Citation: ZHANG Shu-Zhen, ZHENG Chao, ZHU Chang-Jin. Molecular Docking and Receptor-Based 3D-QSAR Studies on Aromatic Thiazine Derivatives as Selective Aldose Reductase Inhibitors[J]. Acta Physico-Chimica Sinica, ;2015, 31(12): 2395-2404. doi: 10.3866/PKU.WHXB201510142 shu

Molecular Docking and Receptor-Based 3D-QSAR Studies on Aromatic Thiazine Derivatives as Selective Aldose Reductase Inhibitors

  • Corresponding author: ZHU Chang-Jin, 
  • Received Date: 10 August 2015
    Available Online: 12 October 2015

    Fund Project: 国家自然科学基金(21272025) (21272025)北京市科学技术委员会(Z131100004013003)资助项目 (Z131100004013003)

  • Aromatic thiazine derivatives were proved to be potent aldose reductase inhibitors (ARIs) with high selectivity for aldose reductase (ALr2) over aldehyde reductase (ALR1). Molecular docking and three-dimensional quantitative structure-activity relationship (3D-QSAR) studies are conducted on a dataset of 44 molecules to explore the interactions between aromatic thiazine derivatives and ALr2. The superposition of ALr2 and ALR1 active sites indicate that residues Leu 300 and Cys 298 from ALr2 may explain the good selectivity of the most active compound 1m. The comparative molecular field analysis (CoMFA) model (q2 = 0.649, r2 = 0.934; q2: cross-validated correlation coefficient, r2: non-cross-validated correlation coefficient) and comparative molecular similarity indices analysis (CoMSIA) model (q2 = 0.746, r2 = 0.971), based on the docking conformations of these compounds, are obtained to identify the key structures impacting their inhibitory potencies. The predictive power of the developed models is further validated by a test set of seven compounds, resulting in predictive rPred2 values of 0.748 for CoMFA and 0.828 for CoMSIA. 3D contour maps, drawn from 3D-QSAR models, reveal that future modifications of substituents at the C3 and C4 positions of the benzyl ring and the C5 and C7 positions of the benzothiazine-1,1-dioxide core might be favorable for improving the biological activity, which are in good accordance with the C7 modification results reported in our earlier work. The information rendered by 3DQSAR models could be helpful in the rational design of novel ARIs with good inhibitory activity to treat diabetic complications in the future.
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    1. [1]

      (1) Mathis, D.; Vence, L.; Benoist, C. Nature 2001, 414, 792. doi: 10.1038/414792a

    2. [2]

      (2) Singh, R.; Kaur, N.; Kishore, L.; Gupta, G. K. J. Ethnopharmacol. 2013, 150, 51. doi: 10.1016/j.jep.2013.08.051

    3. [3]

      (3) Johnson, B. F.; Nesto, R. W.; Pfeifer, M. A.; Slater, W. R.; Vinik, A. I.; Chyun, D. A.; Law, G.; Wackers, F. J. T.; Young, L. H. Diabetes Care 2004, 27, 448. doi: 10.2337/diacare.27.2.448

    4. [4]

      (4) Giannoukakis, N. Curr. Opin. Invest. Dr. 2006, 7, 916.

    5. [5]

      (5) Ramirez, M. A.; Borja, N. L. Pharmacotherapy 2008, 28, 646. doi: 10.1592/phco.28.5.646

    6. [6]

      (6) Dvornik, E.; Simard, D. N.; Krami, M.; Sestanj, K.; Gabbay, K. H.; Kinoshita, J. H.; Varma, S. D.; Merola, L. O. Science 1973, 182, 1146. doi: 10.1126/science.182.4117.1146

    7. [7]

      (7) Nicolucci, A.; Carinci, F.; Cavaliere, D.; Scorpiglione, N.; Belfiglio, M.; Labbrozzi, D.; Mari, E.; Benedetti, M. M.; Tognoni, G.; Liberati, A. Diabetic Med. 1996, 13, 1017.

    8. [8]

      (8) Hu, X.; Li, S. B.; Yang, G.Y.; Liu, H.; Boden, G.; Li, L. PloS One 2014, 9, 11.

    9. [9]

      (9) Ramasamy, R.; Goldberg, I. J. Circ. Res. 2010, 106, 1449.

    10. [10]

      (10) Oates, P. J. Curr. Drug Targets 2008, 9, 14. doi: 10.2174/138945008783431781

    11. [11]

      (11) Srivastava, S. K.; Ramana, K. V.; Bhatnagar, A. Endocr. Rev. 2005, 26, 380. doi: 10.1210/er.2004-0028

    12. [12]

      (12) Kinoshita, J. H.; Kador, P.; Catiles, M. Jama 1981, 246, 257. doi: 10.1001/jama.1981.03320030049032

    13. [13]

      (13) Ramunno, A.; Cosconati, S.; Sartini, S.; Maglio, V.; Angiuoli, S.; La Pietra, V.; Di Maro, S.; Giustiniano, M.; La Motta, C.; Da Settimo, F.; Marinelli, L.; Novellino, E. Eur. J. Med. Chem. 2012, 51, 216.

    14. [14]

      (14) Ottana, R.; Maccari, R.; Giglio, M.; Del Corso, A.; Cappiello, M.; Mura, U.; Cosconati, S.; Marinelli, L.; Novellino, E.; Sartini, S.; La Motta, C.; Da Settimo, F. Eur. J. Med. Chem. 2011, 46, 2797. doi: 10.1016/j.ejmech.2011.03.068

    15. [15]

      (15) Hotta, N.; Akanuma, Y.; Kawamori, R.; Matsuoka, K.; Oka, Y.; Shichiri, M.; Toyota, T.; Nakashima, M.; Yoshimura, I.; Sakamoto, N.; Shigeta, Y.; Grp, A. S. Diabetes Care 2006, 29, 1538. doi: 10.2337/dc05-2370

    16. [16]

      (16) Chen, X.; Zhu, C. J.; Guo, F.; Qiu, X. W.; Yang, Y. C.; Zhang, S. Z.; He, M. L.; Parveen, S.; Jing, C. J.; Li, Y.; Ma, B. J. Med. Chem. 2010, 53, 8330. doi: 10.1021/jm100962a

    17. [17]

      (17) Zhang, S. Z.; Chen, X.; Parveen, S.; Hussain, S.; Yang, Y. C.; Jing, C. J.; Zhu, C. J. ChemMedChem 2013, 8, 603. doi: 10.1002/cmdc.v8.4

    18. [18]

      (18) Papastavrou, N.; Chatzopoulou, M.; Pegklidou, K.; Nicolaou, I. Bioorg. Med. Chem. 2013, 21, 4951. doi: 10.1016/j.bmc.2013.06.062

    19. [19]

      (19) Feather, M. S.; Flynn, T. G.; Munro, K. A.; Kubiseski, T. J.; Walton, D. J. BBA-Gen Subjects 1995, 1244, 10. doi: 10.1016/0304-4165(94)00156-R

    20. [20]

      (20) Ratliff, D. M.; VanderJagt, D. J.; Eaton, R. P.; VanderJagt, D. L. J. Clin. Endocr. Metab. 1996, 81, 488.

    21. [21]

      (21) Chen, X.; Yang, Y. C.; Ma, B.; Zhang, S. Z.; He, M. L.; Gui, D. Q.; Hussain, S.; Jing, C. J.; Zhu, C. J.; Yu, Q.; Liu, Y. Eur. J. Med. Chem. 2011, 46, 1536. doi: 10.1016/j.ejmech.2011.01.072

    22. [22]

      (22) Chen, X.; Zhang, S. Z.; Yang, Y. C.; Hussain, S.; He, M. L.; Gui, D. Q.; Ma, B.; Jing, C. J.; Qiao, Z. X.; Zhu, C. J.; Yu, Q. Bioorg. Med. Chem. 2011, 19, 7262. doi: 10.1016/j.bmc.2011.07.051

    23. [23]

      (23) Yang, Y. C.; Zhang, S. Z.; Wu, B. B.; Ma, M. M.; Chen, X.; Qin, X. Y.; He, M. L.; Hussain, S.; Jing, C. J.; Ma, B.; Zhu, C. J. ChemMedChem 2012, 7, 823. doi: 10.1002/cmdc.v7.5

    24. [24]

      (24) Hussain, S.; Parveen, S.; Hao, X.; Zhang, S. Z.; Wang, W.; Qin, X. Y.; Yang, Y. C.; Chen, X.; Zhu, S. J.; Zhu, C. J.; Ma, B. Eur. J. Med. Chem. 2014, 80, 383. doi: 10.1016/j.ejmech.2014.04.047

    25. [25]

      (25) Parveen, S.; Hussain, S.; Zhu, S. J.; Qin, X. Y.; Hao, X.; Zhang, S. Z.; Lu, J. L.; Zhu, C. J. RSC Adv. 2014, 4, 21134. doi: 10.1039/c4ra01016g

    26. [26]

      (26) Parveen, S.; Hussain, S.; Qin, X. Y.; Hao, X.; Zhu, S. J.; Rui, M.; Zhang, S. Z.; Fu, F. Y.; Ma, B.; Yu, Q.; Zhu, C. J. J. Org. Chem. 2014, 79, 4963. doi: 10.1021/jo500338c

    27. [27]

      (27) Gasteiger, J.; Marsili, M. Tetrahedron 1980, 36, 3219. doi: 10.1016/0040-4020(80)80168-2

    28. [28]

      (28) Marsili, M.; Gasteiger, J. Croat. Chem. Acta 1980, 53, 601.

    29. [29]

      (29) Gasteiger, J.; Marsili, M. Org. Magn. Reson 1981, 15, 353.

    30. [30]

      (30) Vaz, R. J.; Maynard, G. D.; Kudlacz, E. M.; Bratton, L. D.; Kane, J. M.; Shatzer, S. A.; Knippenberg, R. W. Bioorg. Med. Chem. Lett. 1997, 7, 2825. doi: 10.1016/S0960-894X(97)10098-1

    31. [31]

      (31) Kroemer, R. T.; Hecht, P.; Liedl, K. R. J. Comput. Chem. 1996, 17, 1296.

    32. [32]

      (32) Meetei, P. A.; Hauser, A. S.; Raju, P. S.; Rathore, R. S.; Prabhu, N. P.; Vindal, V. Med. Chem. Res. 2014, 23, 3861. doi: 10.1007/s00044-014-0950-z

    33. [33]

      (33) Bohren, K. M.; Grimshaw, C. E.; Lai, C. J.; Harrison, D. H.; Ringe, D.; Petsko, G. A.; Gabbay, K. H. Biochemistry 1994, 33, 2021. doi: 10.1021/bi00174a007

    34. [34]

      (34) Grimshaw, C. E.; Bohren, K. M.; Lai, C. J.; Gabbay, K. H. Biochemistry 1995, 34, 14374. doi: 10.1021/bi00044a014

    35. [35]

      (35) Oka, M.; Matsumoto, Y.; Sugiyama, S.; Tsuruta, N.; Matsushima, M. J. Med. Chem. 2000, 43, 2479. doi: 10.1021/jm990502r

    36. [36]

      (36) Bohren, K. M.; Grimshaw, C. E.; Gabbay, K. H. J. Biol. Chem. 1992, 267, 20965.

    37. [37]

      (37) El-Kabbani, O.; Wilson, D. K.; Petrash, M.; Quiocho, F. A. Mol. Vis. 1998, 4, 19.

    38. [38]

      (38) Golbraikh, A.; Tropsha, A. J. Mol. Graph. 2002, 20, 269. doi: 10.1016/S1093-3263(01)00123-1

    39. [39]

      (39) Golbraikh, A.; Tropsha, A. Mol. Divers. 2002, 5, 231.

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