Citation: Xiao-Zhong CHEN, Guang-Ping LI, Yan SHEN, Yong HU, Juan WANG, Yuan-Qiang WANG, Zhi-Hua LIN. Docking and 3D-QSAR Studies on the Imidazo[1, 5-c]pyrimidine Derivative as EED Inhibitors[J]. Chinese Journal of Structural Chemistry, ;2021, 40(6): 689-702. doi: 10.14102/j.cnki.0254–5861.2011–2994 shu

Docking and 3D-QSAR Studies on the Imidazo[1, 5-c]pyrimidine Derivative as EED Inhibitors

  • Corresponding author: Yuan-Qiang WANG, wangyqnn@cqut.edu.cn Zhi-Hua LIN, zhlin@cqut.edu.cn
  • Received Date: 25 September 2020
    Accepted Date: 10 November 2020

    Fund Project: the National Natural Science Foundation of China 81171508

Figures(7)

  • Embryonic ectoderm development (EED) has become a novel target for cancer treatment. In this study, a series of EED inhibitors was subjected to a three-dimensional quantitative structure-activity relationship (3D-QSAR) and molecular docking. Accordingly, this is the first of such 3D-QSAR studies in a series of EED inhibitors displaying anti-cancer pharmacological profiles. The CoMFA (q2 = 0.792, r2 = 0.994, rpred2 = 0.74) and CoMSIA (q2 = 0.873, r2 = 0.994, rpred2 = 0.81) models demonstrated good robustness and predictive ability. Moreover, molecular docking suggested that cation-π, π-π stacking and hydrogen bonding interactions were the main factors affecting the activity of these inhibitors. Five new small molecules were designed based on the CoMFA and CoMSIA contour maps. These molecules were then submitted to further ADME studies, in which the ADME properties of the five designed molecules were found to be within a reasonable range. In view of the corresponding findings, this study may provide theoretical guidance for the rational design of novel EED inhibitors.
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    1. [1]

      Levine, S.; Weiss, A.; Erdjument-Bromage, H.; Shao, Z.; Tempst, P.; Kingston, R. The core of the polycomb repressive complex is compositionally and functionally conserved in flies and humans. Mol. Cell. Biol. 2002, 22, 6070-8.  doi: 10.1128/MCB.22.17.6070-6078.2002

    2. [2]

      McCabe, M.; Ott, H.; Ganji, G.; Korenchuk, S.; Thompson, C.; Van Aller, G.; Liu, Y.; Graves, A.; Della Pietra, A.; Diaz, E.; LaFrance, L.; Mellinger, M.; Duquenne, C.; Tian, X.; Kruger, R.; McHugh, C.; Brandt, M.; Miller, W.; Dhanak, D.; Verma, S.; Tummino, P.; Creasy, C. EZH2 inhibition as a therapeutic strategy for lymphoma with EZH2-activating mutations. Nature 2012, 492, 108-12.

    3. [3]

      Bisserier, M.; Wajapeyee, N. Mechanisms of resistance to EZH2 inhibitors in diffuse large B-cell lymphomas. Blood 2018, 131, 2125-2137.  doi: 10.1182/blood-2017-08-804344

    4. [4]

      Qi, W.; Zhao, K.; Gu, J.; Huang, Y.; Wang, Y.; Zhang, H.; Zhang, M.; Zhang, J.; Yu, Z.; Li, L.; Teng, L.; Chuai, S.; Zhang, C.; Zhao, M.; Chan, H.; Chen, Z.; Fang, D.; Fei, Q.; Feng, L.; Feng, L.; Gao, Y.; Ge, H.; Ge, X.; Li, G.; Lingel, A.; Lin, Y.; Liu, Y.; Luo, F.; Shi, M.; Wang, L.; Wang, Z.; Yu, Y.; Zeng, J.; Zeng, C.; Zhang, L.; Zhang, Q.; Zhou, S.; Oyang, C.; Atadja, P.; Li, E. An allosteric PRC2 inhibitor targeting the H3K27Me3 binding pocket of EED. Nat. Chem. Biol. 2017, 13, 381-388.  doi: 10.1038/nchembio.2304

    5. [5]

      He, Y.; Selvaraju, S.; Curtin, M. L.; Jakob, C. G.; Pappano, W. N. The EED protein-protein interaction inhibitor A-395 inactivates the PRC2 complex. Nat. Chem. Biol. 2017, 13, 389-6.  doi: 10.1038/nchembio.2306

    6. [6]

      Rej, R.; Wang, C.; Lu, J.; Wang, M.; Petrunak, E.; Zawacki, K.; McEachern, D.; Fernandez-Salas, E.; Yang, C.; Wang, L.; Li, R.; Chinnaswamy, K.; Wen, B.; Sun, D.; Stuckey, J.; Zhou, Y.; Chen, J.; Tang, G.; Wang, S. EEDi-5285: an exceptionally potent, efficacious, and orally active small-molecule inhibitor of embryonic ectoderm development. J. Med. Chem. 2020, 63, 7252-7267.  doi: 10.1021/acs.jmedchem.0c00479

    7. [7]

      Cramer, R.; Patterson, D.; Bunce, J. Comparative molecular field analysis (CoMFA). 1. Effect of shape on binding of steroids to carrier proteins. J. Am. Chem. Soc. 1988, 110, 5959-67.  doi: 10.1021/ja00226a005

    8. [8]

      Klebe, G.; Abraham, U.; Mietzner, T. Molecular similarity indices in a comparative analysis (CoMSIA) of drug molecules to correlate and predict their biological activity. J. Med. Chem. 1994, 37, 4130-6.  doi: 10.1021/jm00050a010

    9. [9]

      Clark, M.; Iii, R. D. C.; Opdenbosch, N. V. Validation of the general purpose tripos 5.2 force field. J. Comput. Chem. 1989, 10, 982-1012.  doi: 10.1002/jcc.540100804

    10. [10]

      Gasteiger, J.; Marsili, M. Iterative partial equalization of orbital electronegativity-a rapid access to atomic charges. Tetrahedron 1980, 36, 3219-3228.  doi: 10.1016/0040-4020(80)80168-2

    11. [11]

      Kapou, A.; Benetis, N. P.; Durdagi, S.; Nikolaropoulos, S.; Mavromoustakos, T. 3D QSAR/CoMFA and CoMSIA studies on antileukemic steroidal esters coupled with conformationally flexible nitrogen mustards. J. Chem. Inf. Model. 2008, 48, 2254-6.  doi: 10.1021/ci800240m

    12. [12]

      Lu, P.; Wei, X.; Zhang, R. CoMFA and CoMSIA studies on HIV-1 attachment inhibitors. Eur. J. Med. Chem. 2010, 45, 1792-8.  doi: 10.1016/j.ejmech.2010.01.011

    13. [13]

      Politi, A.; Durdagi, S.; Moutevelis-Minakakis, P.; Kokotos, G.; Papadopoulos, M. G.; Mavromoustakos, T. Application of 3D QSAR CoMFA/CoMSIA and in silico docking studies on novel renin inhibitors against cardiovascular diseases. Eur. J. Med. Chem. 2009, 44, 3703-3711.  doi: 10.1016/j.ejmech.2009.03.040

    14. [14]

      Zhang, Y.; Wang, T.; Yang, X. An in vitro and in silico investigation of human pregnane X receptor agonistic activity of poly-and perfluorinated compounds using the heuristic method-best subset and comparative similarity indices analysis. Chemosphere 2020. 240, 124789-8.  doi: 10.1016/j.chemosphere.2019.124789

    15. [15]

      Zhang, S.; Lin, Z.; Pu, Y.; Zhang, Y.; Zhang, L.; Zuo, Z. Comparative QSAR studies using HQSAR, CoMFA, and CoMSIA methods on cyclic sulfone hydroxyethylamines as BACE1 inhibitors. Comput. Biol. Chem. 2017, 67, 38-47.  doi: 10.1016/j.compbiolchem.2016.12.008

    16. [16]

      Iii, R. D. C.; Bunce, J. D.; Patterson, D. E.; Frank, I. E. Crossvalidation, bootstrapping, and partial least squares compared with multiple regression in conventional QSAR studies. Quant. Struct. -Act. Relat. 2010, 7, 18-25.

    17. [17]

      Cross, J. B.; Thompson, D. C.; Rai, B. K.; Baber, J. C.; Fan, K. Y.; Hu, Y.; Humblet, C. Comparison of several molecular docking programs: pose prediction and virtual screening accuracy. J. Chem. Inf. Model. 2009, 49, 1455-1474.  doi: 10.1021/ci900056c

    18. [18]

      Daina, A.; Michielin, O.; Zoete, V. SwissADME: a free web tool to evaluate pharmacokinetics, drug-likeness and medicinal chemistry friendliness of small molecules. Sci. Rep. 2017, 7, 42717-9.  doi: 10.1038/srep42717

    19. [19]

      Golbraikh, A.; Tropsha, A. Beware of q2! J. J. Mol. Graph. Model. 2002, 20, 269-276.

    20. [20]

      Veerasamy, R.; Rajak, H.; Jain, A.; Sivadasan, S.; Varghese, C. P.; Agrawal, R. K. Validation of QSAR models-strategies and importance. Int. J. Drug. Des. Discov. 2011, 2, 511-519.

    21. [21]

      Marcos, L.; Cesar, M. V.; David, V. V.; Juan, A. L.; Javier, C. S.; Jorge, S. D.; Gonzalo, R. G.; Jaime, M. Structure-activity relationships based on 3D-QSAR CoMFA/CoMSIA and design of aryloxypropanol-amine agonists with selectivity for the human β3-adrenergic receptor and anti-obesity and anti-diabetic profiles. Molecules 2018, 23, 1191-5.  doi: 10.3390/molecules23051191

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