492
S.R. Ribone et al. / European Journal of Medicinal Chemistry 58 (2012) 485e492
[10] A. Mai, M. Artico, G. Sbardella, S. Massa, E. Novellino, G. Greco, A.G. Loi,
E. Tramontano, M.E. Marongiu, P. La Colla, J. Med. Chem. 42 (1999) 619.
[11] Y.-P. Wang, F.-E. Chen, J. Balzarini, E. De Clercq, C. Pannecouque, Chem. Bio-
divers. 5 (2008) 168.
The wtRT-NNRTI complexes were solvated using
a pre-
equilibrated TIP3P water model, applying a solvent box with
ꢀ
a minimum distance from the solute of 8 A in each direction. After
[12] D.W. Ludovici, R.W. Kavash, M.J. Kukla, C.Y. Ho, H. Ye, B.L. De Corte, K. Andries,
M.P. De Béthune, H. Azijn, R. Pauwels, H.E.L. Moereels, J. Heeres,
L.M.H. Koymans, M.R. De Jonge, K.J.A. Van Aken, F.F.D. Daeyaert, P.J. Lewi, K. Das,
E. Arnold, P.A.J. Janssen, Evolution of anti-HIV drug candidates. Part 2: diary-
ltriazine (DATA) analogues, Bioorg. Med. Chem. Lett. 11 (2001) 2229e2234.
[13] Y.-Z. Xiong, F.-E. Chen, J. Balzarini, E. De Clercq, C. Pannecouque, Eur. J. Med.
Chem. 43 (2008) 1230.
[14] D.W. Ludovici, B.L. De Corte, M.J. Kukla, H. Ye, C.Y. Ho, M.A. Lichtenstein,
R.W. Kavash, K. Andries, M.P. De Béthune, H. Azijn, R. Pauwels, P.J. Lewi,
J. Heeres, L.M.H. Koymans, M.R. De Jonge, K.J.A. Van Aken, F.F.D. Daeyaert, K. Das,
E. Arnold, P.A.J. Janssen, Evolution of anti-HIV drug candidates. Part 3: diary-
lpyrimidine (DAPY) analogues, Bioorg. Med. Chem. Lett. 11 (2001) 2235e2239.
[15] Y.-H. Liang, Q.-Q. He, Z.-S. Zeng, Z.-Q. Liu, X.-Q. Feng, F.-E. Chen, J. Balzarini,
C. Pannecouque, E. De Clercq, Bioorg. Med. Chem. 18 (2010) 4601.
[16] X.-Q. Feng, Z.-S. Zeng, Y.-H. Liang, F.-E. Chen, C. Pannecouque, J. Balzarini, E. De
Clercq, Bioorg. Med. Chem. 18 (2010) 2370.
[17] S.R. Ribone, M.A. Quevedo, M. Madrid, M.C. Briñón, Rational approaches for
the design of effective human immunodeficiency virus type I nonnucleoside
reverse transcriptase inhibitors, J. Chem. Inf. Model. 51 (2011) 130.
[18] S.L. Buchwald, L. Jiang, Palladium-catalyzed aromatic carbonenitrogen bond
formation, in: A. de Meijere, F. Diederich (Eds.), Metal-Catalyzed Cross-
Coupling Reactions, Wiley-VCH, 2004, pp. 699e760.
[19] C. Pannecouque, D. Daelemans, E. De Clercq, Tetrazolium-based colorimetric
assay for the detection of HIV replication inhibitors: revisited 20 years later,
Nat. Protoc. 3 (2008) 427e434.
minimization and equilibration, MDs were carried out at 300 K for
3 ns, using the pmemd module of Amber10 [22]. Hydrogen bonds
and dihedral angles analyses were studied with the ptraj module of
Amber10 [22]. The trajectories were processed using VMD software
[29]. The electrostatic energy component analysis was estimated by
the Molecular Mechanics-Poisson Boltzmann Surface Area (MM-
PBSA) method [30], integrated in Amber10 [22]:
G ¼ EMM þ Gsolv ꢃ T
D
S
(1)
where, G is the Gibbs free energy, T is the absolute temperature,
D
S
is the entropic changes, EMM is the total molecular mechanic
energy, which includes internal (bond, angle, dihedral), van der
Waals and electrostatic terms; Gsolv ¼ Gpol þ Gnp; Gpol is the
electrostatic component of the solvation free energy, which was
computed by the Poisson-Boltzmann approximation [31]; and Gnp
is the non-polar contribution to the solvation free energy, calcu-
lated by an empirical model. The solvent was treated as
a continuum model of high-dielectric (ε ¼ 80) and the solute as
a low-dielectric media (ε ¼ 1) with embedded charges [32].
[20] R. Pauwels, J. Balzarini, M. Baba, R. Snoeck, D. Schols, P. Herdewijn,
J. Desmyter, E. De Clercq, Rapid and automated tetrazolium-based colori-
metric assay for the detection of anti-HIV compounds, J. Virol. Methods 20
(1988) 309e321.
Acknowledgments
[21] G.M. Morris, D.S. Goodsell, R. Huey, W.E. Hart, S. Halliday, R. Belew, A.J. Olson,
Autodock3.0, in: Molecular Graphics Laboratory, Department of Molecular
Biology, The Scripps Research Institute, 1999.
[22] D.A. Case, T.A. Darden, T.E. Cheatham, C.L. Simmerling, J. Wang, R.E. Duke,
R. Luo, M. Crowley, W. Walker, K.M. Zhang, K.M. Merz, B. Wang, S. Hayik,
A. Roitberg, G. Seabra, I. Kolossvary, K.F. Wong, F. Paesani, J. Vanicek, X. Wu,
S.R. Brozell, T. Steinbrecher, H. Gohlke, L. Yang, C. Tan, J. Mongan, V. Hornak,
G. Cui, D.H. Matthews, M.G. Seetin, C. Sagui, V. Babin, P.A. Kollman, AMBER10,
University of California, San Francisco, 2008.
The authors gratefully acknowledge financial support from the
Secretaria de Ciencia y Técnica of the Universidad Nacional de
Córdoba (SECYT-UNC) and the Ministerio de Ciencia y Tecnología
(MINCYT) of Córdoba, as well as the Consejo Nacional de Inves-
tigaciones Científicas y Técnicas (CONICET), the Agencia Nacional
de Promoción Científica y Tecnológica (FONCyT) of Argentina and
grant GOA 10/14 from KU Leuven. This research was supported in
part by the National Science Foundation through XSEDE resources
provided by the Pittsburgh Supercomputing Center (TG-
MCB070064). Sergio R. Ribone also acknowledges fellowships from
CONICET and Erasmus Mundus External Cooperation Windows
(EADIC Lot 16).
[23] A.R. Allouche, Gabedit e a graphical user interface for computational chem-
istry softwares, J. Comput. Chem. 32 (2011) 174e182.
[24] M.J. Frisch, G.W. Trucks, H.B. Schlegel, G.E. Scuseria, M.A. Robb,
J.R. Cheeseman, J. Montgomery, J.A.,T. Vreven, K.N. Kudin, J.C. Burant,
J.M. Millam, S.S. Iyengar, J. Tomasi, V. Barone, B. Mennucci, M. Cossi,
G. Scalmani, N. Rega, G.A. Petersson, H. Nakatsuji, M. Hada, M. Ehara,
K. Toyota, R. Fukuda, J. Hasegawa, M. Ishida, T. Nakajima, Y. Honda, O. Kitao,
H. Nakai, M. Klene, X. Li, J.E. Knox, H.P. Hratchian, J.B. Cross, V. Bakken,
C. Adamo, J. Jaramillo, R. Gomperts, R.E. Stratmann, O. Yazyev, A.J. Austin,
R. Cammi, C. Pomelli, J.W. Ochterski, P.Y. Ayala, K. Morokuma, G.A. Voth,
P. Salvador, J.J. Dannenberg, V.G. Zakrzewski, S. Dapprich, A.D. Daniels,
M.C. Strain, O. Farkas, D.K. Malick, A.D. Rabuck, K. Raghavachari, J.B. Foresman,
J.V. Ortiz, Q. Cui, A.G. Baboul, S. Clifford, J. Cioslowski, B.B. Stefanov, G. Liu,
A. Liashenko, P. Piskorz, I. Komaromi, R.L. Martin, D.J. Fox, T. Keith, M.A. Al-
Laham, C.Y. Peng, A. Nanayakkara, M. Challacombe, P.M.W. Gill, B. Johnson,
W. Chen, M.W. Wong, C. Gonzalez, J.A. Pople, Gaussian03, Gaussian Inc.,
Wallingford CT, 2004.
Appendix A. Supplementary data
Supplementary data related to this article can be found at
References
[25] M.J.S. Dewar, E.G. Zoebisch, E.F. Healy, J.J.P. Stewart, AM1: a new general
purpose quantum mechanical molecular model, J. Am. Chem. Soc. 107 (1985)
3902e3909.
[1] F.J. Palella Jr., R.K. Baker, A.C. Moorman, J.S. Chmiel, K.C. Wood, J.T. Brooks,
S.D. Holmberg, Mortality in the highly active antiretroviral therapy era:
changing causes of death and disease in the HIV outpatient study, J. Acquir.
Immune Defic. Syndr. 43 (2006) 27.
[2] Y. Mehellou, E. De Clercq, Twenty-six years of anti-HIV drug discovery: where
do we stand and where do we go? J. Med. Chem. 53 (2010) 521.
[3] X. Chen, P. Zhan, D. Li, E. De Clercq, X. Liu, Recent advances in DAPYs and
related analogues as HIV-1 NNRTIs, Curr. Med. Chem. 18 (2011) 359.
[4] M.P. de Béthune, Non-nucleoside reverse transcriptase inhibitors (NNRTIs),
their discovery, development, and use in the treatment of HIV-1 infection:
a review of the last 20 years (1989e2009), Antiviral. Res. 85 (2010) 75.
[5] P. Zhan, X. Liu, Expert Opin. Ther. Pat. 21 (2011) 717.
[6] E. De Clercq, Non-nucleoside reverse transcriptase inhibitors (NNRTIs), Expert
Opin. Investig. Drugs 3 (1994) 253.
[7] J. Ding, K. Das, C. Tantillo, W. Zhang, A.D. Clark Jr., S. Jessen, X. Lu, Y. Hsiou,
A. Jacobo-Molina, K. Andries, R. Pauwels, H. Moereels, L. Koymans, P.A.J. Janssen,
R.H. Smith Jr., M. Kroeger Koepke, C.J. Michejda, S.H. Hughes, E. Arnold, Structure
[26] K. Das, A.D. Clark Jr., P.J. Lewi, J. Heeres, M.R. De Jonge, L.M.H. Koymans,
H.M. Vinkers, F. Daeyaert, D.W. Ludovici, M.J. Kukla, B. De Corte, R.W. Kavash,
C.Y. Ho, H. Ye, M.A. Lichtenstein, K. Andries, R. Pauwels, M.P. De Béthune,
P.L. Boyer, P. Clark, S.H. Hughes, P.A.J. Janssen, E. Arnold, Roles of conforma-
tional and positional adaptability in structure-based design of TMC125-
R165335 (Etravirine) and related non-nucleoside reverse transcriptase
inhibitors that are highly potent and effective against wild-type and drug-
resistant HIV-1 variants, J. Med. Chem. 47 (2004) 2550e2560.
[27] G.M. Morris, D.S. Goodsell, S. Halliday, R. Huey, W.E. Hart, R. Belew, A.J. Olson,
Automated docking using a Lamarckian genetic algorithm and an empirical
binding free energy function, J. Comput. Chem. 19 (1998) 1639e1662.
[28] A.C. Wallace, R.A. Laskowski, J.M. Thornton, LIGPLOT: a program to generate
schematic diagrams of protein-ligand interactions, Protein Eng. 8 (1995) 127.
[29] W. Humphrey, A. Dalke, K. Schulten, VMD: visual molecular dynamics, J. Mol.
Graphics 14 (1996) 33e38.
[30] B. Kuhn, P. Gerber, T. Schulz-Gasch, M. Stahl, Validation and use of the MM-
PBSA approach for drug discovery, J. Med. Chem. 48 (2005) 4040e4048.
[31] K.A. Sharp, B. Honing, Electrostatic interactions in macromolecules: theory
and applications, Annu. Rev. Biophys. Biophys. Chem. 19 (1990) 301e332.
[32] W.D. Cornell, P. Cieplak, C.I. Bayly, I.R. Could, K.M. Merz, D.M. Ferguson,
D.C. Spellmeyer, T. Fox, J.W. Caldwell, P.A. Kollman, A second generation force
field for the simulation of proteins, nucleic acids, and organic molecules, J. Am.
Chem. Soc. 117 (1995) 5179e5197.
of HIV-1 reverse transcriptase in a complex with the non-nucleoside inhibitor
APA R 95845 at 2.8 Å resolution, Structure 3 (1995) 365.
a-
[8] P.G. Wyatt, R.C. Bethell, N. Cammack, D. Charon, N. Dodic, B. Dumaitre,
D.N. Evans, D.V.S. Green, P.L. Hopewell, D.C. Humber, J. Med. Chem. 38 (1995).
[9] J.H. Chan, G.A. Freeman, J.H. Tidwell, K.R. Romines, L.T. Schaller, J.R. Cowan,
S.S. Gonzales, C.W. Lowell, C. Andrews III, D.J. Reynolds, M. St. Clair, R.J. Hazen,
R.G. Ferris, K.L. Creech, G.B. Roberts, S.A. Short, K. Weaver, G.W. Koszalka,
L.R. Boone, J. Med. Chem. 47 (2004) 1175.