Ester-Functionalized Imidazolium- and Pyridinium-Based Ionic Liquids: Design, Synthesis and Cytotoxicity Evaluation

被引:2
|
作者
Hodyna, Diana [1 ]
Kovalishyn, Vasyl [1 ]
Semenyuta, Ivan [1 ]
Rogalsky, Sergiy [2 ]
Trokhimenko, Olena [3 ]
Gryniukova, Anastasiia [1 ]
Metelytsia, Larysa [1 ]
机构
[1] Natl Acad Sci Ukraine, VP Kukhar Inst Bioorgan Chem & Petrochem, Dept Med & Biol Res, UA-02094 Kiev, Ukraine
[2] Natl Acad Sci Ukraine, VP Kukhar Inst Bioorgan Chem & Petrochem, Lab Modificat Polymers, UA-02094 Kiev, Ukraine
[3] Shupyk Natl Healthcare Univ Ukraine, Dept Virol, UA-04112 Kiev, Ukraine
来源
关键词
ionic liquids; QSAR; cytotoxicity; molecular docking; acute toxicity; NEURAL-NETWORK; ANTICANCER ACTIVITY; VARIABLE SELECTION; OXIDATIVE STRESS; CELL-LINE; TOXICITY; APOPTOSIS; AMMONIUM; BINDING;
D O I
10.33263/BRIAC123.29052957
中图分类号
O69 [应用化学];
学科分类号
081704 ;
摘要
The QSAR model for the prediction of cytotoxicity of Ionic liquids (ILs) was developed using a data set of 1195 compounds. The Artificial Neural Networks learning technique was used. The predictive ability of the models was tested by means of cross-validation; the q(2) value was 0.76 for the regression model. The prediction for the external evaluation set afforded high predictive power (q(2)=0.75 for 239 compounds). The developed QSAR models evaluated the anticancer activity of a small set of virtual compounds and 6 compounds were selected for synthesis and biological testing. It was found that imidazolium and pyridinium ILs with C-12 and C-10 alkyl chain length exhibited significant cytotoxicity, particularly, compounds 3 and 6 were identified as the most potent anticancer agents with IC50 values 0.18 mu M and 5.75 mu M against Hep-2 cell line and different acute toxicity levels to cladoceran Daphnia magna. Molecular docking showed that the high cytotoxic activity of imidazolium and pyridinium ILs with C-12 alkyl chain length may be associated with specific DNA binding in the region of CG nucleotides.
引用
收藏
页码:2905 / 2957
页数:53
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