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Computer-assisted search and optimization of new human immunodeficiency virus integrase inhibitors

  • Proteomics and Bioinformatics
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Biochemistry (Moscow) Supplement Series B: Biomedical Chemistry Aims and scope Submit manuscript

Abstract

Finding and optimization of new HIV-1 integrase inhibitors is an important task due to the drawbacks of the existing HIV/AIDS therapy caused by the significant adverse effects, high cost of the treatment, and emerging resistance. In this study we have demonstrated potential of computer-assisted methods for finding and optimization of new HIV-1 integrase inhibitors blocking the 3′-processing reaction. Applicability of the specialized version of the computer program PASS for searching original inhibitors of 3′-processing reaction among commercially available samples of chemical compounds, belonging to a new chemical class, is shown. We compared the general pharmacological profiles calculated by PASS for the sets of original integrase inhibitors found in the study with those for known inhibitors published in literature. It was shown that the predicted average selectivity is close for the compounds from both sets, while the probability of predicted adverse/toxic effects is lower for the original compounds. Differences between the pharmacological profiles of original compounds and inhibitors of 3′-processing known in the literature pointed out to the essential novelty of our substances of the investigated chemical class. Significantly less deviations from the recommended values for QikProp parameters, which characterized the ADME properties, have been observed for the original compounds than for the integrase inhibitors published in literature. Thus, one can conclude that the original compounds look more prospective comparing to the earlier known inhibitors of 3′-processing.

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References

  1. Siegal, F.P., Lopez, C., Hammer, G.S., Brown, A.E., Kornfeld, S.J., Gold, J., Hassett, J., Hirschman, S.Z., Cunningham-Rundles, C., and Adelsberg, B.R., New Engl. J. Med., 1981, vol. 305, pp. 1439–1444.

    Article  CAS  Google Scholar 

  2. Barré-Sinoussi, F., Chermann, J.C., Rey, F., Nugeyre, M.T., Chamaret, S. Gruest, J. Dauguet, C., Axler-Blin, C., Vézinet-Brun, F., Rouzioux, C., Rozenbaum, W., Montagnier, L., Science, 1983, vol. 220, pp. 868–871.

    Article  Google Scholar 

  3. Vella, S. and Palmisano, L., Antiviral Res., 2000, vol. 45, pp. 1–7.

    Article  CAS  Google Scholar 

  4. Jaffe, H., Science, 2004, vol. 305, pp. 1243–1244.

    Article  CAS  Google Scholar 

  5. http://www.unaids.org

  6. Sabin, C.A., Smith, C.J., Youle, M., Lampe, F.C., Bell, D.R., Puradiredja, D., Lipman, M.C., Bhagani, S., Phillips, A.N., and Johnson, M.A., AIDS, 2006, vol. 20, pp. 67–71.

    Article  Google Scholar 

  7. Pommier, Y., Johnson, A.A., and Marchand, C., Nature Rev. Drug Discov., 2005, vol. 4, pp. 236–248.

    Article  CAS  Google Scholar 

  8. Boros, E.E., Edwards, C.E., Foster, S.A., Fuji, M., Fujiwara, T., Garvey, E.P., Golden, P.L., Hazen, R.J., Jeffrey, J.L., Johns, B.A., Kawasuji, T., Kiyama, R., Koble, C.S., Kurose, N., Miller, W.H., Mote, A.L., Murai, H., Sato, A., Thompson, J.B., Woodward, M.C., and Yoshinaga, T., J. Med. Chem., 2009, vol. 52, pp. 2754–2761.

    Article  CAS  Google Scholar 

  9. Zhao, X.Z., Maddali, K., Vu, B.C., Marchand, C., Hughes, S.H., Pommier, Y., and Burke, T.R. Jr., Bioorg. Med. Chem. Lett., 2009, vol. 19, pp. 2714–2717.

    Article  CAS  Google Scholar 

  10. Hazuda, D.J., Felock, P., Witmer, M., Wolfe, A., Stillmock, K., Grobler, J.A., Espeseth, A., Gabryelski, L., Schleif, W., Blau, C., and Miller, M.D., Science, 2000, vol. 287, pp. 646–650.

    Article  CAS  Google Scholar 

  11. Garrido, C., de Mendoza, C., and Soriano, V., Enferm. Infecc. Microbiol. Clin., 2008, vol. 12, pp. 40–46.

    Article  Google Scholar 

  12. Xu, H., and Lv, M., Curr. Pharm. Des., 2009, vol. 15, pp. 2120–2148.

    Article  CAS  Google Scholar 

  13. Chen, X., Tsiang, M., Yu, F., Hung, M., Jones, G.S., Zeynalzadegan, A., Qi, X., Jin, H., Kim, C.U., Swaminathan, S., and Chen, J.M., J. Mol. Biol., 2008, vol. 380, pp. 504–519.

    Article  CAS  Google Scholar 

  14. da Silva, C.H., da Silva, V.B., and Taft, C.A., Drug Metab. Lett., 2008, vol. 2, pp. 256–260.

    Article  Google Scholar 

  15. Poroikov, V.V., Filimonov, D.A., Gloriozova, T.A., Lagunin, A.A., Druzhilovsky, D.S., Zakharov, A.V., Stepanchikova, A.V., and Rudik, A.V., Abstracts of the Internataitonal Experts Meeting Drug Design and Development. ISTC Targeted Initiative, Moscow, 2007, pp. 31–32.

  16. Karki, R.G., Tang, Y, Burke, T.R. Jr., and Nicklaus, M.C., J. Comput.-Aided Mol. Des., 2004, vol. 18, pp. 739–760.

    Article  CAS  Google Scholar 

  17. Cherepanov, P., Ambrosio, A.L., Rahman, S., Ellenberger, T., and Engelman, A., Proc. Natl. Acad. Sci. USA, 2005, vol. 102, pp. 17308–17313.

    Article  CAS  Google Scholar 

  18. Wielens, J., Crosby, I.T., and Chalmers, D.K., J. Comput. Aided Mol. Des., 2005, vol. 19, pp. 301–317.

    Article  CAS  Google Scholar 

  19. Barreca, M.L., Ortuso, F., Iraci, N., De Luca, L., Alcaro, S., and Chimirri, A., Biochem. Biophys. Res. Commun., 2007, vol. 363, 554–560.

    Article  CAS  Google Scholar 

  20. Liao, C., Karki, R.G., Marchand, C., Pommier, Y., and Nicklaus, M.C., Bioorg. Med. Chem. Lett., 2007, vol. 17, pp. 5361–5365.

    Article  CAS  Google Scholar 

  21. Dayam, R., Al-Mawsawi, L.Q., Zawahir, Z., Witvrouw, M., Debyser, Z., and Neamati, N., J. Med. Chem., 2008 vol. 51, pp. 1136–1144.

    Article  CAS  Google Scholar 

  22. Ramkumar, K., Tambov, K.V., Gundla, R., Manaev, A.V., Yarovenko, V., Traven, V.F., and Neamati, N., Bioorg. Med. Chem., 2008, vol. 16, pp. 8988–8998.

    Article  CAS  Google Scholar 

  23. Jaganatharaja, J. and Gowthaman, R., Bioinformation, 2006, vol. 1, pp. 112–117.

    Google Scholar 

  24. Makhija, M.T. and Kulkarni, V.M., J. Computer-Aided Mol. Des., 2002, vol. 16, 181–200.

    Article  CAS  Google Scholar 

  25. Poroikov, V., Druzhilovsky, D., Shevelev S., Gottikh, M., and Nicklaus, M., Abstracts of Papers, IV International Conference “Genomics, Proteomics, Bioinformatics and Nanobiotechnologies for Medicine”, Moscow, 2008, p. 69.

  26. Poroikov, V.V., Filimonov, D.A., Gloriosova, T.A., Lagunin, A.A., Druzhilovsky, D.S, and Stepanchikova, A.V., Inform. Vestn. VOGiS, 2009, vol. 13, pp. 137–143.

    Google Scholar 

  27. Da Silva, C.H., da Silva, V.B., and Taft, C.A., Drug Metab. Lett., 2008, vol. 2, pp. 256–260.

    Article  Google Scholar 

  28. Geronikaki, A., Druzhilovsky, D., Zakharov, A., and Poroikov, V., SAR QSAR Environ Res., 2008, vol. 19, pp. 27–38.

    Article  CAS  Google Scholar 

  29. Filimonov, D. and Poroikov, V., in Chemoinformatics Approaches to Virtual Screening, Varnek, A., and Tropsha, A., Eds., Cambridge: RSC Publishers, 2008, pp. 182–216.

    Chapter  Google Scholar 

  30. Loughlin, W.A., Pierens, G.K., Petersson, M.J., Henderson, L.C., and Healy, P.C., http://www.schrodinger.com/ProductDescription.php?mID=6&sID=10

  31. http://www.ibmc.msk.ru/PASS/

  32. Filimonov, D.A. and Poroikov, V.V., Rus. Khim. Zhurn., 2006, vol. 50, no. 2, pp. 66–75.

    CAS  Google Scholar 

  33. Poroikov, V., Filimonov, D., Lagunin, A., Gloriozova, T., and Zakharov, A., SAR & QSAR Environ. Res., 2007, vol. 18, pp. 101–110.

    Article  CAS  Google Scholar 

  34. Poroikov, V., Lagunin, A., and Filimonov, D., in QSAR and Molecular Modelling in Rational Design of Bioactive Molecules, Sener E.A. and Yalcin I., Eds., Ankara: CADD & D Society, 2005, pp. 514–515.

    Google Scholar 

  35. http://ep.espacenet.com

  36. http://www.uspto.gov/patft/index.html

  37. http://apps1.niaid.nih.gov

  38. http://chem.sis.nlm.nih.gov/chemidplus

  39. http://www.mdl.com

  40. Druzhilovsky, D.S., Gottikh, M.B., Shevelev, S.A., Filimonov, D.A., Lagunin, A.A., Zakharov, A.V., and Poroikov, V.V., Abstracts of Papers, XVI Rus. Natl. Congress “A Man and a Drug”, Moscow, 2009, p. 534.

  41. Rizzi, A. and Fioni, A., J. Chem. Inf. Model., 2008, vol. 48, pp. 1686–1692.

    Article  CAS  Google Scholar 

  42. Loughlin, W.A., Pierens, G.K., Petersson, M.J., Henderson, L.C., Healy, P.C., Bioorg. Med. Chem., 2008, vol. 16, pp. 6172–6178.

    Article  CAS  Google Scholar 

  43. www.chembridge.com

  44. http://www.asinex.com/

  45. http://www.ibscreen.com

  46. http://www.chemblock.com/

  47. http://www.chemnavigator.com/

  48. Druzhilovsky, D.S., Filimonov, D.A., Lagunin, A.A., Gloriozova, T.A., and Poroikov, V.V., Abstracts of Papers, IV Internat. Symp. “Computational Methods in Toxicology and Pharmacology Integrating Internet Resources (CMTPI-2007)”, Moscow, 2007, p.175.

  49. Poroikov, V.V., Druzhilovsky, D.S., Filimonov, D.A., Shevelev, S.A., Gottikh, M.B., and Nicklaus, M.K., Abstracts of Papers, XIV Rus. Natl. Congress “A Man and a Drug”, Moscow, 2007, p. 311.

  50. Prikazchikova, T.A., Sycheva, A.M., Agapkina, Yu.Yu., Aleksandrov, D.A., and Gottikh, M.B., Usp. Khimii, 2008, vol. 77, pp. 445–459.

    Google Scholar 

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Correspondence to D. S. Druzhilovsky.

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Original Russian Text © D.S. Druzhilovsky, D.A. Filimonov, Chenzhong Liao, Megan Peach, Mark Nicklaus, V.V. Poroikov, 2010, published in Biomeditsinskaya Khimiya.

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Druzhilovsky, D.S., Filimonov, D.A., Liao, C. et al. Computer-assisted search and optimization of new human immunodeficiency virus integrase inhibitors. Biochem. Moscow Suppl. Ser. B 4, 59–67 (2010). https://doi.org/10.1134/S1990750810010087

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