Molecular docking and MD simulation studies of 4-thiazol-N-(pyridin-2-yl)pyrimidin-2-amine derivatives as novel inhibitors targeted to CDK2/4/6

被引:1
作者
Liang, Jia-Dong [1 ,3 ]
Zhang, Yu-E [4 ]
Qin, Fei [5 ]
Chen, Wan-Na [3 ]
Jiang, Wen-Mei [1 ]
Fang, Zeng [3 ]
Liang, Xiao-Li [3 ]
Zhang, Quan [1 ]
Li, Jie [2 ]
机构
[1] Sun Yat Sen Univ, Collaborat Innovat Ctr Canc Med, Guangdong Prov Clin Res Ctr Canc,Dept Head & Neck, State Key Lab Oncol South China,Canc Ctr, Guangzhou 510060, Peoples R China
[2] Guangzhou Women & Childrens Med Ctr, Dept Breast & Thyroid Surg, 9 Jinsui Rd, Guangzhou 510623, Guangdong, Peoples R China
[3] Sun Yat Sen Univ, Affiliated Hosp 1, Dept Thyroid & Breast Surg, Guangzhou 510000, Peoples R China
[4] Jinan Univ, Dept Pharm, Affiliated Jiangmen TCM Hosp, 30 Huayuan East Rd, Jiangmen 529000, Peoples R China
[5] Linyi Mental Hlth Ctr, Dept Nursing, Linyi, Peoples R China
关键词
Cyclin-dependent kinase; Breast carcinoma; Molecular dynamics simulation; Molecular docking; Inhibitors; CYCLIN-DEPENDENT KINASES; HIGHLY POTENT; CELL-CYCLE; CANCER; OPPORTUNITIES;
D O I
10.1007/s00432-024-05818-y
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose Nowadays, cyclin-dependent kinase 4/6 (CDK4/6) inhibitors have been approved for treating metastatic breast cancer and have achieved inspiring curative effects. But some discoveries have indicated that CDK 4/6 are not the requisite factors in some cell types because CDK2 partly compensates for the inhibition of CDK4/6. Thus, it is urgent to design CDK2/4/6 inhibitors for significantly enhancing their potency. This study aims to explore the mechanism of the binding of CDK2/4/6 kinases and their inhibitors to design novel CDK2/4/6 inhibitors for significantly enhancing their potency in different kinds of cancers. Materials and methods A series of 72 disparately functionalized 4-substituted N-phenylpyrimidin-2-amine derivatives exhibiting potent inhibitor activities against CDK2, CDK4 and CDK6 were collected to apply to this research. The total set of these derivatives was divided into a training set (54 compounds) and a test set (18 compounds). The derivatives were constructed through the sketch molecule module in SYBYL 6.9 software. A Powell gradient algorithm and Tripos force field were used to calculate the minimal structural energy and the minimized structure was used as the initial conformation for molecular docking. By the means of 3D-QSAR models, partial least squares (PLS) analysis, molecular dynamics (MD) simulations and binding free energy calculations, we can find the relationship between structure and biological activity. Results In this study, we used molecular docking, 3D-QSAR and molecular dynamics simulation methods to comprehensively analyze the interaction and structure-activity relationships of 72 new CDK2/4/6 inhibitors. We used detailed statistical data to reasonably verify the constructed 3D-QSAR models for three receptors (q(2) of CDK2 = 0.714, R-pred(2) = 0.764, q(2) = 0.815; R-pred(2) of CDK4 = 0.681, q(2) = 0.757; R-pred(2) of CDK6 = 0.674). MD simulations and decomposition energy analysis validated the reasonability of the docking results and identified polar interactions as crucial factors that influence the different bioactivities of the studied inhibitors of CDK2/4/6 receptors, especially the electrostatic interactions of Lys33/35/43 and Asp145/158/163. The nonpolar interaction with Ile10/12/19 was also critical for the differing potencies of the CDK2/4/6 inhibitors. We concluded that the following probably enhanced the bioactivity against CDK2/4/6 kinases: (1) electronegative groups at the N1-position and electropositive and moderate-sized groups at ring E; (2) electrogroups featured at R-2; (3) carbon atoms at the X-position or ring C replaced by a benzene ring; and (4) an electrogroup as R-4. Conclusion Previous studies, to our knowledge, only utilized a single approach of 3D-QSAR and did not integrate this method with other sophisticated techniques such as molecular dynamics simulations to discover new potential inhibitors of CDK2, CDK4, or CDK6. So we applied the intergenerational technology, such as 3D-QSAR technology, molecular docking simulation techniques, molecular dynamics simulations and MMPBSA19/MMGBSA20-binding free energy calculations to statistically explore the correlations between the structure with biological activities. The constructed 3D-QSAR models of the three receptors were reasonable and confirmed by the excellent statistical data. We hope the results obtained from this work will provide some useful references for the development of novel CDK2/4/6 inhibitors.
引用
收藏
页数:26
相关论文
共 28 条
  • [1] Discovery of New Pyrazolopyridine, Furopyridine, and Pyridine Derivatives as CDK2 Inhibitors: Design, Synthesis, Docking Studies, and Anti-Proliferative Activity
    Abdel-Rahman, Adel A-H
    Shaban, Amira K. F.
    Nassar, Ibrahim F.
    EL-Kady, Dina S.
    Ismail, Nasser S. M.
    Mahmoud, Samy F.
    Awad, Hanem M.
    El-Sayed, Wael A.
    [J]. MOLECULES, 2021, 26 (13):
  • [2] Synthesis, Biological Evaluation and In Silico Studies of Certain Oxindole-Indole Conjugates as Anticancer CDK Inhibitors
    Al-Warhi, Tarfah
    El Kerdawy, Ahmed M.
    Aljaeed, Nada
    Ismael, Omnia E.
    Ayyad, Rezk R.
    Eldehna, Wagdy M.
    Abdel-Aziz, Hatem A.
    Al-Ansary, Ghada H.
    [J]. MOLECULES, 2020, 25 (09):
  • [3] Development of CDK4/6 Inhibitors: A Five Years Update
    Ammazzalorso, Alessandra
    Agamennone, Mariangela
    De Filippis, Barbara
    Fantacuzzi, Marialuigia
    [J]. MOLECULES, 2021, 26 (05):
  • [4] Rapid adaptation to CDK2 inhibition exposes intrinsic cell-cycle plasticity
    Arora, Mansi
    Moser, Justin
    Hoffman, Timothy E.
    Watts, Lotte P.
    Min, Mingwei
    Musteanu, Monica
    Rong, Yao
    Ryland III, C.
    Nangia, Varuna
    Schneider, Jordan
    Sanclemente, Manuel
    Lapek, John
    Nguyen, Lisa
    Niessen, Sherry
    Dann, Stephen
    VanArsdale, Todd
    Barbacid, Mariano
    Miller, Nichol
    Spencer, Sabrina L.
    [J]. CELL, 2023, 186 (12) : 2628 - +
  • [5] Effect of Denosumab Added to 2 Different nab-Paclitaxel Regimens as Neoadjuvant Therapy in Patients With Primary Breast Cancer The GeparX 2 x 2 Randomized Clinical Trial
    Blohmer, Jens-Uwe
    Link, Theresa
    Reinisch, Mattea
    Just, Marianne
    Untch, Michael
    Stotzer, Oliver
    Fasching, Peter A.
    Schneeweiss, Andreas
    Wimberger, Pauline
    Seiler, Sabine
    Huober, Jens
    Thill, Marc
    Jackisch, Christian
    Rhiem, Kerstin
    Solbach, Christine
    Hanusch, Claus
    Seither, Fenja
    Denkert, Carsten
    Engels, Knut
    Nekljudova, Valentina
    Loibl, Sibylle
    [J]. JAMA ONCOLOGY, 2022, 8 (07) : 1010 - 1018
  • [6] New Insights into CDK Regulators: Novel Opportunities for Cancer Therapy
    Bury, Marina
    Le Calve, Benjamin
    Ferbeyre, Gerardo
    Blank, Volker
    Lessard, Frederic
    [J]. TRENDS IN CELL BIOLOGY, 2021, 31 (05) : 331 - 344
  • [7] The Amber biomolecular simulation programs
    Case, DA
    Cheatham, TE
    Darden, T
    Gohlke, H
    Luo, R
    Merz, KM
    Onufriev, A
    Simmerling, C
    Wang, B
    Woods, RJ
    [J]. JOURNAL OF COMPUTATIONAL CHEMISTRY, 2005, 26 (16) : 1668 - 1688
  • [8] Machine learning - based q-RASAR modeling to predict acute contact toxicity of binary organic pesticide mixtures in honey bees
    Chatterjee, Mainak
    Banerjee, Arkaprava
    Tosi, Simone
    Carnesecchi, Edoardo
    Benfenati, Emilio
    Roy, Kunal
    [J]. JOURNAL OF HAZARDOUS MATERIALS, 2023, 460
  • [9] "Data fusion" quantitative read-across structure-activity-activity relationships (q-RASAARs) for the prediction of toxicities of binary and ternary antibiotic mixtures toward three bacterial species
    Chatterjee, Mainak
    Roy, Kunal
    [J]. JOURNAL OF HAZARDOUS MATERIALS, 2023, 459
  • [10] Molecular modeling studies to characterize N-phenylpyrimidin-2-amine selectivity for CDK2 and CDK4 through 3D-QSAR and molecular dynamics simulations
    Chohan, Tahir Ali
    Chen, Jiong-Jiong
    Qian, Hai-Yan
    Pan, You-Lu
    Chen, Jian-Zhong
    [J]. MOLECULAR BIOSYSTEMS, 2016, 12 (04) : 1250 - 1268