Borisa Ankit, Bhatt Hardik
Department of Pharmaceutical Chemistry, Institute of Pharmacy, Nirma University, Ahmedabad 382 481 India.
Department of Pharmaceutical Chemistry, Institute of Pharmacy, Nirma University, Ahmedabad 382 481 India.
Eur J Pharm Sci. 2015 Nov 15;79:1-12. doi: 10.1016/j.ejps.2015.08.017. Epub 2015 Sep 4.
Aurora-B kinase plays a crucial role in cell cycle events and is identified as an important factor in regulation of spindle check point assembly. Thus, it can be proved as an important target in the field of oncology. 3D-QSAR model was generated using 54 molecules reported in literature containing thienopyrimidine and thienopyridine as scaffolds. All molecules were aligned using Distill function in Sybyl X1.2. This generated best model of CoMFA-RG (Region focusing) and CoMSIA were statistically significant with correlation coefficient r(2)ncv of 0.97, for both & Leave one out coefficient (LOO) q(2) of 0.70 and 0.72, respectively. Best CoMSIA model was built up using various combination of descriptors and proved statistical significant among all models. Best CoMFA-RG and CoMSIA models were validated by 12 test set molecules giving satisfactory prediction (r(2)pred) values of 0.86 and 0.88, respectively. External test set validation was performed using 20 molecules and satisfactory prediction of their biological activity was found. Active compounds were docked on protein (PDB ID: 4C2V) by GOLD module and revealed important interactions with amino acids at ATP-binding region. These data explored insight requirements for Aurora-B inhibition which might be fruitful for understanding mechanisms with kinase ligand interactions.
Aurora - B激酶在细胞周期事件中起着关键作用,并且被确定为纺锤体检查点组装调控中的一个重要因素。因此,它可被证明是肿瘤学领域的一个重要靶点。使用文献报道的54个以噻吩并嘧啶和噻吩并吡啶为骨架的分子构建了3D - QSAR模型。所有分子均使用Sybyl X1.2中的Distill功能进行比对。由此生成的CoMFA - RG(区域聚焦)最佳模型和CoMSIA在统计学上具有显著性,相关系数r(2)ncv分别为0.97,留一法系数(LOO)q(2)分别为0.70和0.72。最佳的CoMSIA模型是使用各种描述符组合构建的,并且在所有模型中都证明具有统计学显著性。最佳的CoMFA - RG和CoMSIA模型通过12个测试集分子进行验证,分别给出了令人满意的预测(r(2)pred)值0.86和0.88。使用20个分子进行了外部测试集验证,并发现对其生物活性的预测令人满意。活性化合物通过GOLD模块对接至蛋白质(PDB ID:4C2V),并揭示了与ATP结合区域氨基酸的重要相互作用。这些数据探索了Aurora - B抑制的洞察要求,这可能有助于理解激酶与配体相互作用的机制。