Browse > Article
http://dx.doi.org/10.5012/bkcs.2013.34.3.837

Molecular Modeling of Small Molecules as BVDV RNA-Dependent RNA Polymerase Allosteric Inhibitors  

Chai, Han-Ha (Division of Animal Genomics and Bioinformatics, National Institute of Animal Science, Rural Development Administration)
Lim, Dajeong (Division of Animal Genomics and Bioinformatics, National Institute of Animal Science, Rural Development Administration)
Chai, Hee-Yeoul (Division of Biosafety Evaluation and Control, Korea National Institute of Health)
Jung, Eunkyoung (Insilicotech Co. Ltd.)
Publication Information
Abstract
Bovine viral diarrhea virus (BVDV), a major pathogen of cattle, is a well-characterized pestivirus which has been used as a good model virus for HCV. The RNA-dependent RNA polymerase (RdRp) plays a key role in the RNA replication process, thus it has been targeted for antivirus drugs. We employed two-dimensional quantitative structure-activity relationship (2D-QSAR) and molecular field analysis (MFA) to identify the molecular substructure requirements, and the particular characteristics resulted in increased inhibitory activity for the known series of compounds to act as effective BVDV inhibitors. The 2D-QSAR study provided the rationale concept for changes in the structure to have more potent analogs focused on the class of arylazoenamines, benzimidazoles, and acridine derivatives with an optimal subset of descriptors, which have significantly contributed to overall anti-BVDV activity. MFA represented the molecular patterns responsible for the actions of antiviral compound at their receptors. We conclude that the polarity and the polarizability of a molecule play a main role in the inhibitory activity of BVDV inhibitors in the QSAR modeling.
Keywords
BVDV NS5B polymerase; Allosteric inhibitor; QSAR; MFA;
Citations & Related Records
연도 인용수 순위
  • Reference
1 Mekenyan, O.; Bonchev, D.; Trinajstiae, N. Int. J. Quantum Chem. 1989, 18, 369.
2 Tonelli, M.; Vettoretti, G.; Tasso, B.; Novelli, F.; Boido, V.; Sparatore, F.; Busonera, B.; Ouhtit, A.; Farci, P.; Blois, S.; Giliberti, G.; La Colla, P. Antiviral Research 2011, 91, 133.   DOI   ScienceOn
3 Discovery studio version 3.0 [http://www.acceryls.com/products/discovery-studio]
4 Momany, F. A.; Rone, R. Journal of Computational Chemistry 1992, 13, 888.   DOI
5 Neria, E.; Fischer, S.; Karplus, M. Journal of Chemical Physics 1996, 105, 1902.   DOI   ScienceOn
6 Smellie, A.; Kahn, S. D.; Teig, S. L. Journal of Chemical Information Computer Sciences 1995, 35, 285.
7 Smellie, A.; Kahn, S. D.; Teig, S. L. Journal of Chemical Information Computer Sciences 1995, 35, 295.
8 Chen, K. X.; Xie, H. Y.; Li, Z. G.; Gao, J. R Bioorganic & Medicinal Chemistry Letters 2008, 18, 5381.   DOI   ScienceOn
9 Rogers, D.; Hopfinger, A. J. Journal of Chemical Information Computer Sciences 1994, 34, 854.
10 Fan, Y.; Shi, L. M.; Kohn, K. W.; Pommier, Y.; Weinstein, J. N. Journal of Medicinal Chemistry 2001, 44, 3254.   DOI   ScienceOn
11 Deb, K.; Pratab, A.; Agarwal, S.; Meyarivan, T. IEEE Transactions on Evolutionary Computation 2002, 6, 182.   DOI   ScienceOn
12 Bender, A.; Mussa, H. Y.; Glen, R. C.; Reilin, S. Journal of Chemical Information Computer Sciences 2004, 44, 1708.
13 Shi, L. M.; Fan, Y.; Myers, T. G.; O'conner, P. M.; Paull, K. D.; Friend, S. H.; Weinstein, J. N. Journal of Chemical Information Computer Sciences 1998, 38, 189.
14 Friedman, J. H. Anal. Stat. 1991, 19, 1.   DOI   ScienceOn
15 Hirashima, A.; Morimoto, M.; Kuwano, E.; Eto, M. Bioorganic & Medicinal Chemistry 2003, 11, 3753.   DOI   ScienceOn
16 Hirashima, A.; Eiraku, T.; Kuwano, E.; Eto, M. Internet Electronic Journal of Molecular Design 2003, 2, 511.
17 Equbal, T.; Silakari, O.; Ravikumar, M. European Journal of Medicinal Chemistry 2008, 43, 204.   DOI   ScienceOn
18 Wold, S., Eriksson, L. H., Eds.; VCH: Weinheim, Germany, 1995; p 312.
19 Debnath, A. K. In Combinatorial Library Design and Evaluation; Ghosh, A. K., Viswanadhan, V. N., Eds.; Marcel Dekker Inc.: New York, 2001; p 73.
20 Re, D. G.; Pullman, B.; Yonezawa, T. Biochemica et Biophysica Acta 1963, 75, 153.   DOI
21 Marsili, M.; Gasteiger, J. Croatica Chemica Acta 1980, 53, 601.
22 Bonchev, D. Chemometrics Series; Bawden, D. D., Ed.; 1983; 5, New York: Research Studies Press Ltd.
23 Stanton, D. T.; Jurs, P. C. Analytical Chemistry 1990, 62, 2323.   DOI
24 Stanton, D. T.; Egolf, L. M.; Jurs, P. C.; Martin, G. H. Journal of Chemical Information Computer Sciences 1992, 32, 306.
25 Subhash, C. B.; Gregory, D. G.; Gerald, J. N. From Chemical Topology to Three-Dimensional Geometry Topics in Applied Chemistry 2002, 73.
26 Paeshuyse, J.; Leyssen, P.; Mabery, E.; Boddeker, N.; Vrancken, R.; Froeyen, M.; Ansari, I. H.; Dutartre, H.; Rozenski, J.; Gil, L. H. V. G.; Letellier, C.; Lanford, R.; Canard, B.; Koenen, F.; Kerkhofs, P.; Donis, R. O.; Herdewijn, P.; Watson, J.; De Clercq, E.; Puerstinger, G.; Neyts, J. Journal of Virology 2006, 80, 149.   DOI   ScienceOn
27 Tonelli, M.; Simone, M.; Tasso, B.; Novelli, F.; Boido, V.; Sparatore, F.; Palietti, G.; Pricl, S.; Giliberti, G.; Blois, S.; Ibba, C.; Sanna, G.; Loddo, R.; La Colla, P. Bioorganic & Medicinal Chemistry 2010, 18, 2937.   DOI   ScienceOn
28 Paeshuyse, J.; Chezal, J. M.; Froeyen, M.; Leyssen, P.; Dutartre, H.; Vrancken, R.; Canard, B.; Letellier, C.; Li, T.; Mittendorfer, H.; Koenen, F.; Kerkhofs, P.; De Clercq, E.; Herdewijn, P.; Puerstinger, G.; Gueiffier, A.; Chavignon, O.; Teulade, J. C.; Neyts, J. Journal of Virology 2007, 81, 11046.   DOI   ScienceOn
29 Paeshuyse, J.; Letellier, C.; Froeyen, M.; Dutartre, H.; Vrancken, R.; Canard, B.; De Clercq, E.; Gueiffier, A.; Teulade, J. C.; Herdewijn, P.; Puerstinger, G.; Koenen, F.; Kerkhofs, P.; Baraldi, P. G.; Neyts, J. Antiviral Research 2009, 82, 141.   DOI   ScienceOn
30 Tonelli, M.; Boido, V.; La Colla, P.; Loddo, R.; Posocco, P.; Paneni, M. S.; Fermeglia, M.; Pricl, S. Bioorganic & Medicinal Chemistry 2010, 18, 2304.   DOI   ScienceOn
31 Tonelli, M.; Boido, V.; Canu, C.; Sparatore, A.; Sparatore, F.; Paneni, M. S.; Fermeglia, M.; Pricl, S.; La Colla, P.; Casula, L.; Ibba, C.; Collu, D.; Loddo, R. Bioorganic & Medicinal Chemistry 2010, 18, 8447.
32 Giliberti, G.; Ibba, C.; Marongiu, E.; Loddo, R.; Tonelli, M.; Boido, V.; Laurini, E.; Posocco, P.; Fermeglia, M.; Pricl, S. Bioorganic & Medicinal Chemistry 2010, 18, 6055.   DOI   ScienceOn
33 Giampieri, M.; Balbi, A.; Mazzei, M.; La Colla, P.; Ibba, C.; Loddo, R. Antiviral Research 2009, 83, 179.   DOI   ScienceOn
34 Sako, K.; Aoyama, H.; Sato, S.; Hashimoto, Y.; Baba, M. Bioorganic & Medicinal Chemistry 2008, 16, 3780.   DOI   ScienceOn
35 Castro, E. F.; Fabian, L. E.; Caputto, M. E.; Gagey, D.; Finkielsztein, L. M.; Moltrasio, G. Y.; Moglioni, A. G.; Campos, R. H.; Cavallaro, L. V. Journal of Virology 2011, 85, 5436.   DOI   ScienceOn
36 Salim, M. T. A.; Okamoto, M.; Hosoda, S.; Aoyama, H.; Hashimoto, Y.; Bada, M. Antiviral Chemistry & Chemotherapy 2010, 20, 193.   DOI   ScienceOn
37 Hosoda, S.; Aoyama, H.; Goto, Y.; Salim, M. T. A.; Okamoto, M.; Bada, M.; Hashimoto, Y. Bioorganic & Medicinal Chemistry Letters 2009, 19, 3157.   DOI   ScienceOn
38 Ehrlich, P. Dtsch. Chem. Ges. 1909, 42, 17.   DOI
39 Givens, M. D.; Dykstra, C. C.; Brock, K. V.; Stringfellow, D. A.; Kumar, A.; Stephens, C. E.; Goker, H.; Boykin, D. W. Antimicrobial Agents and Chemotherapy 2003, 47, 2223.   DOI
40 Givens, M. D.; Galik, P. K.; Riddell, K. P.; Dykstra, C. C.; Brock, K. V.; Stringfellow, D. A. Theriogenology 2005, 63, 1984.   DOI   ScienceOn
41 Gong, Y.; Trowbridge, R.; Macnaughton, T. B.; Westaway, E. G.; Shannon, A. D.; Gowans, E. J. Journal of General Virology 1996, 77, 2729.   DOI   ScienceOn
42 Li, Y.; Mcnally, J. Vrius Genes 2001, 23, 149.   DOI   ScienceOn
43 Peterhans, E.; Bachofen, C.; Stalder, H.; Schweizer, M. Veterinary Research 2010, 41, 44.   DOI   ScienceOn
44 Houe, H. Biologicals 2003, 31, 137.   DOI   ScienceOn
45 Baier, A. Current Enzyme Inhibition 2009, 5, 209.   DOI
46 Lindenbach, B. D.; Thiel, H. J.; Rice, C. M. Fields Virology 2007, 1, 1101.
47 Wegelt, A.; Reimann, I.; Granzow, H.; Beer, M. Journal of General Virology 2011, 92, 1352.   DOI   ScienceOn
48 Lindenbach, B. D.; Rice, C. M. In Fields Virology, 4th ed.; Knipe, D. M., Howley, P. M., Eds.; Philadelphia: Lippincott Williams and Wilkins: 2001; p 991.
49 Puerstinger, G.; Paeshuyse, J.; De Clercq, E.; Neyts, J. Bioorganic & Medicinal Chemistry Letters 2007, 17, 390.   DOI   ScienceOn
50 Puerstinger, G.; Paeshuyse, J.; Heinrich, S.; Mohr, J.; Schraffl, N.; Clercq, E.; Neyts, J. Bioorganic & Medicinal Chemistry Letters 2007, 17, 5111.   DOI   ScienceOn