Browse > Article
http://dx.doi.org/10.5012/bkcs.2014.35.7.2097

A Combined Pharmacophore-Based Virtual Screening, Docking Study and Molecular Dynamics (MD) Simulation Approach to Identify Inhibitors with Novel Scaffolds for Myeloid cell leukemia (Mcl-1)  

Bao, Guang-Kai (College of Chemical Engineering, Sichuan University)
Zhou, Lu (College of Chemical Engineering, Sichuan University)
Wang, Tai-Jin (College of Chemical Engineering, Sichuan University)
He, Lu-Fen (College of Chemical Engineering, Sichuan University)
Liu, Tao (College of Chemical Engineering, Sichuan University)
Publication Information
Abstract
Chemical feature based quantitative pharmacophore models were generated using the HypoGen module implemented in DS2.5. The best hypothesis, Hypo1, which was characterized by the highest correlation coefficient (0.96), the highest cost difference (61.60) and the lowest RMSD (0.74), consisted of one hydrogen bond acceptor, one hydrogen bond donor, one hydrophobic and one ring aromatic. The reliability of Hypo1 was validated on the basis of cost analysis, test set, Fischer's randomization method and GH test method. The validated Hypo1 was used as a 3D search query to identify novel inhibitors. The screened molecules were further refined by employing ADMET, docking studies and visual inspection. Three compounds with novel scaffolds were selected as the most promising candidates for the designing of Mcl-1 antagonists. Finally, a 10 ns molecular dynamics simulation was carried out on the complex of receptor and the retrieved ligand to demonstrate that the binding mode was stable during the MD simulation.
Keywords
Mcl-1 inhibitors; Pharmacophore model; Molecular docking; Molecular dynamics simulation;
Citations & Related Records
연도 인용수 순위
  • Reference
1 Sprague, P. W. Perspect. Drug. Discovery 1995, 3, 1-20.   DOI
2 Vega, J. H. C.; Rassidakis, G. Z.; Admirand, G. H.; Oyarzo, M.; Ramalingam, P.; Paraguya, A.; McDonnell, T. J.; Amin, H. M.; Medeiros, L. J. Hum. Pathol. 2004, 35, 1095-1100.   DOI
3 Warr, M. R.; Shore, G. C. Curr. Mol. Med. 2008, 8, 138-147.   DOI   ScienceOn
4 Kitada, S.; Andersen, J.; Akar, S.; Zapata, J. M.; Takayama, S.; Krajewski, S.; Wang, H. G.; Zhang, X.; Bullrich, F.; Croce, C. M.; Rai, K.; Hines, J.; Reed, J. C. Blood. 1998, 91, 3379-3389.
5 Khoury, J. D.; Medeiros, L. J.; Rassidakis, G. Z.; McDonnell, T. J.; Abruzzo, L V.; Lai, R. J. Pathol. 2003, 199, 90-97.   DOI
6 Aichberger, K. J.; Mayerhofer, M.; Krauth, M. T.; Skvara, H.; Florian, S.; Sonneck, K.; Akgul, C.; Derdak, S.; Pickl, W. F.; Wacheck, V.; Selzer, E.; Monia, B. P.; Moriggl, R.; Valent, P.; Sillaber, C. Blood. 2005, 105, 3303-3311.   DOI
7 Rechsteiner, M.; Rogers, S. W. Trends. Biochem. Sci. 1996, 21, 267-271.   DOI
8 Domina, A. M.; Vrana, J. A.; Gregory, M. A.; Hann, S. R.; Craig, R. W. Oncogene. 2004, 23, 5301.   DOI
9 Kozopas, K. M.; Yang, T.; Buchan, H. L.; Zhou. P.; Craig, R. W. Proc. Natl. Acad. Sci. USA. 1993, 90, 3516-3520.   DOI   ScienceOn
10 Kim, J. H.; Sim, S. H.; Ha, H. J.; Ko, J. J.; Lee, K.; Bae, J. FEBS. Lett. 2009, 583, 2758-2764.   DOI
11 Bae, J.; Leo, C. P.; Hsu, S. Y.; Hsueh, A. J. W. J. Biol. Chem. 2000, 275, 25255-25261.   DOI
12 Jones, G.; Willett, P.; Glen, R. C.; Leach, A. R.; Taylor, R. J. Mol. Biol. 1997, 267, 727-748.   DOI   ScienceOn
13 Sakkiah, S.; Thangapandian, S.; John, S.; Kwon, Y. J.; Lee, K. W. Eur. J. Med. Chem. 2010, 45, 2132-2140.   DOI   ScienceOn
14 Lipinski, C. A.; Lombarde, F.; Dominy, B. W.; Feeney, P. J. Adv. Drug. Deliv. Rev. 2001, 46, 3-26.   DOI   ScienceOn
15 Cheng, F.; Wang, Q.; Chen, M.; Quicho, F. A.; Ma, J. Proteins 2008, 70, 1228-1234.
16 Lindahl, E.; Hess, B,; Spoel, V. D. J. Mol. Mod. 2001, 7, 306-317.
17 Aalten, D. M. F.; Bywater, R.; Findlay, J. B. C.; Hendlish, M.; Hooft, R. W. W.; Vriend, G. J. Comput. Aided. Mol. Des. 1996, 10, 255-262.   DOI
18 Wang, J. M.; Chao, J. R.; Chen, W.; Kuo, M. L. Mol. Cell. Biol. 1999, 19, 6195-6206.
19 Darden, T.; York, D.; Pedersen, L. J. Chem. Phys. 1993, 98, 10089-10092.   DOI   ScienceOn
20 Zhang, Z. C.; Yang, H.; Wu, G.; Li, Z. Q.; Song, T.; Li, X. Q. Eur. J. Med. Chem. 2011, 46, 3909-3916.   DOI
21 Liu, X. H.; Yu, E. Z.; Li, Y. Y.; Kagan, E. J. Cell. Biochem. 2006, 97, 755-765.   DOI   ScienceOn
22 Moulding, D. A.; Giles, R. V.; Spillers, D. G.; White, M. R. H.; Tidd, D. M.; Edwards, S. W. Blood. 2000, 96, 1756-1763.
23 Friberg, A.; Vigil, D.; Zhao, B.; Daniels, R. N.; Jason, J. P.; Burke, P.; Barrantes, P. M. G.; Camper, D.; Chauder, B. A.; Lee, T.; Olejniczak, E. T.; Fesik, S. W. J. Med. Chem. 2013, 56, 15-30.   DOI
24 Tang, G. Z.; Ding, K.; Coleska, Z. N.; Yang, C. Y.; Qiu, S.; Shangary, S.; Wang, S. M. J. Med. Chem. 2007, 50, 3163-3166.   DOI
25 Zhang, Z. C.; Wu, G.; Xie, F.; Song, T.; Chang, X. J. Med. Chem. 2011, 54, 1101-1105.   DOI
26 Bernardo, P. H.; Sivaraman, T.; Wan, K. F.; Xu, J.; Krishnamoorthy, J.; Song, C. M.; Tian, L.; Chin, J. S. F.; Chai, C. L. L. J. Med. Chem. 2010, 53, 2314-2318.   DOI
27 Smellie, A.; Teig, S. L.; Towbin, P. J. Comput. Chem. 1995, 16, 171-187.   DOI   ScienceOn
28 Kansal, N.; Silakari, O.; Ravikumar, M. Eur. J. Med. Chem. 2010, 45, 393-404.   DOI
29 Kurogi, Y.; Guner, O. F. Curr. Med. Chem. 2001, 8, 1035-1055.   DOI   ScienceOn
30 Minn, A. J.; Swain, R. E.; Ma, A.; Thompson, C. B. Adv. Immunol. 1998, 70, 245-279.   DOI
31 Reed, J. C. Adv. Pharmacol. 1997, 41, 501-532.   DOI
32 Chao, D. T.; Korsmeyer, S. J. Annul. Rev. Immunol. 1998, 16, 395-419.   DOI   ScienceOn
33 Kelly, P. N.; Strasser, A. Cell. Death. Differ. 2011, 18, 1414.   DOI   ScienceOn
34 Korsmeyer, S. J. Cancer. Res. 1999, 59, 1693s-1700s.
35 Youle, R. J.; Strasser, A. Nat. Rev. Mol. Cell. Biol. 2008, 9, 47.   DOI   ScienceOn
36 Johnstone, R. W.; Ruefli, A. A.; Lowe, S. W. Cell. 2002, 108, 153-164.   DOI   ScienceOn
37 Zhang, Z. C.; Liu, C. W.; Li, X. Q.; Song, T.; Wu, Z. Y.; Liang, X. M.; Zhao, Y.; Shen, X. Y.; Chen, H. B. Eur. J. Med. Chem. 2013, 60, 410-420.   DOI
38 Hess, B.; Bekker, H.; Berendsen, H. J. C. J. Comput. Chem. 1997, 18, 1463-1472.   DOI   ScienceOn
39 Smellie, A.; Kahn, S. D.; Teig, S. L. J. Chem. Inf. Comput. Sci. 1995, 35, 285-304.   DOI   ScienceOn
40 Clement, O. O.; Freeman, C. M.; Hartmann, R. W.; Handratta, V. D.; Vasaitis, T. S.; Brodie, A. M. J. Med. Chem. 2003, 46, 2345-2351.   DOI   ScienceOn
41 Toumi, S. W.; Robillard, N.; Gomez, P.; Moreau, P.; Gouill, S. L.; Loiseau, H. A.; Harousseau, J. L.; Amiot, M.; Bataille, R. Leukemia. 2005, 19, 1248-1252.   DOI   ScienceOn
42 Derenne, S.; Monia, B.; Dean, N. M.; Taylor, J. K.; Rapp, M. J.; Harousseau, J. L.; Bataille, R.; Amiot, M. Blood. 2002, 100, 194-199.   DOI   ScienceOn
43 Adams, J. M.; Cory, S. Science 1998, 281, 1322-1326.   DOI   ScienceOn