메뉴 건너뛰기




Volumn 79, Issue 5, 2012, Pages 835-849

Identification of Novel HIV-1 Integrase Inhibitors Using Shape-Based Screening, QSAR, and Docking Approach

Author keywords

2D QSAR; ADME; Docking; Shape based screening; Toxicity

Indexed keywords

BENZODITHIAZINE DERIVATIVE; BENZOTHIAZINE DERIVATIVE; INTEGRASE INHIBITOR; UNCLASSIFIED DRUG;

EID: 84859425469     PISSN: 17470277     EISSN: 17470285     Source Type: Journal    
DOI: 10.1111/j.1747-0285.2012.01326.x     Document Type: Article
Times cited : (27)

References (50)
  • 1
    • 0034468560 scopus 로고    scopus 로고
    • Repair of gaps in retroviral DNA integration intermediates
    • Yoder K.E., Bushman F.D. (2000) Repair of gaps in retroviral DNA integration intermediates. J Virol;74:11191-11200.
    • (2000) J Virol , vol.74 , pp. 11191-11200
    • Yoder, K.E.1    Bushman, F.D.2
  • 2
    • 0034671528 scopus 로고    scopus 로고
    • Modeling the late steps in HIV-1 retroviral integrase-catalyzed DNA integration
    • Brin E., Yi J., Skalka A.M., Leis J. (2000) Modeling the late steps in HIV-1 retroviral integrase-catalyzed DNA integration. J Biol Chem;275:39287-39295.
    • (2000) J Biol Chem , vol.275 , pp. 39287-39295
    • Brin, E.1    Yi, J.2    Skalka, A.M.3    Leis, J.4
  • 3
    • 0030746054 scopus 로고    scopus 로고
    • Binding of different divalent cations to the active site of Avian Sarcoma virus integrase and their effects on enzymatic activity
    • Bujacz G., Alexandratos J., Wlodawer A., Merkel G., Andrake M., Katz R.A., Skalka A.M. (1997) Binding of different divalent cations to the active site of Avian Sarcoma virus integrase and their effects on enzymatic activity. J Biol Chem;272:18161-18168.
    • (1997) J Biol Chem , vol.272 , pp. 18161-18168
    • Bujacz, G.1    Alexandratos, J.2    Wlodawer, A.3    Merkel, G.4    Andrake, M.5    Katz, R.A.6    Skalka, A.M.7
  • 4
    • 40949161366 scopus 로고    scopus 로고
    • Raltegravir: an integrase inhibitor for HIV-1
    • Evering T.H., Markowitz M. (2008) Raltegravir: an integrase inhibitor for HIV-1. Expert Opin Investig Drug;17:413-422.
    • (2008) Expert Opin Investig Drug , vol.17 , pp. 413-422
    • Evering, T.H.1    Markowitz, M.2
  • 5
    • 63649087422 scopus 로고    scopus 로고
    • Raltegravir: the first HIV type 1 integrase inhibitor
    • Hicks C., Gulick R.M. (2009) Raltegravir: the first HIV type 1 integrase inhibitor. Clin Infect Dis;48:931-939.
    • (2009) Clin Infect Dis , vol.48 , pp. 931-939
    • Hicks, C.1    Gulick, R.M.2
  • 6
    • 44049098603 scopus 로고    scopus 로고
    • Raltegravir: first in class HIV integrase inhibitor
    • Temesgen Z., Siraj D.S. (2008) Raltegravir: first in class HIV integrase inhibitor. Ther Clin Risk Manag;4:493-500.
    • (2008) Ther Clin Risk Manag , vol.4 , pp. 493-500
    • Temesgen, Z.1    Siraj, D.S.2
  • 7
    • 70349766723 scopus 로고    scopus 로고
    • Docking-based 3D-QSAR study of HIV-1 integrase inhibitors
    • Gupta P., Roy N., Garg P. (2009) Docking-based 3D-QSAR study of HIV-1 integrase inhibitors. Eur J Med Chem;44:4276-4287.
    • (2009) Eur J Med Chem , vol.44 , pp. 4276-4287
    • Gupta, P.1    Roy, N.2    Garg, P.3
  • 8
    • 33845345588 scopus 로고    scopus 로고
    • Three-dimensional quantitative structure-activity relationship studies on diverse structural classes of HIV-1 integrase inhibitors using CoMFA and CoMSIA
    • Nunthaboot N., Tonmunphean S., Parasuk V., Wolschann P., Kokpol S. (2006) Three-dimensional quantitative structure-activity relationship studies on diverse structural classes of HIV-1 integrase inhibitors using CoMFA and CoMSIA. Eur J Med Chem;41:1359-1372.
    • (2006) Eur J Med Chem , vol.41 , pp. 1359-1372
    • Nunthaboot, N.1    Tonmunphean, S.2    Parasuk, V.3    Wolschann, P.4    Kokpol, S.5
  • 9
    • 0347593982 scopus 로고    scopus 로고
    • Application of CoMFA and CoMSIA 3D-QSAR and docking studies in optimization of mercaptobenzenesulfonamides as HIV-1 integrase inhibitors
    • Kuo C.L., Assefa H., Kamath S., Brzozowski Z., Slawinski J., Saczewski F., Buolamwini J.K., Neamati N. (2004) Application of CoMFA and CoMSIA 3D-QSAR and docking studies in optimization of mercaptobenzenesulfonamides as HIV-1 integrase inhibitors. J Med Chem;47:385-399.
    • (2004) J Med Chem , vol.47 , pp. 385-399
    • Kuo, C.L.1    Assefa, H.2    Kamath, S.3    Brzozowski, Z.4    Slawinski, J.5    Saczewski, F.6    Buolamwini, J.K.7    Neamati, N.8
  • 10
    • 0037075132 scopus 로고    scopus 로고
    • CoMFA and CoMSIA 3D QSAR and docking studies on conformationally-restrained cinnamoyl HIV-1 integrase inhibitors: exploration of a binding mode at the active site
    • Buolamwini J.K., Assefa H. (2002) CoMFA and CoMSIA 3D QSAR and docking studies on conformationally-restrained cinnamoyl HIV-1 integrase inhibitors: exploration of a binding mode at the active site. J Med Chem;45:841-852.
    • (2002) J Med Chem , vol.45 , pp. 841-852
    • Buolamwini, J.K.1    Assefa, H.2
  • 11
    • 0036520841 scopus 로고    scopus 로고
    • 3D-QSAR and molecular modeling of HIV-1 integrase inhibitors
    • Makhija M.T., Kulkarni V.M. (2002) 3D-QSAR and molecular modeling of HIV-1 integrase inhibitors. J Comput Aided Mol Des;16:181-200.
    • (2002) J Comput Aided Mol Des , vol.16 , pp. 181-200
    • Makhija, M.T.1    Kulkarni, V.M.2
  • 12
    • 3142676449 scopus 로고    scopus 로고
    • Exploring binding mode for styrylquinoline HIV-1 integrase inhibitors using comparative molecular field analysis and docking studies
    • Ma X.H., Zhang X.Y., Tan J.J., Chen W.Z., Wang C.X. (2004) Exploring binding mode for styrylquinoline HIV-1 integrase inhibitors using comparative molecular field analysis and docking studies. Acta Pharmacol Sin;25:950-958.
    • (2004) Acta Pharmacol Sin , vol.25 , pp. 950-958
    • Ma, X.H.1    Zhang, X.Y.2    Tan, J.J.3    Chen, W.Z.4    Wang, C.X.5
  • 13
    • 0030471086 scopus 로고    scopus 로고
    • Application of the electrotopological state index to QSAR analysis of flavone derivatives as HIV-1 integrase inhibitors
    • Buolamwini J.K., Raghavan K., Fesen M.R., Pommier Y., Kohn K.W., Weinstein J.N. (1996) Application of the electrotopological state index to QSAR analysis of flavone derivatives as HIV-1 integrase inhibitors. Pharm Res;13:1892-1895.
    • (1996) Pharm Res , vol.13 , pp. 1892-1895
    • Buolamwini, J.K.1    Raghavan, K.2    Fesen, M.R.3    Pommier, Y.4    Kohn, K.W.5    Weinstein, J.N.6
  • 14
    • 0036186163 scopus 로고    scopus 로고
    • QSAR of HIV-1 integrase inhibitors by genetic function approximation method
    • Makhija M.T., Kulkarni V.M. (2002) QSAR of HIV-1 integrase inhibitors by genetic function approximation method. Bioorg Med Chem;10:1483-1497.
    • (2002) Bioorg Med Chem , vol.10 , pp. 1483-1497
    • Makhija, M.T.1    Kulkarni, V.M.2
  • 15
    • 0036973292 scopus 로고    scopus 로고
    • QSAR studies of HIV-1 integrase inhibition
    • Yuan H., Parrill A.L. (2002) QSAR studies of HIV-1 integrase inhibition. Bioorg Med Chem;10:4169-4183.
    • (2002) Bioorg Med Chem , vol.10 , pp. 4169-4183
    • Yuan, H.1    Parrill, A.L.2
  • 16
    • 77954349380 scopus 로고    scopus 로고
    • QSAR study of substituted 1,3,4-oxadiazole naphthyridines as HIV-1 integrase inhibitors
    • Ravichandran V., Shalini S., Sundram K., Sokkalingam A.D. (2010) QSAR study of substituted 1, 3, 4-oxadiazole naphthyridines as HIV-1 integrase inhibitors. Eur J Med Chem;45:2791-2797.
    • (2010) Eur J Med Chem , vol.45 , pp. 2791-2797
    • Ravichandran, V.1    Shalini, S.2    Sundram, K.3    Sokkalingam, A.D.4
  • 17
    • 77955560073 scopus 로고    scopus 로고
    • QSAR study of carboxylic acid derivatives as HIV-1 Integrase inhibitors
    • Cheng Z., Zhang Y., Fu W. (2010) QSAR study of carboxylic acid derivatives as HIV-1 Integrase inhibitors. Eur J Med Chem;45:3970-3980.
    • (2010) Eur J Med Chem , vol.45 , pp. 3970-3980
    • Cheng, Z.1    Zhang, Y.2    Fu, W.3
  • 18
    • 1542345402 scopus 로고    scopus 로고
    • HIV-1 integrase pharmacophore model derived from diverse classes of inhibitors
    • Mustata G.I., Brigo A., Briggs J.M. (2004) HIV-1 integrase pharmacophore model derived from diverse classes of inhibitors. Bioorg Med Chem Lett;14:1447-1454.
    • (2004) Bioorg Med Chem Lett , vol.14 , pp. 1447-1454
    • Mustata, G.I.1    Brigo, A.2    Briggs, J.M.3
  • 20
    • 41649096265 scopus 로고    scopus 로고
    • Quinolone 3-carboxylic acid pharmacophore: design of second generation HIV-1 integrase inhibitors
    • Dayam R., Al-Mawsawi L.Q., Zawahir Z., Witvrouw M., Debyser Z., Neamati N. (2008) Quinolone 3-carboxylic acid pharmacophore: design of second generation HIV-1 integrase inhibitors. J Med Chem;51:1136-1144.
    • (2008) J Med Chem , vol.51 , pp. 1136-1144
    • Dayam, R.1    Al-Mawsawi, L.Q.2    Zawahir, Z.3    Witvrouw, M.4    Debyser, Z.5    Neamati, N.6
  • 21
    • 12144254795 scopus 로고    scopus 로고
    • [beta]-diketo acid pharmacophore hypothesis. 1. Discovery of a novel class of HIV-1 integrase inhibitors
    • Dayam R., Sanchez T., Clement O., Shoemaker R., Sei S., Neamati N. (2005) [beta]-diketo acid pharmacophore hypothesis. 1. Discovery of a novel class of HIV-1 integrase inhibitors. J Med Chem;48:111-120.
    • (2005) J Med Chem , vol.48 , pp. 111-120
    • Dayam, R.1    Sanchez, T.2    Clement, O.3    Shoemaker, R.4    Sei, S.5    Neamati, N.6
  • 22
    • 77955423893 scopus 로고    scopus 로고
    • Active site binding modes of dimeric phloroglucinols for HIV-1 reverse transcriptase, protease and integrase
    • Gupta P., Kumar R., Garg P., Singh I.P. (2010) Active site binding modes of dimeric phloroglucinols for HIV-1 reverse transcriptase, protease and integrase. Bioorg Med Chem Lett;20:4427-4431.
    • (2010) Bioorg Med Chem Lett , vol.20 , pp. 4427-4431
    • Gupta, P.1    Kumar, R.2    Garg, P.3    Singh, I.P.4
  • 23
    • 8844247763 scopus 로고    scopus 로고
    • Active site binding modes of the ß-diketoacids: a multi-active site approach in HIV-1 integrase inhibitor design
    • Dayam R., Neamati N. (2004) Active site binding modes of the ß-diketoacids: a multi-active site approach in HIV-1 integrase inhibitor design. Bioorg Med Chem;12:6371-6381.
    • (2004) Bioorg Med Chem , vol.12 , pp. 6371-6381
    • Dayam, R.1    Neamati, N.2
  • 24
    • 20644442241 scopus 로고    scopus 로고
    • Active site binding modes of curcumin in HIV-1 protease and integrase
    • Vajragupta O., Boonchoong P., Morris G.M., Olson A.J. (2005) Active site binding modes of curcumin in HIV-1 protease and integrase. Bioorg Med Chem;15:3364-3368.
    • (2005) Bioorg Med Chem , vol.15 , pp. 3364-3368
    • Vajragupta, O.1    Boonchoong, P.2    Morris, G.M.3    Olson, A.J.4
  • 25
    • 33745656139 scopus 로고    scopus 로고
    • Binding mode prediction of strand transfer HIV-1 integrase inhibitors using Tn5 transposase as a plausible surrogate model for HIV-1 integrase
    • Barreca M.L., De Luca L., Iraci N., Chimirri A. (2006) Binding mode prediction of strand transfer HIV-1 integrase inhibitors using Tn5 transposase as a plausible surrogate model for HIV-1 integrase. J Med Chem;49:3994-3997.
    • (2006) J Med Chem , vol.49 , pp. 3994-3997
    • Barreca, M.L.1    De Luca, L.2    Iraci, N.3    Chimirri, A.4
  • 26
    • 60549085612 scopus 로고    scopus 로고
    • Docking studies on a new human immunodeficiency virus integrase-Mg-DNA complex: phenyl ring exploration and synthesis of 1H-benzylindole derivatives through fluorine substitutions
    • Ferro S., De Luca L., Barreca M.L., Iraci N., De Grazia S., Christ F., Witvrouw M., Debyser Z., Chimirri A. (2009) Docking studies on a new human immunodeficiency virus integrase-Mg-DNA complex: phenyl ring exploration and synthesis of 1H-benzylindole derivatives through fluorine substitutions. J Med Chem;52:569-573.
    • (2009) J Med Chem , vol.52 , pp. 569-573
    • Ferro, S.1    De Luca, L.2    Barreca, M.L.3    Iraci, N.4    De Grazia, S.5    Christ, F.6    Witvrouw, M.7    Debyser, Z.8    Chimirri, A.9
  • 27
    • 34147128555 scopus 로고    scopus 로고
    • In-Silico docking of HIV-1 integrase inhibitors reveals a novel drug type acting on an enzyme/DNA reaction intermediate
    • Savarino A. (2007) In-Silico docking of HIV-1 integrase inhibitors reveals a novel drug type acting on an enzyme/DNA reaction intermediate. Retrovirology;4:21.
    • (2007) Retrovirology , vol.4 , pp. 21
    • Savarino, A.1
  • 28
    • 33750981540 scopus 로고    scopus 로고
    • Do structurally similar ligands bind in a similar fashion?
    • Bostrom J., Hogner A., Schmitt S. (2006) Do structurally similar ligands bind in a similar fashion? J Med Chem;49:6716-6725.
    • (2006) J Med Chem , vol.49 , pp. 6716-6725
    • Bostrom, J.1    Hogner, A.2    Schmitt, S.3
  • 29
    • 65249089058 scopus 로고    scopus 로고
    • How to optimize shape-based virtual screening: choosing the right query and including chemical information
    • Kirchmair J., Distinto S., Markt P., Schuster D., Spitzer G.M., Liedl K.R., Wolber G. (2009) How to optimize shape-based virtual screening: choosing the right query and including chemical information. J Chem Inf Model;49:678-692.
    • (2009) J Chem Inf Model , vol.49 , pp. 678-692
    • Kirchmair, J.1    Distinto, S.2    Markt, P.3    Schuster, D.4    Spitzer, G.M.5    Liedl, K.R.6    Wolber, G.7
  • 30
    • 33846212271 scopus 로고    scopus 로고
    • Comparison of shape-matching and docking as virtual screening tools
    • Hawkins P.C.D., Skillman A.G., Nicholls A. (2007) Comparison of shape-matching and docking as virtual screening tools. J Med Chem;50:74-82.
    • (2007) J Med Chem , vol.50 , pp. 74-82
    • Hawkins, P.C.D.1    Skillman, A.G.2    Nicholls, A.3
  • 31
    • 42149089443 scopus 로고    scopus 로고
    • Comparison of ligand-based and receptor-based virtual screening of HIV entry inhibitors for the CXCR4 and CCR5 receptors using 3D ligand shape matching and ligand-receptor docking
    • Perez-Nueno V.I., Ritchie D.W., Rabal O., Pascual R., Borrell J.I., Teixido J. (2008) Comparison of ligand-based and receptor-based virtual screening of HIV entry inhibitors for the CXCR4 and CCR5 receptors using 3D ligand shape matching and ligand-receptor docking. J Chem Inf Model;48:509-533.
    • (2008) J Chem Inf Model , vol.48 , pp. 509-533
    • Perez-Nueno, V.I.1    Ritchie, D.W.2    Rabal, O.3    Pascual, R.4    Borrell, J.I.5    Teixido, J.6
  • 32
    • 33750521975 scopus 로고    scopus 로고
    • Quantitative structure activity relationship studies of aryl heterocycle-based thrombin inhibitors
    • Deswal S., Roy N. (2006) Quantitative structure activity relationship studies of aryl heterocycle-based thrombin inhibitors. Eur J Med Chem;41:1339-1346.
    • (2006) Eur J Med Chem , vol.41 , pp. 1339-1346
    • Deswal, S.1    Roy, N.2
  • 33
    • 0028467707 scopus 로고
    • Application of genetic function approximation to quantitative structure-activity relationships and quantitative structure-property relationships
    • Rogers D., Hopfinger A.J. (1994) Application of genetic function approximation to quantitative structure-activity relationships and quantitative structure-property relationships. J Chem Inf Comp Sci;34:854-866.
    • (1994) J Chem Inf Comp Sci , vol.34 , pp. 854-866
    • Rogers, D.1    Hopfinger, A.J.2
  • 34
    • 0032015070 scopus 로고    scopus 로고
    • Mining the NCI anticancer drug discovery databases: genetic function approximation for the QSAR study of anticancer ellipticine analogues
    • Shi L.M., Fan Y., Myers T.G., O'Connor P.M., Paull K.D., Friend S.H., Weinstein J.N. (1998) Mining the NCI anticancer drug discovery databases: genetic function approximation for the QSAR study of anticancer ellipticine analogues. J Chem Inf Comp Sci;38:189-199.
    • (1998) J Chem Inf Comp Sci , vol.38 , pp. 189-199
    • Shi, L.M.1    Fan, Y.2    Myers, T.G.3    O'Connor, P.M.4    Paull, K.D.5    Friend, S.H.6    Weinstein, J.N.7
  • 35
    • 57949095949 scopus 로고    scopus 로고
    • Quantitative structure-activity relationship (QSAR) of aryl alkenyl amides/imines for bacterial efflux pump inhibitors
    • Nargotra A., Koul S., Sharma S., Khan I.A., Kumar A., Thota N., Koul J.L., Taneja S.C., Qazi G.N. (2009) Quantitative structure-activity relationship (QSAR) of aryl alkenyl amides/imines for bacterial efflux pump inhibitors. Eur J Med Chem;44:229-238.
    • (2009) Eur J Med Chem , vol.44 , pp. 229-238
    • Nargotra, A.1    Koul, S.2    Sharma, S.3    Khan, I.A.4    Kumar, A.5    Thota, N.6    Koul, J.L.7    Taneja, S.C.8    Qazi, G.N.9
  • 36
    • 34548425059 scopus 로고    scopus 로고
    • Topological modeling of antimycobacterial activity of 3-formyl rifamycin SV derivatives
    • Deeb O., Singh J., Varma R.G., Khadikard P.V. (2007) Topological modeling of antimycobacterial activity of 3-formyl rifamycin SV derivatives. Arkivoc;14:141-162.
    • (2007) Arkivoc , vol.14 , pp. 141-162
    • Deeb, O.1    Singh, J.2    Varma, R.G.3    Khadikard, P.V.4
  • 38
    • 10044263240 scopus 로고    scopus 로고
    • Similarity to molecules in the training set is a good discriminator for prediction accuracy in QSAR
    • Sheridan R.P., Feuston B.P., Maiorov V.N., Kearsley S.K. (2004) Similarity to molecules in the training set is a good discriminator for prediction accuracy in QSAR. J Chem Inf Comp Sci;44:1912-1928.
    • (2004) J Chem Inf Comp Sci , vol.44 , pp. 1912-1928
    • Sheridan, R.P.1    Feuston, B.P.2    Maiorov, V.N.3    Kearsley, S.K.4
  • 39
    • 37349097759 scopus 로고    scopus 로고
    • y-Randomization and its variants in QSPR/QSAR
    • Rucker C., Rucker G., Meringer M. (2007) y-Randomization and its variants in QSPR/QSAR. J Chem Inf Model;47:2345-2357.
    • (2007) J Chem Inf Model , vol.47 , pp. 2345-2357
    • Rucker, C.1    Rucker, G.2    Meringer, M.3
  • 40
    • 33847060108 scopus 로고    scopus 로고
    • The quality of QSAR models: problems and solutions
    • Kolossov E., Stanforth R. (2007) The quality of QSAR models: problems and solutions. SAR QSAR Environ Res;18:89-100.
    • (2007) SAR QSAR Environ Res , vol.18 , pp. 89-100
    • Kolossov, E.1    Stanforth, R.2
  • 41
    • 0043132440 scopus 로고    scopus 로고
    • Methods for reliability and uncertainty assessment and for applicability evaluations of classification- and regression-based QSARs
    • Eriksson L., Jaworska J., Worth A.P., Cronin M.T., McDowell R.M., Gramatica P. (2003) Methods for reliability and uncertainty assessment and for applicability evaluations of classification- and regression-based QSARs. Environ Health Perspect;111:1361-1375.
    • (2003) Environ Health Perspect , vol.111 , pp. 1361-1375
    • Eriksson, L.1    Jaworska, J.2    Worth, A.P.3    Cronin, M.T.4    McDowell, R.M.5    Gramatica, P.6
  • 42
    • 34547156051 scopus 로고    scopus 로고
    • A measure of domain of applicability for QSAR modelling based on intelligent K Means clustering
    • Stanforth R.W., Kolossov E., Mirkin B. (2007) A measure of domain of applicability for QSAR modelling based on intelligent K Means clustering. QSAR Comb Sci;26:837-844.
    • (2007) QSAR Comb Sci , vol.26 , pp. 837-844
    • Stanforth, R.W.1    Kolossov, E.2    Mirkin, B.3
  • 44
    • 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., 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
  • 45
    • 11644261806 scopus 로고    scopus 로고
    • Automated docking using a Lamarckian genetic algorithm and an empirical binding free energy function
    • Morris G.M., Goodsell D.S., Halliday R.S., Huey R., Hart W.E., Belew R.K., Olson A.J. (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.M.1    Goodsell, D.S.2    Halliday, R.S.3    Huey, R.4    Hart, W.E.5    Belew, R.K.6    Olson, A.J.7
  • 46
    • 84986432941 scopus 로고
    • Automated docking with grid-based energy evaluation
    • Meng E.C., Shoichet B.K., Kuntz I.D. (1992) Automated docking with grid-based energy evaluation. J Comput Chem;13:505-524.
    • (1992) J Comput Chem , vol.13 , pp. 505-524
    • Meng, E.C.1    Shoichet, B.K.2    Kuntz, I.D.3
  • 50
    • 80051591469 scopus 로고    scopus 로고
    • Comparative docking and CoMFA analysis of curcumine derivatives as HIV-1 integrase inhibitors
    • Gupta P., Garg P., Roy N. (2011) Comparative docking and CoMFA analysis of curcumine derivatives as HIV-1 integrase inhibitors. Mol Divers;15:733-750.
    • (2011) Mol Divers , vol.15 , pp. 733-750
    • Gupta, P.1    Garg, P.2    Roy, N.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.