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Comparative Modeling and Evaluation of Leukotriene B4 Receptors for Selective Drug Discovery Towards the Treatment of Inflammatory Diseases

机译:白三烯B4受体对选择性药物发现对炎症性疾病的比较建模与评价

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Leukotriene B4 (LTB4) exerts its biological effects through stimulation of specific G protein-coupled receptors (GPCRs)—namely BLT1 and BLT2. Due to the absence of human BLT1 and BLT2 crystal structures, the current study was set to predict the 3D structures of these two receptors for structure-based anti-inflammatory drug discovery. Homology modeling of the BLT1 receptor was first constructed, based on various X-ray and NMR GPCR templates, followed by molecular dynamics (MD) refinement. Using a single-template approach, nine well-established alignment methods and ten secondary structure prediction methods during the backbone generation were implemented and assessed. The binding sites of the BLT1 receptor were then mapped using fifteen chemical probes with the help of FTMAP and AutoDock Vina 4.2 software. Model validation was performed through the docking of eight specific antagonists that have experimental inhibition constants ( k ~( i )) towards BLT1. The antagonists-BLT1 docked structures were then subjected to AMBER-based molecular mechanical minimization and the corresponding binding energies were calculated using molecular mechanics–generalized Born surface area (MM/GBSA) approach. According to the results, the most energetically stable models were constructed using SAlign method for the alignment process and PSIPRED for secondary structure prediction. In comparison, the refined BLT1 model built on 2KS9 as an NMR template has the lowest DOPE energy compared to those built on 4EA3 and 4XT1 as X-ray templates. According to the mapping results, two main binding sites were identified: one was among TMs II, III and VII and the other was among TMs III, IV and V. For the antagonists, correlation between binding energies and experimental data was in a good agreement, with a correlation coefficient ( R _(2)value) of 0.91. Due to the great amino acid sequence similarity between BLT1 and BLT2 receptors (calculated as 45.2%), BLT2 model was constructed based on the predicted BLT1 model.
机译:白三烯B4(LTB4)通过刺激特定的G蛋白偶联受体(GPCR)和BLT2来施加其生物学效应。由于不存在人BLT1和BLT2晶体结构,将目前的研究设定为预测该两种受体的3D结构,用于基于结构的抗炎药物发现。首先基于各种X射线和NMR GPCR模板构建BLT1受体的同源性建模,然后是分子动力学(MD)细化。使用单模板方法,实施并评估了骨干生成过程中的九种良好的对准方法和十个二级结构预测方法。然后在FTMAP和Autodock Vina 4.2软件的帮助下使用十五化学探针映射BLT1受体的结合位点。通过对BLT1的实验抑制常数(K〜(I))的八个特异性拮抗剂的对接进行模型验证。然后将拮抗剂-BLT1停靠的结构进行琥珀色的分子机械最小化,并且使用分子力学通红的出生表面积(MM / GBSA)方法计算相应的结合能。根据结果​​,使用用于对准过程的陈旧方法和对准的二次结构预测来构建最能稳定的模型。相比之下,与在4EA3和4XT1内置为X射线模板的内置时,基于2KS9构建为核磁共振模板的精制BLT1模型。根据映射结果,鉴定出两个主要结合位点:一种是TMS II,III和VII等,另一个是TMS III,IV和V.对于拮抗剂,结合能量和实验数据之间的相关性具有良好的一致性,相关系数(R _(2)值为0.91。由于BLT1和BLT2受体(计算为45.2%)之间的氨基酸序列相似性,基于预测的BLT1模型构建了BLT2模型。

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