메뉴 건너뛰기




Volumn 24, Issue 9, 2013, Pages 773-794

Molecular dynamics simulation study and molecular docking descriptors in structure-based QSAR on acetylcholinesterase (AChE) inhibitors

Author keywords

AChE; docking; drug design; molecular dynamics simulation; QSAR

Indexed keywords

COMPUTATIONAL CHEMISTRY; ENZYMES; HYDROPHOBICITY; MOLECULAR GRAPHICS; MOLECULAR MODELING;

EID: 84882689380     PISSN: 1062936X     EISSN: 1029046X     Source Type: Journal    
DOI: 10.1080/1062936X.2013.792877     Document Type: Article
Times cited : (41)

References (64)
  • 2
    • 78651521685 scopus 로고    scopus 로고
    • The discovery of potential acetylcholinesterase inhibitors: A combination of pharmacophore modeling, virtual screening, and molecular docking studies
    • Lu, S.H., Wu, J.W., Liu, H.L., Zhao, J.H., Liu, K.T., Chuang, C.K., Lin, H.Y., Tsai, W.B. and Ho, Y. 2011. The discovery of potential acetylcholinesterase inhibitors: A combination of pharmacophore modeling, virtual screening, and molecular docking studies. J. Biomed. Sci., 18: 1 - 13.
    • (2011) J. Biomed. Sci. , vol.18 , pp. 1-13
    • Lu, S.H.1    Wu, J.W.2    Liu, H.L.3    Zhao, J.H.4    Liu, K.T.5    Chuang, C.K.6    Lin, H.Y.7    Tsai, W.B.8    Ho, Y.9
  • 4
    • 79954582437 scopus 로고    scopus 로고
    • Revisiting the cholinergic hypothesis in the development of Alzheimer's disease
    • Craig, L.A., Hong, N.S. and McDonald, R.J. 2011. Revisiting the cholinergic hypothesis in the development of Alzheimer's disease. Neurosci. Biobehav. Rev., 35: 1397 - 1409.
    • (2011) Neurosci. Biobehav. Rev. , vol.35 , pp. 1397-1409
    • Craig, L.A.1    Hong, N.S.2    McDonald, R.J.3
  • 5
    • 0042433479 scopus 로고    scopus 로고
    • The cholinergic hypothesis of age and Alzheimer's disease-related cognitive deficits: Recent challenges and their implications for novel drug development
    • Terry, A.V. and Buccafusco, J.J. 2003. The cholinergic hypothesis of age and Alzheimer's disease-related cognitive deficits: Recent challenges and their implications for novel drug development. J. Pharmacol. Exp. Ther., 306: 821 - 827.
    • (2003) J. Pharmacol. Exp. Ther. , vol.306 , pp. 821-827
    • Terry, A.V.1    Buccafusco, J.J.2
  • 6
    • 4544318524 scopus 로고    scopus 로고
    • Molecular modelling approaches to the design of acetylcholinesterase inhibitors: New challenges for the treatment of Alzheimer's disease
    • Munoz-Muriedas, J., Lopez, J.M., Orozco, M. and Luque, F.J. 2004. Molecular modelling approaches to the design of acetylcholinesterase inhibitors: New challenges for the treatment of Alzheimer's disease. Curr. Pharm. Design., 10: 3131 - 3140.
    • (2004) Curr. Pharm. Design. , vol.10 , pp. 3131-3140
    • Munoz-Muriedas, J.1    Lopez, J.M.2    Orozco, M.3    Luque, F.J.4
  • 7
    • 0034640126 scopus 로고    scopus 로고
    • Pathways of ligand clearance in acetylcholinesterase by multiple copy sampling
    • Van Belle, D., De Maria, L., Iurcu, G. and Wodak, S.J. 2000. Pathways of ligand clearance in acetylcholinesterase by multiple copy sampling. J. Mol. Biol., 298: 705 - 726.
    • (2000) J. Mol. Biol. , vol.298 , pp. 705-726
    • Van Belle, D.1    De Maria, L.2    Iurcu, G.3    Wodak, S.J.4
  • 8
    • 41649105538 scopus 로고    scopus 로고
    • Induced-fit or preexisting equilibrium dynamics? Lessons from protein crystallography and MD simulations on acetylcholinesterase and implications for structure-based drug design
    • Y. Xu, J.P. Colletier, H. Jiang, I. Silman, J.L. Sussman, and M. Weik M, Induced-fit or preexisting equilibrium dynamics? Lessons from protein crystallography and MD simulations on acetylcholinesterase and implications for structure-based drug design, Protein Sci. 17 (2008), pp. 601-605.
    • (2008) Protein Sci. , vol.17 , pp. 601-605
    • Xu, Y.1    Colletier, J.P.2    Jiang, H.3    Silman, I.4    Sussman, J.L.5    Weik, M.M.6
  • 9
    • 0036363671 scopus 로고    scopus 로고
    • Advances in the treatment of Alzheimer's disease: Benefits of dual cholinesterase inhibition
    • Ballard, C.G. 2002. Advances in the treatment of Alzheimer's disease: Benefits of dual cholinesterase inhibition. Eur. Neurol., 47: 64 - 70.
    • (2002) Eur. Neurol. , vol.47 , pp. 64-70
    • Ballard, C.G.1
  • 10
    • 71549151622 scopus 로고    scopus 로고
    • A combinatorial feature selection approach to describe the QSAR of dual site inhibitors of acetylcholinesterase
    • Asadabadi, E.B., Abdolmaleki, P., Barkooie, S.M.H., Jahandideh, S. and Rezaei, M.A. 2009. A combinatorial feature selection approach to describe the QSAR of dual site inhibitors of acetylcholinesterase. Comput. Biol. Med., 39: 1089 - 1095.
    • (2009) Comput. Biol. Med. , vol.39 , pp. 1089-1095
    • Asadabadi, E.B.1    Abdolmaleki, P.2    Barkooie, S.M.H.3    Jahandideh, S.4    Rezaei, M.A.5
  • 12
    • 67650094013 scopus 로고    scopus 로고
    • Consensus superiority of the pharmacophore-based alignment, over maximum common substructure (MCS): 3D-QSAR studies on carbamates as acetylcholinesterase inhibitors
    • Chaudhaery, S.S., Roy, K.K. and Saxena, A.K. 2009. Consensus superiority of the pharmacophore-based alignment, over maximum common substructure (MCS): 3D-QSAR studies on carbamates as acetylcholinesterase inhibitors. J. Chem. Inf. Model., 49: 1590 - 1601.
    • (2009) J. Chem. Inf. Model. , vol.49 , pp. 1590-1601
    • Chaudhaery, S.S.1    Roy, K.K.2    Saxena, A.K.3
  • 13
    • 80052081341 scopus 로고    scopus 로고
    • Molecular docking guided comparative GFA, G/PLS, SVM and ANN models of structurally diverse dual binding site acetylcholinesterase inhibitors
    • Gupta, S., Fallarero, A., Vainio, M.J., Saravanan, P., Puranen, J.S., Jarvinen, P., Johnson, M.S., Vuorela, P.M. and Mohan, C.G. 2011. Molecular docking guided comparative GFA, G/PLS, SVM and ANN models of structurally diverse dual binding site acetylcholinesterase inhibitors. Mol. Inf., 30: 689 - 706.
    • (2011) Mol. Inf. , vol.30 , pp. 689-706
    • Gupta, S.1    Fallarero, A.2    Vainio, M.J.3    Saravanan, P.4    Puranen, J.S.5    Jarvinen, P.6    Johnson, M.S.7    Vuorela, P.M.8    Mohan, C.G.9
  • 14
    • 84862789255 scopus 로고    scopus 로고
    • Quantitative structure and bioactivity relationship study on human acetylcholinesterase inhibitors
    • Yan, A. and Wang, K. 2012. Quantitative structure and bioactivity relationship study on human acetylcholinesterase inhibitors. Bioorg. Med. Chem. Lett., 22: 3336 - 3342.
    • (2012) Bioorg. Med. Chem. Lett. , vol.22 , pp. 3336-3342
    • Yan, A.1    Wang, K.2
  • 15
    • 71449103290 scopus 로고    scopus 로고
    • Structure-based drug metabolism predictions for drug design
    • Sun, H. and Scott, D.O. 2010. Structure-based drug metabolism predictions for drug design. Chem. Biol. Drug Des., 75: 3 - 17.
    • (2010) Chem. Biol. Drug Des. , vol.75 , pp. 3-17
    • Sun, H.1    Scott, D.O.2
  • 16
    • 70449775487 scopus 로고    scopus 로고
    • Docking scores and QSAR using evolved neural networks for the pan-inhibition of wild-type and mutant PfDHFR by cycloguanil derivatives
    • Hecht, D., Cheung, M. and Fogel, G.B. 2009. Docking scores and QSAR using evolved neural networks for the pan-inhibition of wild-type and mutant PfDHFR by cycloguanil derivatives. IEEE Congress on Evolutionary ComputationTrondheim, Norway: 262 - 269.
    • (2009) IEEE Congress on Evolutionary ComputationTrondheim, Norway , pp. 262-269
    • Hecht, D.1    Cheung, M.2    Fogel, G.B.3
  • 17
    • 8844263008 scopus 로고    scopus 로고
    • Docking and scoring in virtual screening for drug discovery: Methods and applications
    • Kitchen, D.B., Decornez, H., Furr, J.R. and Bajorath, J. 2004. Docking and scoring in virtual screening for drug discovery: Methods and applications. Nat. Rev. Drug Discov., 3: 935 - 949.
    • (2004) Nat. Rev. Drug Discov. , vol.3 , pp. 935-949
    • Kitchen, D.B.1    Decornez, H.2    Furr, J.R.3    Bajorath, J.4
  • 18
    • 77953285226 scopus 로고    scopus 로고
    • Synthesis of 4-[(diethylamino)methyl]-phenol derivatives as novel cholinesterase inhibitors with selectivity towards butyrylcholinesterase
    • Yu, L., Cao, R., Yi, W., Yan, Q., Chen, Z., Ma, L., Peng, W. and Song, H. 2010. Synthesis of 4-[(diethylamino)methyl]-phenol derivatives as novel cholinesterase inhibitors with selectivity towards butyrylcholinesterase. Bioorg. Med. Chem. Lett., 20: 3254 - 3258.
    • (2010) Bioorg. Med. Chem. Lett. , vol.20 , pp. 3254-3258
    • Yu, L.1    Cao, R.2    Yi, W.3    Yan, Q.4    Chen, Z.5    Ma, L.6    Peng, W.7    Song, H.8
  • 19
    • 79953226962 scopus 로고    scopus 로고
    • Design, synthesis and structure-activity relationship (SAR) studies of 2,4-disubstituted pyrimidine derivatives: Dual activity as cholinesterase and Aβ-aggregation inhibitors
    • Mohamed, T., Zhao, X., Habib, L.K., Yang, J. and Rao, P.P.N. 2011. Design, synthesis and structure-activity relationship (SAR) studies of 2,4-disubstituted pyrimidine derivatives: Dual activity as cholinesterase and Aβ-aggregation inhibitors. Bioorg. Med. Chem., 19: 2269 - 2281.
    • (2011) Bioorg. Med. Chem. , vol.19 , pp. 2269-2281
    • Mohamed, T.1    Zhao, X.2    Habib, L.K.3    Yang, J.4    Rao, P.P.N.5
  • 20
    • 85195015033 scopus 로고
    • Hyperchem molecular modelling system. Hyper Cube, Inc., Gainesville FL software available at
    • Hyperchem molecular modelling system. Hyper Cube, Inc., Gainesville FL, 1993; software available at http://www.hyper.com
    • (1993)
  • 22
    • 7544226311 scopus 로고    scopus 로고
    • PRODRG: A tool for high-throughput crystallography of protein-ligand complexes
    • Schuttelkopf, A.W. and van Aalten, D.M.F. 2004. PRODRG: A tool for high-throughput crystallography of protein-ligand complexes. Acta Crystallogr., 60: 1355 - 1363.
    • (2004) Acta Crystallogr. , vol.60 , pp. 1355-1363
    • Schuttelkopf, A.W.1    van Aalten, D.M.F.2
  • 23
    • 78650680564 scopus 로고    scopus 로고
    • Practical considerations for building GROMOS-compatible small-molecule topologies
    • Lemkul, J.A., Allen, W.J. and Bevan, D.R. 2010. Practical considerations for building GROMOS-compatible small-molecule topologies. J. Chem. Inf. Model., 50: 2221 - 2235.
    • (2010) J. Chem. Inf. Model. , vol.50 , pp. 2221-2235
    • Lemkul, J.A.1    Allen, W.J.2    Bevan, D.R.3
  • 25
    • 0029633168 scopus 로고
    • GROMACS - A message-passing parallel molecular dynamics implementation
    • Berendsen, H.J.C., van der Spoel, D. and van Drunen, R. 1995. GROMACS - A message-passing parallel molecular dynamics implementation. Comput. Phys. Commun., 91: 43 - 56.
    • (1995) Comput. Phys. Commun. , vol.91 , pp. 43-56
    • Berendsen, H.J.C.1    van der Spoel, D.2    van Drunen, R.3
  • 26
    • 0035789518 scopus 로고    scopus 로고
    • GROMACS 3.0: A package for molecular simulation and trajectory analysis
    • Lindahl, E., Hess, B. and van der Spoel, D.E. 2001. GROMACS 3.0: A package for molecular simulation and trajectory analysis. J. Mol. Model., 7: 306 - 317.
    • (2001) J. Mol. Model. , vol.7 , pp. 306-317
    • Lindahl, E.1    Hess, B.2    van der Spoel, D.E.3
  • 29
    • 33846823909 scopus 로고
    • Particle mesh Ewald - An N. Log(N) method for Ewald sums in large systems
    • Darden, T., York, D. and Pedersen, L. 1993. Particle mesh Ewald - An N. Log(N) method for Ewald sums in large systems. J. Chem. Phys., 98: 10089 - 10092.
    • (1993) J. Chem. Phys. , vol.98 , pp. 10089-10092
    • Darden, T.1    York, D.2    Pedersen, L.3
  • 31
    • 36749110571 scopus 로고
    • A computer simulation method for the calculation of equilibrium constants for the formation of physical clusters of molecules: Application to small water clusters
    • Swope, W.C., Andersen, H.C., Berens, P.H. and Wilson, K.R. 1982. A computer simulation method for the calculation of equilibrium constants for the formation of physical clusters of molecules: Application to small water clusters. J. Chem. Phys., 76: 637 - 649.
    • (1982) J. Chem. Phys. , vol.76 , pp. 637-649
    • Swope, W.C.1    Andersen, H.C.2    Berens, P.H.3    Wilson, K.R.4
  • 34
    • 36749107785 scopus 로고
    • Molecular dynamics simulations at constant pressure and/or temperature
    • Andersen, H. 1980. Molecular dynamics simulations at constant pressure and/or temperature. J. Chem. Phys., 72: 2384 - 2393.
    • (1980) J. Chem. Phys. , vol.72 , pp. 2384-2393
    • Andersen, H.1
  • 36
    • 11644261806 scopus 로고    scopus 로고
    • Automated docking using a Lamarckian Genetic algorithm and an empirical binding free energy function
    • Morris, G., Goodsell, D., Halliday, R., Huey, R., Hart, W., Belew, R. and Olson, A. 1998. Automated docking using a Lamarckian Genetic algorithm and an empirical binding free energy function. J. Comput. Chem., 19: 1639 - 1662.
    • (1998) J. Comput. Chem. , vol.19 , pp. 1639-1662
    • Morris, G.1    Goodsell, D.2    Halliday, R.3    Huey, R.4    Hart, W.5    Belew, R.6    Olson, A.7
  • 37
    • 0028922586 scopus 로고
    • LIGPLOT: A program to generate schematic diagrams of protein-ligand interactions
    • Wallace, A.C., Laskowski, R.A. and Thornton, J.M. 1995. LIGPLOT: A program to generate schematic diagrams of protein-ligand interactions. Protein Eng., 8: 127 - 134.
    • (1995) Protein Eng. , vol.8 , pp. 127-134
    • Wallace, A.C.1    Laskowski, R.A.2    Thornton, J.M.3
  • 38
    • 33744826819 scopus 로고    scopus 로고
    • MolDock: A new technique for high-accuracy molecular docking
    • Thomsen, R. and Christensen, M.H. 2006. MolDock: A new technique for high-accuracy molecular docking. J. Med. Chem., 49: 3315 - 3321.
    • (2006) J. Med. Chem. , vol.49 , pp. 3315-3321
    • Thomsen, R.1    Christensen, M.H.2
  • 39
    • 79953277006 scopus 로고    scopus 로고
    • BINANA: A novel algorithm for ligand-binding characterization
    • Durrant, J.D. and McCammon, J.A. 2011. BINANA: A novel algorithm for ligand-binding characterization. J. Mol. Graph. Model., 29: 888 - 893.
    • (2011) J. Mol. Graph. Model. , vol.29 , pp. 888-893
    • Durrant, J.D.1    McCammon, J.A.2
  • 40
    • 34249753618 scopus 로고
    • Support-vector networks
    • Cortes, C. and Vapnik, V. 1995. Support-vector networks. Mach. Learn., 20: 273 - 297.
    • (1995) Mach. Learn. , vol.20 , pp. 273-297
    • Cortes, C.1    Vapnik, V.2
  • 41
    • 84871219777 scopus 로고    scopus 로고
    • In-silico prediction of blood-brain barrier permeability
    • Yan, A., Liang, H., Chong, Y., Nie, X. and Yu, C. 2013. In-silico prediction of blood-brain barrier permeability. SAR QSAR Environ. Res., 24: 61 - 74.
    • (2013) SAR QSAR Environ. Res. , vol.24 , pp. 61-74
    • Yan, A.1    Liang, H.2    Chong, Y.3    Nie, X.4    Yu, C.5
  • 43
    • 77956396770 scopus 로고    scopus 로고
    • Using support vector regression coupled with the genetic algorithm for predicting acute toxicity to the fathead minnow
    • Wang, Y., Zheng, M., Xiao, J., Lu, Y., Wang, F., Lu, J., Luo, X., Zhu, W., Jiang, H. and Chen, K. 2010. Using support vector regression coupled with the genetic algorithm for predicting acute toxicity to the fathead minnow. SAR QSAR Environ. Res., 21: 559 - 570.
    • (2010) SAR QSAR Environ. Res. , vol.21 , pp. 559-570
    • Wang, Y.1    Zheng, M.2    Xiao, J.3    Lu, Y.4    Wang, F.5    Lu, J.6    Luo, X.7    Zhu, W.8    Jiang, H.9    Chen, K.10
  • 45
    • 84862667210 scopus 로고    scopus 로고
    • Docking, molecular dynamics simulation studies, and structure-based QSAR model on cytochrome P450 2A6 inhibitors
    • Gharaghani, S., Khayamian, T. and Keshavarz, F. 2012. Docking, molecular dynamics simulation studies, and structure-based QSAR model on cytochrome P450 2A6 inhibitors. Struct. Chem., 23: 341 - 350.
    • (2012) Struct. Chem. , vol.23 , pp. 341-350
    • Gharaghani, S.1    Khayamian, T.2    Keshavarz, F.3
  • 46
    • 0038724207 scopus 로고    scopus 로고
    • The importance of being earnest: Validation is the absolute essential for successful application and interpretation of QSPR models
    • Tropsha, A., Gramatica, P. and Gombar, V.K. 2003. The importance of being earnest: Validation is the absolute essential for successful application and interpretation of QSPR models. QSAR. Comb. Sci., 22: 69 - 77.
    • (2003) QSAR. Comb. Sci. , vol.22 , pp. 69-77
    • Tropsha, A.1    Gramatica, P.2    Gombar, V.K.3
  • 47
    • 66349083887 scopus 로고    scopus 로고
    • Molecular dynamics simulations of a hyperbranched poly(ester amide): Statics, dynamics, and hydrogen bonding
    • Tanis, I., Tragoudaras, D., Karatsos, K. and Anastasiadis, S.H. 2009. Molecular dynamics simulations of a hyperbranched poly(ester amide): Statics, dynamics, and hydrogen bonding. J. Phys. Chem. B., 113: 5356 - 5368.
    • (2009) J. Phys. Chem. B. , vol.113 , pp. 5356-5368
    • Tanis, I.1    Tragoudaras, D.2    Karatsos, K.3    Anastasiadis, S.H.4
  • 48
    • 70349696667 scopus 로고    scopus 로고
    • Molecular dynamics study of the structure and interparticle interactions of polyethylene glycol-conjugated PAMAM dendrimers
    • Lee, H. and Larson, R.G. 2009. Molecular dynamics study of the structure and interparticle interactions of polyethylene glycol-conjugated PAMAM dendrimers. J. Phys. Chem. B., 113: 13202 - 13207.
    • (2009) J. Phys. Chem. B. , vol.113 , pp. 13202-13207
    • Lee, H.1    Larson, R.G.2
  • 49
    • 79959357752 scopus 로고    scopus 로고
    • Backdoor opening mechanism in acetylcholinesterase based on X-ray crystallography and molecular dynamics simulations
    • Sanson, B., Colletier, J.P., Xu, Y., Lang, P.T., Jiang, H., Silman, I., Sussman, J.L. and Weik, M. 2011. Backdoor opening mechanism in acetylcholinesterase based on X-ray crystallography and molecular dynamics simulations. Protein Sci., 20: 1114 - 1118.
    • (2011) Protein Sci. , vol.20 , pp. 1114-1118
    • Sanson, B.1    Colletier, J.P.2    Xu, Y.3    Lang, P.T.4    Jiang, H.5    Silman, I.6    Sussman, J.L.7    Weik, M.8
  • 50
    • 77249107098 scopus 로고    scopus 로고
    • Probing Torpedo californica acetylcholinesterase catalytic gorge with two novel bis-functional galanthamine derivatives
    • Bartolucci, C., Haller, L.A., Jordis, U., Fels, G. and Lamba, D. 2010. Probing Torpedo californica acetylcholinesterase catalytic gorge with two novel bis-functional galanthamine derivatives. J. Med. Chem., 53: 745 - 751.
    • (2010) J. Med. Chem. , vol.53 , pp. 745-751
    • Bartolucci, C.1    Haller, L.A.2    Jordis, U.3    Fels, G.4    Lamba, D.5
  • 51
    • 0033408510 scopus 로고    scopus 로고
    • Structure of acetylcholinesterase complexed with (-)-galanthamine at 2.3 A resolution
    • Greenblatt, H.M., Kryger, G., Lewis, T., Silman, I. and Sussman, J.L. 1999. Structure of acetylcholinesterase complexed with (-)-galanthamine at 2.3 A resolution. FEBS Lett., 463: 321 - 326.
    • (1999) FEBS Lett. , vol.463 , pp. 321-326
    • Greenblatt, H.M.1    Kryger, G.2    Lewis, T.3    Silman, I.4    Sussman, J.L.5
  • 54
    • 34247885823 scopus 로고    scopus 로고
    • Quantitative structure-retention relationship for the Kovats retention indices of a large set of terpenes: A combined data splitting-feature selection strategy
    • Hemmateenejad, B., Javadnia, K. and Elyasi, M. 2007. Quantitative structure-retention relationship for the Kovats retention indices of a large set of terpenes: A combined data splitting-feature selection strategy. Anal. Chim. Acta., 592: 72 - 81.
    • (2007) Anal. Chim. Acta. , vol.592 , pp. 72-81
    • Hemmateenejad, B.1    Javadnia, K.2    Elyasi, M.3
  • 55
    • 33846877842 scopus 로고    scopus 로고
    • An improved approximation to the estimation of the critical F values in best subset regression
    • Salt, D.W., Ajmani, S., Crichton, R. and Livingstone, D.J. 2007. An improved approximation to the estimation of the critical F values in best subset regression. J. Chem. Inf. Model., 47: 143 - 149.
    • (2007) J. Chem. Inf. Model. , vol.47 , pp. 143-149
    • Salt, D.W.1    Ajmani, S.2    Crichton, R.3    Livingstone, D.J.4
  • 56
    • 67549142096 scopus 로고    scopus 로고
    • Simultaneous chemiluminescence determination of promazine and fluphenazine using support vector regression
    • Ensafi, A.A., Hasanpour, F. and Khayamian, T. 2009. Simultaneous chemiluminescence determination of promazine and fluphenazine using support vector regression. Talanta, 79: 534 - 538.
    • (2009) Talanta , vol.79 , pp. 534-538
    • Ensafi, A.A.1    Hasanpour, F.2    Khayamian, T.3
  • 58
    • 85194995437 scopus 로고    scopus 로고
    • SPSS software version 13. IBM Corporation: Somers, NY, USA, Available online
    • SPSS software version 13. IBM Corporation: Somers, NY, USA, 2007. Available online: http://www.spss.com/.
    • (2007)
  • 59
    • 41949116226 scopus 로고    scopus 로고
    • On some aspects of variable selection for partial least squares regression models
    • Roy, P. and Roy, K. 2008. On some aspects of variable selection for partial least squares regression models. QSAR Comb. Sci., 27: 302 - 313.
    • (2008) QSAR Comb. Sci. , vol.27 , pp. 302-313
    • Roy, P.1    Roy, K.2
  • 60
    • 79959554903 scopus 로고    scopus 로고
    • Cytotoxicity estimation of ionic liquids based on their effective structural features
    • Fatemi, M.H. and Izadiyan, P. 2011. Cytotoxicity estimation of ionic liquids based on their effective structural features. Chemosphere, 84: 553 - 563.
    • (2011) Chemosphere , vol.84 , pp. 553-563
    • Fatemi, M.H.1    Izadiyan, P.2
  • 61
    • 0030043489 scopus 로고    scopus 로고
    • Cation-pi interactions in chemistry and biology: A new view of benzene
    • Dougherty, D.A. 1996. Cation-pi interactions in chemistry and biology: A new view of benzene. Phe, Tyr, and Trp, Science, 271: 163 - 168.
    • (1996) Phe, Tyr, and Trp, Science , vol.271 , pp. 163-168
    • Dougherty, D.A.1
  • 62
    • 0242500948 scopus 로고    scopus 로고
    • Structure-antioxidant activity relationship of ferulic acid derivatives: Effect of carbon side chain characteristic groups
    • Nenadis, N., Zhang, H.Y. and Tsimidou, M.Z. 2003. Structure-antioxidant activity relationship of ferulic acid derivatives: Effect of carbon side chain characteristic groups. J. Agric. Food Chem., 51: 1874 - 1879.
    • (2003) J. Agric. Food Chem. , vol.51 , pp. 1874-1879
    • Nenadis, N.1    Zhang, H.Y.2    Tsimidou, M.Z.3
  • 64
    • 80052636154 scopus 로고    scopus 로고
    • A structure-based QSAR and docking study on imidazo[1,5-a][1,2,4]-triazolo[1,5-d][1,4,]benzodiazepines as selective GABA A α5 inverse agonists
    • Gharaghani, S., Khayamian, T. and Keshavarz, F. 2011. A structure-based QSAR and docking study on imidazo[1,5-a][1,2,4]-triazolo[1,5-d][1,4,]benzodiazepines as selective GABA A α5 inverse agonists. Chem. Biol. Drug. Des., 78: 612 - 621.
    • (2011) Chem. Biol. Drug. Des. , vol.78 , pp. 612-621
    • Gharaghani, S.1    Khayamian, T.2    Keshavarz, F.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.