    Fernandez, F.M.3    Castro, E.A.4
  • 39
    • 20444409456 scopus 로고    scopus 로고
    • Interpreting computational neural network QSAR Models: A measure of descriptor importance
    • DOI 10.1021/ci050022a
    • Guha R, Jurs PC (2005) Interpreting computational neural network QSAR models: a measure of descriptor importance. J Chem Inf Model 45:800-806 (Pubitemid 40795183)
    • (2005) Journal of Chemical Information and Modeling , vol.45 , Issue.3 , pp. 800-806
    • Guha, R.1    Jurs, P.C.2
  • 40
    • 77955553551 scopus 로고    scopus 로고
    • Pharmacophore identification and bioactivity prediction for triaminotriazine derivatives by electron conformational-genetic algorithm QSAR method
    • SarIpInar E, Geçen N, Sahin K, Yanmaz E (2010) Pharmacophore identification and bioactivity prediction for triaminotriazine derivatives by electron conformational-genetic algorithm QSAR method. Eur J Med Chem 45:4157-4168
    • (2010) Eur J Med Chem 45:4157-4168
    • Saripinar, E.1    Geçen, N.2    Sahin, K.3    Yanmaz, E.4
  • 41
    • 79957827303 scopus 로고    scopus 로고
    • Quantitative bioactivity prediction and pharmacophore identification for benzotriazine derivatives using the electron conformational-genetic algorithm in QSAR
    • Sahin K, SarIpInar E, Yanmaz E, Geçen N (2011) Quantitative bioactivity prediction and pharmacophore identification for benzotriazine derivatives using the electron conformational-genetic algorithm in QSAR. SAR and QSAR Environ Res. doi: 10.1080/1062936X.2010.548341
    • (2011) SAR and QSAR Environ Res
    • Sahin, K.S.1
  • 43
    • 0030319580 scopus 로고    scopus 로고
    • Synthesis and calcium-channel antagonist activity of nifedipine analogues containing nitroimidazolyl substituent in guinea-pig ileal smooth muscle
    • Shafiee A, Miri R, Dehpour AR, Soleymani F (1996) Synthesis and calcium-channel antagonist activity of nifedipine analogues containing nitroimidazolyl substituent in guinea-pig ileal smooth muscle. Pharmaceut Sci 2:541-543 (Pubitemid 28121888)
    • (1996) Pharmaceutical Sciences , vol.2 , Issue.11 , pp. 541-543
    • Shafiee, A.1    Miri, R.2    Dehpour, A.R.3    Soleymani, F.4
  • 44
    • 0030729908 scopus 로고    scopus 로고
    • Synthesis and calcium channel modulating effects of isopropyl 1,4-Dihydro-2,6-dimethyl-3-nitro-4-(thienyl)-5-pyridinecarboxylates
    • DOI 10.1002/ardp.19973300905
    • Miri R, Howlett SE, Knaus EE (1997) Synthesis and calcium channel modulating effects of isopropyl 1,4-dihydro-2,6-dimethyl-3-nitro-4-(thienyl)-5- pyridinecarboxylates. Arch Pharm Pharm Med Chem 330:290-294 (Pubitemid 27483641)
    • (1997) Archiv der Pharmazie , vol.330 , Issue.9-10 , pp. 290-294
    • Miri, R.1    Howlett, S.E.2    Knaus, E.E.3
  • 45
    • 0034465082 scopus 로고    scopus 로고
    • Synthesis and calcium channel modulating effects of modified Hantzsch nitrooxyalkyl 1,4-dihydro-2,6-dimethyl-3-nitro-4-(pyridinyl or 2-trifluoromethylphenyl)-5-pyridinecarboxylates
    • DOI 10.1002/ddr.3
    • Miri R, McEwen CA, Knaus EE (2000) Synthesis and calcium channel modulating effects of modified Hantzsch nitrooxyalkyl 1,4-dihydro-2,6-dimethyl- 3-nitro-4-(pyridinyl or 2-trifluoromethylphenyl)-5-pyridinecarboxylates. Drug Dev Res 51:225-232 (Pubitemid 32197299)
    • (2000) Drug Development Research , vol.51 , Issue.4 , pp. 225-232
    • Miri, R.1    McEwen, C.-A.2    Knaus, E.E.3
  • 46
    • 0003083291 scopus 로고    scopus 로고
    • Synthesis and smooth muscle calcium channel antagonist effect of alkyl, aminoalkyl 1,4-dihydro-2,6-dimethyl-4-nitroimidazole-3,5 pyridine dicarboxylates
    • Miri R, Dehpour AR, Azimi M, Shafiee A (2001) Synthesis and smooth muscle calcium channel antagonist effect of alkyl, aminoalkyl-1,4-dihydro-2,6- dimethyl-4-nitroimidazole-3,5-pyridine dicarboxylates. J School Pharmacy Med Sci Univ Tehran 9:40-45 (Pubitemid 33806649)
    • (2001) Daru , vol.9 , Issue.3-4 , pp. 40-45
    • Miri, R.1    Dehpour, A.R.2    Azimi, M.3    Shafiee, A.4
  • 47
    • 0036177750 scopus 로고    scopus 로고
    • Synthesis and calcium channel antagonist activities of 3-nitrooxyalkyl, 5-alkyl 1,4-dihydro-2,6-dimethyl-4-(1-methyl-5-nitro-2-imidazolyl)-3, 5-pyridinedicarboxylates
    • DOI 10.1016/S0014-827X(01)01183-1, PII S0014827X01011831
    • Miri R, Niknahad H, Vesal G, Shafiee A (2002) Synthesis and calcium channel antagonist activities of 3-nitrooxyalkyl, 5-alkyl-1,4-dihydro-2,6- dimethyl-4-(1-methyl-5-nitro-2-imidazolyl)-3,5-pyridinedicarboxylates. Il Farmaco 57:123-128 (Pubitemid 34175110)
    • (2002) Farmaco , vol.57 , Issue.2 , pp. 123-128
    • Miri, R.1    Niknahad, H.2    Vesal, Gh.3    Shafiee, A.4
  • 48
    • 84856258696 scopus 로고    scopus 로고
    • Wavefunction, Inc. (2006) SPARTAN, v.06. Wavefunction, Inc., Irvine
    • Wavefunction, Inc. (2006) SPARTAN, v.06. Wavefunction, Inc., Irvine
  • 49
    • 0042991317 scopus 로고    scopus 로고
    • Pharmacophore identification and quantitative bioactivity prediction using the Electron-Conformational method
    • DOI 10.2174/1381612033454586
    • Bersuker IB (2003) Pharmacophore identification and quantitative bioactivity prediction using the electron-conformational method. Curr Pharm Des 9:1575-1606 (Pubitemid 36966030)
    • (2003) Current Pharmaceutical Design , vol.9 , Issue.20 , pp. 1575-1606
    • Bersuker, I.B.1
  • 50
    • 0000981103 scopus 로고
    • The electron-topological approach to the QSAR problem
    • K.B. Lipkowitz D.B. Boyd (eds). 2 Wiley New York. 10.1002/9780470125793. ch10
    • Bersuker IB, Dimoglo AS (1991) The electron-topological approach to the QSAR problem. In: Lipkowitz KB, Boyd DB (eds) Reviews in computational chemistry, 2nd edn. Wiley, New York, pp 423-460
    • (1991) Reviews in Computational Chemistry , pp. 423-460
    • Bersuker, I.B.1    Dimoglo, A.S.2
  • 51
    • 0032790242 scopus 로고    scopus 로고
    • An electron-conformational method of identification of pharmacophore and anti-pharmacophore shielding: Application to rice blast activity
    • DOI 10.1023/A:1008052914704
    • Bersuker IB, Bahceci S, Boggs JE, Pearlman RS (1999) An electron-conformational method of identification of pharmacophore and anti-pharmacophore shielding: application to rice blast activity. J Comput Aided Mol Des 13:419-434 (Pubitemid 29335432)
    • (1999) Journal of Computer-Aided Molecular Design , vol.13 , Issue.4 , pp. 419-434
    • Bersuker, I.B.1    Bahceci, S.2    Boggs, J.E.3    Pearlman, R.S.4
  • 52
    • 0034982459 scopus 로고    scopus 로고
    • Electronic-topological investigation of the structure - Acetylcholinesterase inhibitor activity relationship in the series of N-benzylpiperidine derivatives
    • DOI 10.1002/1521-3838(200105)20:1<31::AID-QSAR31>3.0.CO;2-S
    • Dimoglo AS, Shvets NM, Tetko IV, Livingstone DJ (2001) Electronic-topological investigation of the structure-acetylcholinesterase inhibitor activity relationship in the series of n-benzylpiperidine derivatives. Quant Struct Act Relat 20:31-45 (Pubitemid 32520425)
    • (2001) Quantitative Structure-Activity Relationships , vol.20 , Issue.1 , pp. 31-45
    • Bassoli, A.1    Drew, M.G.B.2    Hattotuwagama, C.K.3    Merlini, L.4    Morini, G.5    Wilden, G.R.H.6
  • 55
    • 34547244817 scopus 로고    scopus 로고
    • A new computer program for QSAR-analysis: ARTE-QSAR
    • DOI 10.1002/jcc.20664
    • Damme SV, BultInck P (2007) Software news and update a new computer program for QSAR-analysis: ARTE-QSAR. J Comput Chem 28:1924-1928 (Pubitemid 47153619)
    • (2007) Journal of Computational Chemistry , vol.28 , Issue.11 , pp. 1924-1928
    • Van Damme, S.1    Bultinck, P.2
  • 56
    • 57549095014 scopus 로고    scopus 로고
    • External validation and prediction employing the predictive squared correlation coefficients test set activity mean vs training set activity mean
    • 10.1021/ci800253u
    • Schuurmann G, Ebert RU, Chen J, Wang B, Kuhne R (2008) External validation and prediction employing the predictive squared correlation coefficients test set activity mean vs training set activity mean. J Chem Inf Model 48:2140-2145
    • (2008) J Chem Inf Model , vol.48 , pp. 2140-2145
    • Schuurmann, G.1    Ebert, R.U.2    Chen, J.3    Wang, B.4    Kuhne, R.5
  • 57
    • 0018709674 scopus 로고
    • Chance factors in studies of quantitative structure-activity relationships
    • DOI 10.1021/jm00196a017
    • Topliss JG, Edwards RP (1979) Chance factors in studies of quantitative structure-activity relationships. J Med Chem 22:1238-1244 (Pubitemid 10237430)
    • (1979) Journal of Medicinal Chemistry , vol.22 , Issue.10 , pp. 1238-1244
    • Topliss, J.G.1    Edwards, R.P.2
  • 59
    • 0035120885 scopus 로고    scopus 로고
    • Reactivity dynamics in atom-field interactions: A quantum fluid density functional study
    • DOI 10.1021/jp0019660
    • Chattaraj PK, Maiti B (2001) Reactivity dynamics in atom-field interactions: a quantum fluid density functional study. J Phys Chem A 105:169-183 (Pubitemid 32135906)
    • (2001) Journal of Physical Chemistry A , vol.105 , Issue.1 , pp. 169-183
    • Chattaraj, P.K.1    Maiti, B.2
  • 61
    • 0001378805 scopus 로고
    • Use of calculated quantum chemical properties as surrogates for solvatochromic parameters in structure-activity relationships
    • 10.1021/ar00035a006 1:CAS:528:DyaK3sXmslSitbY%3D
    • Cramer CJ, Famini G, Lowrey AH (1993) Use of calculated quantum chemical properties as surrogates for solvatochromic parameters in structure-activity relationships. Acc Chem Res 26:599-605
    • (1993) Acc Chem Res , vol.26 , pp. 599-605
    • Cramer, C.J.1    Famini, G.2    Lowrey, A.H.3
  • 62
    • 2942700382 scopus 로고    scopus 로고
    • Theoretical scales of hydrogen bond acidity and basicity for application in QSAR/QSPR studies and drug design. Partitioning of aliphatic compounds
    • 10.1021/ci0342932 1:CAS:528:DC%2BD2cXjs12ju70%3D
    • Oliferenko AA, Oliferenko PV, Huddleston JG, Rogers RD, Palyulin VA, Zefirov NS, Katritzky AR (2004) Theoretical scales of hydrogen bond acidity and basicity for application in QSAR/QSPR studies and drug design. Partitioning of aliphatic compounds. J Chem Inf Comput Sci 44:1042-1055
    • (2004) J Chem Inf Comput Sci , vol.44 , pp. 1042-1055
    • Oliferenko, A.A.1    Oliferenko, P.V.2    Huddleston, J.G.3    Rogers, R.D.4    Palyulin, V.A.5    Zefirov, N.S.6    Katritzky, A.R.7
  • 63
    • 84856243483 scopus 로고    scopus 로고
    • QSAR analysis of aminoquinoline analogues as MCH1 receptor antagonist
    • 10.3329/jsr.v1i3.2126 1:CAS:528:DC%2BC3cXhtl2ku7bN
    • Patel DM, Patel NM (2009) QSAR analysis of aminoquinoline analogues as MCH1 receptor antagonist. J Sci Res 1:594-605
    • (2009) J Sci Res , vol.1 , pp. 594-605
    • Patel, D.M.1    Patel, N.M.2
  • 65
    • 84951601886 scopus 로고
    • Cross-validatory estimation of the number of components in factor and principal components models
    • 10.2307/1267639
    • Wold S (1978) Cross-validatory estimation of the number of components in factor and principal components models. Technometrics 20:397-405
    • (1978) Technometrics , vol.20 , pp. 397-405
    • Wold, S.1
  • 66
    • 0023751431 scopus 로고
    • Comparative molecular field analysis (CoMFA). 1. Effect of shape on binding of steroids to carrier proteins
    • 10.1021/ja00226a005 1:CAS:528:DyaL1cXltVCqsbs%3D
    • Cramer R, Patterson D, Bunce J (1988) Comparative molecular field analysis (CoMFA). 1. Effect of shape on binding of steroids to carrier proteins. J Am Chem Soc 110:5959-5967
    • (1988) J Am Chem Soc , vol.110 , pp. 5959-5967
    • Cramer, R.1    Patterson, D.2    Bunce, J.3
  • 67
    • 0027944195 scopus 로고
    • Molecular similarity indices in a comparative analysis (CoMSIA) of drug molecules to correlate and predict their biological activity
    • DOI 10.1021/jm00050a010
    • Klebe G, Abraham U, Mietzner T (1994) Molecular similarity indices in a comparative analysis (CoMSIA) of drug molecules to correlate and predict their biological activity. J Med Chem 37:4130-4146 (Pubitemid 24379702)
    • (1994) Journal of Medicinal Chemistry , vol.37 , Issue.24 , pp. 4130-4146
    • Klebe, G.1    Abraham, U.2    Mietzner, T.3
  • 68
    • 33751550276 scopus 로고    scopus 로고
    • Development of quantitative structure-activity relationships and its application in rational drug design
    • DOI 10.2174/138161206779010431
    • Yang GF, Huang X (2006) Development of quantitative structure-activity relationships and its application in rational drug design. Curr Pharm Des 12:4601-4611 (Pubitemid 44835148)
    • (2006) Current Pharmaceutical Design , vol.12 , Issue.35 , pp. 4601-4611
    • Yang, G.-F.1    Huang, X.2
  • 69
    • 33748124863 scopus 로고    scopus 로고
    • Machine learning techniques for in silico modeling of drug metabolism
    • DOI 10.2174/156802606778108915
    • Fox T, Kriegl JM (2006) Machine learning techniques for in silico modeling of drug metabolism. Curr Top Med Chem 6:1579-1591 (Pubitemid 44304616)
    • (2006) Current Topics in Medicinal Chemistry , vol.6 , Issue.15 , pp. 1579-1591
    • Fox, T.1    Kriegl, J.M.2
  • 70
    • 33746206546 scopus 로고    scopus 로고
    • Artificial intelligence and data mining for toxicity prediction
    • DOI 10.2174/157340906777441717
    • Helma C, Kazius J (2006) Artificial intelligence and data mining for toxicity prediction. Curr Comput Aided Drug Des 2:123-133 (Pubitemid 44096610)
    • (2006) Current Computer-Aided Drug Design , vol.2 , Issue.2 , pp. 123-133
    • Helma, C.1    Kazius, J.2


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