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Volumn 39, Issue 6, 2013, Pages 453-471

3D-QSAR, docking and molecular dynamics for factor Xa inhibitors as anticoagulant agents

Author keywords

3D QSAR; CoMFA; docking; factor Xa; Molecular dynamics

Indexed keywords

3D-QSAR; COMFA; COMPARATIVE MOLECULAR FIELD ANALYSIS; CROSS-VALIDATION METHODS; FACTOR XA; MOLECULAR DYNAMICS SIMULATIONS; PARTIAL LEAST SQUARE (PLS); QUANTITATIVE STRUCTURE ACTIVITY RELATIONSHIP;

EID: 84876288092     PISSN: 08927022     EISSN: 10290435     Source Type: Journal    
DOI: 10.1080/08927022.2012.741235     Document Type: Article
Times cited : (9)

References (60)
  • 2
    • 79960647787 scopus 로고    scopus 로고
    • Recent progress in anticoagulant therapy: Oral direct inhibitors of thrombin and factor Xa
    • K.A. Bauer, Recent progress in anticoagulant therapy: Oral direct inhibitors of thrombin and factor Xa, J. Thromb. Haemost. 9 (2011), pp. 12-19.
    • (2011) J. Thromb. Haemost. , vol.9 , pp. 12-19
    • Bauer, K.A.1
  • 3
    • 0031412416 scopus 로고    scopus 로고
    • State-of-The-art review: Factor Xa versus factor IIa inhibitors
    • B. Kaiser, State-of-the-art review: Factor Xa versus factor IIa inhibitors, Clin. Appl. Thromb./Hemost. 3 (1997), pp. 16-24.
    • (1997) Clin. Appl. Thromb./Hemost. , vol.3 , pp. 16-24
    • Kaiser, B.1
  • 4
    • 0030097984 scopus 로고    scopus 로고
    • A novel synthetic, selective and orally active inhibitor of factor Xa: In vitro and in vivo studies
    • J. Herbert, A. Bernat, F. Dol, J. Herault, B. Crepon, and J. Lormeau, A novel, synthetic, selective and orally active inhibitor of factor Xa: In vitro and in vivo studies, J. Pharmacol. Exp. Ther. 276 (1996), pp. 1030-1038.
    • (1996) J. Pharmacol. Exp. Ther. , vol.276 , pp. 1030-1038
    • Herbert, J.1    Bernat, A.2    Dol, F.3    Herault, J.4    Crepon, B.5    Lormeau, J.6
  • 5
    • 0001860753 scopus 로고    scopus 로고
    • Specific factor xa inhibitors cardiovascular thrombosis: Thrombocardiology and thromboneurology
    • M. Samama, J. Walenga, B. Kaiser, and J. Fareed, Specific factor Xa inhibitors, Cardiovascular Thrombosis: Thrombocardiology and Thromboneurology, Lippincott-Raven, Philadelphia, PA, 1998, pp. 173-188.
    • (1998) Lippincott-Raven, Philadelphia, PA , pp. 173-188
    • Samama, M.1    Walenga, J.2    Kaiser, B.3    Fareed, J.4
  • 6
    • 0018729826 scopus 로고
    • Optimization of conditions for the catalytic effect of the factor IXa-factor VIII complex: Probable role of the complex in the amplification of blood coagulation
    • S. Elo?di and K. Varadi, Optimization of conditions for the catalytic effect of the factor IXa-factor VIII complex: Probable role of the complex in the amplification of blood coagulation, Thromb. Res. 15 (1979), pp. 617-629.
    • (1979) Thromb. Res. , vol.15 , pp. 617-629
    • Elodi, S.1    Varadi, K.2
  • 8
    • 84861337801 scopus 로고    scopus 로고
    • Studies of H4R antagonists using 3D-QSAR molecular docking and molecular dynamics
    • J. Liu, Y. Li, H.X. Zhang, S.W. Zhang, and L. Yang, Studies of H4R antagonists using 3D-QSAR, molecular docking and molecular dynamics, J. Mol. Model. 18 (2012), pp. 991-1001.
    • (2012) J. Mol. Model. , vol.18 , pp. 991-1001
    • Liu, J.1    Li, Y.2    Zhang, H.X.3    Zhang, S.W.4    Yang, L.5
  • 9
    • 42949179198 scopus 로고    scopus 로고
    • Current topics in computer-aided drug design
    • C.A. Taft, V.B. da Silva, and C.H.T.P. da Silva, Current topics in computer-aided drug design, J. Pharm. Sci. 97 (2008), pp. 1089-1098.
    • (2008) J. Pharm. Sci. , vol.97 , pp. 1089-1098
    • Taft, C.A.1    Da Silva, V.B.2    Da Silva, C.H.T.P.3
  • 10
    • 31944443335 scopus 로고    scopus 로고
    • Comparative study of factor Xa inhibitors using molecular docking/SVM/HQSAR/3D-QSAR methods
    • J. Sun, H.F. Chen, H.R. Xia, J.H. Yao, and B.T. Fan, Comparative study of factor Xa inhibitors using molecular docking/SVM/HQSAR/3D-QSAR methods, J. QSAR Comb. Sci. 25 (2006), pp. 25-45.
    • (2006) J. QSAR Comb. Sci. , vol.25 , pp. 25-45
    • Sun, J.1    Chen, H.F.2    Xia, H.R.3    Yao, J.H.4    Fan, B.T.5
  • 11
    • 18344364519 scopus 로고    scopus 로고
    • Structural requirements for factor Xa inhibition by 3-oxybenzamides with neutral P1 substituents: Combining X-ray crystallography3D-QSAR, and tailored scoring functions
    • H. Matter, D.W. Will, M. Nazare, H. Schreuder, V. Laux, and V. Wehner, Structural requirements for factor Xa inhibition by 3-oxybenzamides with neutral P1 substituents: Combining X-ray crystallography, 3D-QSAR, and tailored scoring functions, J. Med. Chem. 48 (2005), pp. 3290-3312.
    • (2005) J. Med. Chem. , vol.48 , pp. 3290-3312
    • Matter, H.1    Will, D.W.2    Nazare, M.3    Schreuder, H.4    Laux, V.5    Wehner, V.6
  • 12
    • 0346996360 scopus 로고    scopus 로고
    • Analyses of activity for factor Xa inhibitors based on Monte Carlo simulations
    • D. Ostrovsky, M. Udier-Blagovic, and W.L. Jorgensen, Analyses of activity for factor Xa inhibitors based on Monte Carlo simulations, J. Med. Chem. 46 (2003), pp. 5691-5699.
    • (2003) J. Med. Chem. , vol.46 , pp. 5691-5699
    • Ostrovsky, D.1    Udier-Blagovic, M.2    Jorgensen, W.L.3
  • 13
    • 0036933629 scopus 로고    scopus 로고
    • QSAR with electrotopological state atom index: Human factor Xa inhibitor N2-aroylanthranilamides
    • K. Roy, A.U. De, and C. Sengupta, QSAR with electrotopological state atom index: Human factor Xa inhibitor N2-aroylanthranilamides, J. Drug Des. Discov. 18 (2002), pp. 33-43.
    • (2002) J. Drug Des. Discov. , vol.18 , pp. 33-43
    • Roy, K.1    De, A.U.2    Sengupta, C.3
  • 14
    • 0036933836 scopus 로고    scopus 로고
    • QSAR of human factor Xa inhibitor N2-aroylanthranilamides using principal component factor analysis
    • K. Roy, A.U. De, and C. Sengupta, QSAR of human factor Xa inhibitor N2-aroylanthranilamides using principal component factor analysis, J. Drug Des. Discov. 18 (2002), pp. 23-31.
    • (2002) J. Drug Des. Discov. , vol.18 , pp. 23-31
    • Roy, K.1    De, A.U.2    Sengupta, C.3
  • 15
    • 0032015246 scopus 로고    scopus 로고
    • Evaluation of proposed modes of binding of (2S)-2-[4-[[(3S)-1- acetimidoyl-3-pyrrolidinyl] oxy]phenyl]-3-(7-am idino-2-naphthyl)propanoic acid hydrochloride and some analogs to factor Xa using a comparative molecular field analysis
    • R.J. Vaz, L.R. McLean, and J.T. Pelton, Evaluation of proposed modes of binding of (2S)-2-[4-[[(3S)-1-acetimidoyl-3-pyrrolidinyl] oxy]phenyl]-3-(7-am idino-2-naphthyl)propanoic acid hydrochloride and some analogs to factor Xa using a comparative molecular field analysis, J. Comput. Aided Mol. Des. 12 (1998), pp. 99-110.
    • (1998) J. Comput. Aided Mol. Des. , vol.12 , pp. 99-110
    • Vaz, R.J.1    McLean, L.R.2    Pelton, J.T.3
  • 17
    • 28844509315 scopus 로고    scopus 로고
    • QSAR studies of N1-(5-chloro-2-pyridyl)-2-{[4-(alkyl methyl) benzoyl] amino}-5-chlorobenzamide analogs
    • N. Rameshwar, K. Krishna, B. Ashok Kumar, and T. Parthasarathy, QSAR studies of N1-(5-chloro-2-pyridyl)-2-{[4-(alkyl methyl) benzoyl] amino}-5-chlorobenzamide analogs, Bioorg. Med. Chem. 14 (2006), pp. 319-325.
    • (2006) Bioorg. Med. Chem. , vol.14 , pp. 319-325
    • Rameshwar, N.1    Krishna, K.2    Ashok Kumar, B.3    Parthasarathy, T.4
  • 18
    • 84988115618 scopus 로고
    • Validation of the general purpose tripos 5.2 force field
    • M. Clark, R.D. Cramer, III, and N. Van Opdenbosch, Validation of the general purpose tripos 5.2 force field, J. Comput. Chem. 10 (1989), pp. 982-1012.
    • (1989) J. Comput. Chem. , vol.10 , pp. 982-1012
    • Clark, M.1    Cramer, R.D.2    Van Opdenbosch, N.3
  • 19
    • 0023751431 scopus 로고
    • Comparative molecular field analysis (CoMFA). 1. Effect of shape on binding of steroids to carrier proteins
    • R.D. Cramer, III, D.E. Patterson, and J.D. Bunce, Comparative molecular field analysis (CoMFA). 1. Effect of shape on binding of steroids to carrier proteins, J. Am. Chem. Soc. 110 (1988), pp. 5959-5967.
    • (1988) J. Am. Chem. Soc. , vol.110 , pp. 5959-5967
    • Cramer, R.D.1    Patterson, D.E.2    Bunce, J.D.3
  • 20
    • 0000120265 scopus 로고    scopus 로고
    • All-orientation search and allplacement search in comparative molecular field analysis
    • R. Wang, Y. Gao, L. Liu, and L. Lai, All-orientation search and allplacement search in comparative molecular field analysis, J. Mol. Model. 4 (1998), pp. 276-283.
    • (1998) J. Mol. Model. , vol.4 , pp. 276-283
    • Wang, R.1    Gao, Y.2    Liu, L.3    Lai, L.4
  • 22
    • 0029655006 scopus 로고
    • Cross-validated R2-guided region selection for comparative molecular field analysis: A simple method to achieve consistent results
    • S.J. Cho and A. Tropsha, Cross-validated R2-guided region selection for comparative molecular field analysis: A simple method to achieve consistent results, J. Med. Chem. 38 (1995), pp. 1060-1066.
    • (1995) J. Med. Chem. , vol.38 , pp. 1060-1066
    • Cho, S.J.1    Tropsha, A.2
  • 23
    • 77957834344 scopus 로고    scopus 로고
    • 3D-QSAR analysis of human immunodeficiency virus entry-1 inhibitors by CoMFA and CoMSIA
    • S. Pirhadi and J.B. Ghasemi, 3D-QSAR analysis of human immunodeficiency virus entry-1 inhibitors by CoMFA and CoMSIA, Eur. J. Med. Chem. 45 (2010), pp. 4897-4903.
    • (2010) Eur. J. Med. Chem. , vol.45 , pp. 4897-4903
    • Pirhadi, S.1    Ghasemi, J.B.2
  • 24
    • 79951892624 scopus 로고    scopus 로고
    • 3D-QSAR studies of 2-arylbenzoxazoles as novel cholesteryl ester transfer protein inhibitors
    • J.B. Ghasemi, S. Pirhadi, and M. Ayati, 3D-QSAR studies of 2-arylbenzoxazoles as novel cholesteryl ester transfer protein inhibitors, Bull. Korean Chem. Soc. 32 (2011), pp. 645-650.
    • (2011) Bull. Korean Chem. Soc. , vol.32 , pp. 645-650
    • Ghasemi, J.B.1    Pirhadi, S.2    Ayati, M.3
  • 25
    • 84876293169 scopus 로고    scopus 로고
    • QSARTM Manual, SYBYL 7.3, Tripos, St Louis, MO, USA
    • QSARTM Manual, SYBYL 7.3, Tripos, St Louis, MO, USA, 2006.
    • (2006)
  • 28
    • 84857514268 scopus 로고    scopus 로고
    • Comparative studies on some metrics for external validation of QSPR models
    • K. Roy, I. Mitra, S. Kar, P.K. Ojha, R.N. Das, and H. Kabir, Comparative studies on some metrics for external validation of QSPR models, J. Chem. Info. Model. 52 (2012), pp. 396-408.
    • (2012) J. Chem. Info. Model. , vol.52 , pp. 396-408
    • Roy, K.1    Mitra, I.2    Kar, S.3    Ojha, P.K.4    Das, R.N.5    Kabir, H.6
  • 29
    • 79955650139 scopus 로고    scopus 로고
    • Further exploring r2 m metrics for validation of QSPR models
    • P.K. Ojha, I. Mitra, R.N. Das, and K. Roy, Further exploring r2 m metrics for validation of QSPR models, Chemom. Intell. Lab. Syst. 107 (2011), pp. 194-205.
    • (2011) Chemom. Intell. Lab. Syst. , vol.107 , pp. 194-205
    • Ojha, P.K.1    Mitra, I.2    Das, R.N.3    Roy, K.4
  • 30
    • 67249129284 scopus 로고    scopus 로고
    • On two novel parameters for validation of predictive QSAR models
    • P.P. Roy, S. Paul, I. Mitra, and K. Roy, On two novel parameters for validation of predictive QSAR models, Molecules 14 (2009), pp. 1660-1701.
    • (2009) Molecules , vol.14 , pp. 1660-1701
    • Roy, P.P.1    Paul, S.2    Mitra, I.3    Roy, K.4
  • 31
    • 0034710718 scopus 로고    scopus 로고
    • GRid-INdependent descriptors (GRIND): A novel class of alignmentindependent three-dimensional molecular descriptors
    • M. Pastor, G. Cruciani, I. McLay, S. Pickett, and S. Clementi, GRid-INdependent descriptors (GRIND): A novel class of alignmentindependent three-dimensional molecular descriptors, J. Med. Chem. 43 (2000), pp. 3233-3243.
    • (2000) J. Med. Chem. , vol.43 , pp. 3233-3243
    • Pastor, M.1    Cruciani, G.2    McLay, I.3    Pickett, S.4    Clementi, S.5
  • 33
    • 16644397215 scopus 로고    scopus 로고
    • GRIND-derived pharmacophore model for a series of atropanyl derivative ligands of the sigma-2 receptor
    • P. Cratteri, M.N. Romanelli, G. Cruciani, C. Bonaccini, and F. Melani, GRIND-derived pharmacophore model for a series of atropanyl derivative ligands of the sigma-2 receptor, J. Comput. Aided Mol. Des. 18 (2004), pp. 361-374.
    • (2004) J. Comput. Aided Mol. Des. , vol.18 , pp. 361-374
    • Cratteri, P.1    Romanelli, M.N.2    Cruciani, G.3    Bonaccini, C.4    Melani, F.5
  • 34
    • 2942604990 scopus 로고    scopus 로고
    • GRIND/ALMOND investigations on CysLT1 receptor antagonists of the quinolinyl (bridged) aryl type
    • P. Benedetti, R. Mannhold, G. Cruciani, and G. Ottaviani, GRIND/ALMOND investigations on CysLT1 receptor antagonists of the quinolinyl (bridged) aryl type, Bioorg. Med. Chem. 12 (2004), pp. 3607-3617.
    • (2004) Bioorg. Med. Chem. , vol.12 , pp. 3607-3617
    • Benedetti, P.1    Mannhold, R.2    Cruciani, G.3    Ottaviani, G.4
  • 36
    • 0347088831 scopus 로고    scopus 로고
    • Use of alignment-free molecular descriptors in diversity analysis and optimal sampling of molecular libraries
    • F. Fontaine, M. Pastor, H. Gutierrez-de-Teran, J.J. Lozano, and F. Sanz, Use of alignment-free molecular descriptors in diversity analysis and optimal sampling of molecular libraries, Mol. Divers. 6 (2003), pp. 135-147.
    • (2003) Mol. Divers. , vol.6 , pp. 135-147
    • Fontaine, F.1    Pastor, M.2    Gutierrez-De-Teran, H.3    Lozano, J.J.4    Sanz, F.5
  • 38
    • 45849133803 scopus 로고    scopus 로고
    • GRIND-based 3D-QSAR to predict inhibitory activity for similar enzymes
    • G. Ermondi and G. Caron, GRIND-based 3D-QSAR to predict inhibitory activity for similar enzymes, OSC and SHC, Eur. J. Med. Chem. 43 (2008), pp. 1462-1468.
    • (2008) OSC and SHC, Eur. J. Med. Chem. , vol.43 , pp. 1462-1468
    • Ermondi, G.1    Caron, G.2
  • 40
    • 54249093364 scopus 로고    scopus 로고
    • Development and validation of AMANDA a new algorithm for selecting highly relevant regions in molecular interaction fields
    • A. Duran, G.C. Martýnez, and M. Pastor, Development and validation of AMANDA, a new algorithm for selecting highly relevant regions in molecular interaction fields, J. Chem. Info. Model. 48 (2008), pp. 1813-1823.
    • (2008) J. Chem. Info. Model. , vol.48 , pp. 1813-1823
    • Duran, A.1    Martýnez, G.C.2    Pastor, M.3
  • 43
    • 18244365115 scopus 로고    scopus 로고
    • Calculating virtual log P in the alkane/water system (log P Nalk) and its derived parameters Dlog P Noct-alk and log DpHalk
    • G. Caron and G. Ermondi, Calculating virtual log P in the alkane/water system (log P Nalk) and its derived parameters Dlog P Noct-alk and log DpHalk, J. Med. Chem. 48 (2005), pp. 3269-3279.
    • (2005) J. Med. Chem. , vol.48 , pp. 3269-3279
    • Caron, G.1    Ermondi, G.2
  • 44
    • 0029923976 scopus 로고    scopus 로고
    • X-ray structure of active site-inhibited clotting factor Xa implications for drug design and substrate recognition
    • H. Brandstetter, A. Kuhne, W. Bode, R. Huber, W. von der Saal, K. Wirthensohn, and R.A. Engh, X-ray structure of active site-inhibited clotting factor Xa implications for drug design and substrate recognition, J. Biol. Chem. 271 (1996), pp. 29988-29992.
    • (1996) J. Biol. Chem. , vol.271 , pp. 29988-29992
    • Brandstetter, H.1    Kuhne, A.2    Bode, W.3    Huber, R.4    Saal Der W.Von5    Wirthensohn, K.6    Engh, R.A.7
  • 45
    • 84986505827 scopus 로고
    • Validation of the general purpose QUANTA 3.2/CHARMm force field
    • F.A. Momany and R. Rone, Validation of the general purpose QUANTA 3.2/CHARMm force field, J. Comput. Chem. 13 (1992), pp. 888-900.
    • (1992) J. Comput. Chem. , vol.13 , pp. 888-900
    • Momany, F.A.1    Rone, R.2
  • 46
    • 84876282246 scopus 로고    scopus 로고
    • Accelrys Software Inc. Discovery Studio 2.5. Accelrys Software Inc
    • Accelrys Software Inc. Discovery Studio 2.5. Accelrys Software Inc., 2009. http://www.accelrys.com
    • (2009)
  • 47
    • 0041781898 scopus 로고    scopus 로고
    • Detailed analysis of grid-based molecular docking: A case study of CDOCKER-A CHARMm-based MD docking algorithm
    • G. Wu, D.H. Robertson, C.L. Brooks, III, and M. Vieth, Detailed analysis of grid-based molecular docking: A case study of CDOCKER-a CHARMm-based MD docking algorithm, J. Comput. Chem. 24 (2003), pp. 1549-1562.
    • (2003) J. Comput. Chem. , vol.24 , pp. 1549-1562
    • Wu, G.1    Robertson, D.H.2    Brooks, C.L.3    Vieth, M.4
  • 48
    • 84856692771 scopus 로고    scopus 로고
    • Docking alignment-3D-QSAR of a new class of potent and non-chiral indole-3-carboxamide-based renin inhibitors
    • J.B. Ghasemi and S. Pirhadi, Docking alignment-3D-QSAR of a new class of potent and non-chiral indole-3-carboxamide-based renin inhibitors, Collect. Czech. Chem. Commun. 76 (2011), pp. 1447-1469.
    • (2011) Collect. Czech. Chem. Commun. , vol.76 , pp. 1447-1469
    • Ghasemi, J.B.1    Pirhadi, S.2
  • 50
    • 0035789518 scopus 로고    scopus 로고
    • GROMACS 3.0: A package for molecular simulation and trajectory analysis
    • E. Lindahl, B. Hess, and D. Van Der Spoel, GROMACS 3.0: A package for molecular simulation and trajectory analysis, J. Mol. Model. 7 (2001), pp. 306-317.
    • (2001) J. Mol. Model. , vol.7 , pp. 306-317
    • Lindahl, E.1    Hess, B.2    Spoel Der D.Van3
  • 51
    • 0030158429 scopus 로고    scopus 로고
    • PRODRG a program for generating molecular topologies and unique molecular descriptors from coordinates of small molecules
    • D.M.F. Aalten, R. Bywater, J. Findlay, M. Hendlich, R. Hooft, and G. Vriend, PRODRG, a program for generating molecular topologies and unique molecular descriptors from coordinates of small molecules, J. Comput. Aided Mol. Des. 10 (1996), pp. 255-262.
    • (1996) J. Comput. Aided Mol. Des. , vol.10 , pp. 255-262
    • Aalten, D.M.F.1    Bywater, R.2    Findlay, J.3    Hendlich, M.4    Hooft, R.5    Vriend, G.6
  • 53
    • 70349993587 scopus 로고    scopus 로고
    • Effective removal of rhodamine B from contaminated water using non-covalent imprinted microspheres designed by computational approach
    • R. Liu, X. Li, Y. Li, P. Jin, W. Qin, and J. Qi, Effective removal of rhodamine B from contaminated water using non-covalent imprinted microspheres designed by computational approach, Biosens. Bioelectron. 25 (2009), pp. 629-634.
    • (2009) Biosens. Bioelectron. , vol.25 , pp. 629-634
    • Liu, R.1    Li, X.2    Li, Y.3    Jin, P.4    Qin, W.5    Qi, J.6
  • 54
    • 30544440025 scopus 로고    scopus 로고
    • Dynamic mechanism of E2020 binding to acetylcholinesterase: A steered molecular dynamics simulation
    • C. Niu, Y. Xu, X. Luo, W. Duan, I. Silman, J.L. Sussman, W. Zhu, K. Chen, and J. Shen, Dynamic mechanism of E2020 binding to acetylcholinesterase: A steered molecular dynamics simulation, J. Phys. Chem. B 109 (2005), pp. 23730-23738.
    • (2005) J. Phys. Chem. B , vol.109 , pp. 23730-23738
    • Niu, C.1    Xu, Y.2    Luo, X.3    Duan, W.4    Silman, I.5    Sussman, J.L.6    Zhu, W.7    Chen, K.8    Shen, J.9
  • 56
    • 0019707626 scopus 로고
    • Polymorphic transitions in single crystals: A new molecular dynamics method
    • M. Parrinello and A. Rahman, Polymorphic transitions in single crystals: A new molecular dynamics method, J. Appl. Phys. 52 (1981), pp. 7182-7190.
    • (1981) J. Appl. Phys. , vol.52 , pp. 7182-7190
    • Parrinello, M.1    Rahman, A.2
  • 57
    • 0037157153 scopus 로고    scopus 로고
    • Computational drug design accommodating receptor flexibility: The relaxed complex scheme
    • J.H. Lin, A.L. Perryman, J.R. Schames, and J.A. McCammon, Computational drug design accommodating receptor flexibility: The relaxed complex scheme, J. Am. Chem. Soc. 124 (2002), pp. 5632-5633.
    • (2002) J. Am. Chem. Soc. , vol.124 , pp. 5632-5633
    • Lin, J.H.1    Perryman, A.L.2    Schames, J.R.3    McCammon, J.A.4
  • 58
    • 20844450385 scopus 로고    scopus 로고
    • Statistical variation in progressive scrambling
    • R. Clark and P. Fox, Statistical variation in progressive scrambling, J. Comput. Aided Mol. Des. 18 (2004), pp. 563-576.
    • (2004) J. Comput. Aided Mol. Des. , vol.18 , pp. 563-576
    • Clark, R.1    Fox, P.2
  • 59
    • 33845277149 scopus 로고    scopus 로고
    • QSAR prediction of estrogen activity for a large set of diverse chemicals under the guidance of OECD principles
    • H. Liu, E. Papa, and P. Gramatica, QSAR prediction of estrogen activity for a large set of diverse chemicals under the guidance of OECD principles, J. Chem. Res. Toxicol. 19 (2006), pp. 1540-1548.
    • (2006) J. Chem. Res. Toxicol. , vol.19 , pp. 1540-1548
    • Liu, H.1    Papa, E.2    Gramatica, P.3
  • 60
    • 77949345210 scopus 로고    scopus 로고
    • Per-and polyfluoro toxicity (LC50 inhalation) study in rat and mouse using QSAR modeling
    • B. Bhhatarai and P. Gramatica, Per-and polyfluoro toxicity (LC50 inhalation) study in rat and mouse using QSAR modeling, J. Chem. Res. Toxicol. 23 (2010), pp. 528-539.
    • (2010) J. Chem. Res. Toxicol. , vol.23 , pp. 528-539
    • Bhhatarai, B.1    Gramatica, P.2


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