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
-
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.
-
-
[1]
(1) Mathis, D.; Vence, L.; Benoist, C. Nature 2001, 414, 792. doi: 10.1038/414792a
-
[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) 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) Giannoukakis, N. Curr. Opin. Invest. Dr. 2006, 7, 916.
-
[5]
(5) Ramirez, M. A.; Borja, N. L. Pharmacotherapy 2008, 28, 646. doi: 10.1592/phco.28.5.646
-
[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) 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) Hu, X.; Li, S. B.; Yang, G.Y.; Liu, H.; Boden, G.; Li, L. PloS One 2014, 9, 11.
-
[9]
(9) Ramasamy, R.; Goldberg, I. J. Circ. Res. 2010, 106, 1449.
-
[10]
(10) Oates, P. J. Curr. Drug Targets 2008, 9, 14. doi: 10.2174/138945008783431781
-
[11]
(11) Srivastava, S. K.; Ramana, K. V.; Bhatnagar, A. Endocr. Rev. 2005, 26, 380. doi: 10.1210/er.2004-0028
-
[12]
(12) Kinoshita, J. H.; Kador, P.; Catiles, M. Jama 1981, 246, 257. doi: 10.1001/jama.1981.03320030049032
-
[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) 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) 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) 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) 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) Papastavrou, N.; Chatzopoulou, M.; Pegklidou, K.; Nicolaou, I. Bioorg. Med. Chem. 2013, 21, 4951. doi: 10.1016/j.bmc.2013.06.062
-
[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) Ratliff, D. M.; VanderJagt, D. J.; Eaton, R. P.; VanderJagt, D. L. J. Clin. Endocr. Metab. 1996, 81, 488.
-
[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) 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) 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) 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) 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) 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) Gasteiger, J.; Marsili, M. Tetrahedron 1980, 36, 3219. doi: 10.1016/0040-4020(80)80168-2
-
[28]
(28) Marsili, M.; Gasteiger, J. Croat. Chem. Acta 1980, 53, 601.
-
[29]
(29) Gasteiger, J.; Marsili, M. Org. Magn. Reson 1981, 15, 353.
-
[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) Kroemer, R. T.; Hecht, P.; Liedl, K. R. J. Comput. Chem. 1996, 17, 1296.
-
[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) 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) Grimshaw, C. E.; Bohren, K. M.; Lai, C. J.; Gabbay, K. H. Biochemistry 1995, 34, 14374. doi: 10.1021/bi00044a014
-
[35]
(35) Oka, M.; Matsumoto, Y.; Sugiyama, S.; Tsuruta, N.; Matsushima, M. J. Med. Chem. 2000, 43, 2479. doi: 10.1021/jm990502r
-
[36]
(36) Bohren, K. M.; Grimshaw, C. E.; Gabbay, K. H. J. Biol. Chem. 1992, 267, 20965.
-
[37]
(37) El-Kabbani, O.; Wilson, D. K.; Petrash, M.; Quiocho, F. A. Mol. Vis. 1998, 4, 19.
-
[38]
(38) Golbraikh, A.; Tropsha, A. J. Mol. Graph. 2002, 20, 269. doi: 10.1016/S1093-3263(01)00123-1
-
[39]
(39) Golbraikh, A.; Tropsha, A. Mol. Divers. 2002, 5, 231.
-
[1]
-
-
[1]
Weihan Zhang , Menglu Wang , Ankang Jia , Wei Deng , Shuxing Bai . 表面硫物种对钯-硫纳米片加氢性能的影响. Acta Physico-Chimica Sinica, 2024, 40(11): 2309043-. doi: 10.3866/PKU.WHXB202309043
-
[2]
Peiran ZHAO , Yuqian LIU , Cheng HE , Chunying DUAN . A functionalized Eu3+ metal-organic framework for selective fluorescent detection of pyrene. Chinese Journal of Inorganic Chemistry, 2024, 40(4): 713-724. doi: 10.11862/CJIC.20230355
-
[3]
Junjie Zhang , Yue Wang , Qiuhan Wu , Ruquan Shen , Han Liu , Xinhua Duan . Preparation and Selective Separation of Lightweight Magnetic Molecularly Imprinted Polymers for Trace Tetracycline Detection in Milk. University Chemistry, 2024, 39(5): 251-257. doi: 10.3866/PKU.DXHX202311084
-
[4]
Yinuo Wang , Siran Wang , Yilong Zhao , Dazhen Xu . Selective Synthesis of Diarylmethyl Anilines and Triarylmethanes via Multicomponent Reactions: Introduce a Comprehensive Experiment of Organic Chemistry. University Chemistry, 2024, 39(8): 324-330. doi: 10.3866/PKU.DXHX202401063
-
[5]
Shihui Shi , Haoyu Li , Shaojie Han , Yifan Yao , Siqi Liu . Regioselectively Synthesis of Halogenated Arenes via Self-Assembly and Synergistic Catalysis Strategy. University Chemistry, 2024, 39(5): 336-344. doi: 10.3866/PKU.DXHX202312002
-
[6]
Yunhao Zhang , Yinuo Wang , Siran Wang , Dazhen Xu . Progress in Selective Construction of Functional Aromatics from Nitrogenous Cycloalkanes. University Chemistry, 2024, 39(11): 136-145. doi: 10.3866/PKU.DXHX202401083
-
[7]
Xilin Zhao , Xingyu Tu , Zongxuan Li , Rui Dong , Bo Jiang , Zhiwei Miao . Research Progress in Enantioselective Synthesis of Axial Chiral Compounds. University Chemistry, 2024, 39(11): 158-173. doi: 10.12461/PKU.DXHX202403106
-
[8]
Jiakun BAI , Ting XU , Lu ZHANG , Jiang PENG , Yuqiang LI , Junhui JIA . A red-emitting fluorescent probe with a large Stokes shift for selective detection of hypochlorous acid. Chinese Journal of Inorganic Chemistry, 2024, 40(6): 1095-1104. doi: 10.11862/CJIC.20240002
-
[9]
Jie ZHAO , Sen LIU , Qikang YIN , Xiaoqing LU , Zhaojie WANG . Theoretical calculation of selective adsorption and separation of CO2 by alkali metal modified naphthalene/naphthalenediyne. Chinese Journal of Inorganic Chemistry, 2024, 40(3): 515-522. doi: 10.11862/CJIC.20230385
-
[10]
Ruiqing LIU , Wenxiu LIU , Kun XIE , Yiran LIU , Hui CHENG , Xiaoyu WANG , Chenxu TIAN , Xiujing LIN , Xiaomiao FENG . Three-dimensional porous titanium nitride as a highly efficient sulfur host. Chinese Journal of Inorganic Chemistry, 2024, 40(5): 867-876. doi: 10.11862/CJIC.20230441
-
[11]
Yonghui ZHOU , Rujun HUANG , Dongchao YAO , Aiwei ZHANG , Yuhang SUN , Zhujun CHEN , Baisong ZHU , Youxuan ZHENG . Synthesis and photoelectric properties of fluorescence materials with electron donor-acceptor structures based on quinoxaline and pyridinopyrazine, carbazole, and diphenylamine derivatives. Chinese Journal of Inorganic Chemistry, 2024, 40(4): 701-712. doi: 10.11862/CJIC.20230373
-
[12]
Jianfeng Yan , Yating Xiao , Xin Zuo , Caixia Lin , Yaofeng Yuan . Comprehensive Chemistry Experimental Design of Ferrocenylphenyl Derivatives. University Chemistry, 2024, 39(4): 329-337. doi: 10.3866/PKU.DXHX202310005
-
[13]
Jin Tong , Shuyan Yu . Crystal Engineering for Supramolecular Chirality. University Chemistry, 2024, 39(3): 86-93. doi: 10.3866/PKU.DXHX202308113
-
[14]
Kai Yang , Gehua Bi , Yong Zhang , Delin Jin , Ziwei Xu , Qian Wang , Lingbao Xing . Comprehensive Polymer Chemistry Experiment Design: Preparation and Characterization of Rigid Polyurethane Foam Materials. University Chemistry, 2024, 39(4): 206-212. doi: 10.3866/PKU.DXHX202308045
-
[15]
Laiying Zhang , Yinghuan Wu , Yazi Yu , Yecheng Xu , Haojie Zhang , Weitai Wu . Innovation and Practice of Polymer Chemistry Experiment Teaching for Non-Polymer Major Students of Chemistry: Taking the Synthesis, Solution Property, Optical Performance and Application of Thermo-Sensitive Polymers as an Example. University Chemistry, 2024, 39(4): 213-220. doi: 10.3866/PKU.DXHX202310126
-
[16]
Manman Jin , Zhiguo Lv , Qingtao Niu . Teaching Reformation and Case Study for “Chemical Process Development and Design” Based on “Just-in-Time” Dynamic and Accurate Matching Industrial Needs. University Chemistry, 2024, 39(11): 108-116. doi: 10.12461/PKU.DXHX202403030
-
[17]
Yufang GAO , Nan HOU , Yaning LIANG , Ning LI , Yanting ZHANG , Zelong LI , Xiaofeng LI . Nano-thin layer MCM-22 zeolite: Synthesis and catalytic properties of trimethylbenzene isomerization reaction. Chinese Journal of Inorganic Chemistry, 2024, 40(6): 1079-1087. doi: 10.11862/CJIC.20240036
-
[18]
Tingyu Zhu , Hui Zhang , Wenwei Zhang . Exploration and Practice of Ideological and Political Education in the Course of Experiments on Chemical Functional Molecules: Synthesis and Catalytic Performance Study of Chiral Mn(III)Cl-Salen Complex. University Chemistry, 2024, 39(4): 75-80. doi: 10.3866/PKU.DXHX202311011
-
[19]
Renxiao Liang , Zhe Zhong , Zhangling Jin , Lijuan Shi , Yixia Jia . A Palladium/Chiral Phosphoric Acid Relay Catalysis for the One-Pot Three-Step Synthesis of Chiral Tetrahydroquinoline. University Chemistry, 2024, 39(5): 209-217. doi: 10.3866/PKU.DXHX202311024
-
[20]
Caixia Lin , Zhaojiang Shi , Yi Yu , Jianfeng Yan , Keyin Ye , Yaofeng Yuan . Ideological and Political Design for the Electrochemical Synthesis of Benzoxathiazine Dioxide Experiment. University Chemistry, 2024, 39(2): 61-66. doi: 10.3866/PKU.DXHX202309005
-
[1]
Metrics
- PDF Downloads(50)
- Abstract views(442)
- HTML views(41)