Design of RNA Polymerase Inhibitors as Therapeutics for Tuberculous Meningitis.

Varalakshmi Vummidi, Sekhar Talluri
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Abstract

Background: Tuberculosis is an infectious disease caused by Mycobacterium tuber-culosis. The current treatment protocols for pulmonary tuberculosis are quite effective, even though the treatment requires 3-6 months. The current treatment protocols for extrapulmonary tuberculosis are based on the same drugs that are used for pulmonary tuberculosis. However, the success rates are much lower for certain types of extrapulmonary tuberculosis, such as tubercu-lous meningitis. Tuberculous meningitis is one of the very few diseases attributable to bacteria that have a very high short-term mortality rate among diagnosed patients, even after treatment with antibiotics that are effective for pulmonary tuberculosis. For example, rifampicin is highly effective for the treatment of pulmonary tuberculosis, but its effectiveness for the treatment of tuberculous meningitis is much lower. The reason for the lower effectiveness of rifampicin against tuberculous meningitis is that it has low Blood-Brain Barrier (BBB) permeability, which results in lower concentrations of the drug at the required sites in the central nervous system.

Methods: In this work, ligands having improved BBB permeability and pharmacokinetic and pharmacodynamic properties, either similar to or better than that of rifampicin, have been designed. The BBB permeability of the designed molecules was assessed by using pkCSM, a machine-learning model. Pharmacokinetic properties, drug-likeness, and synthesizability were assessed by using SWISS-MODEL. The binding affinity of the designed drugs was assessed by using AutoDock Vina. A customized scoring function, StWN score, was used for a quantitative weighted assessment of all the properties of interest to rank the designed molecules.

Results: In this study, drug-like ligands have been designed that have been predicted to have high BBB permeability as well as high affinity for RNA polymerase β of Mycobacterium tuberculosis.

Conclusion: The best ligands generated by the tools employed were selected as potential drugs to address the current need for better options for the treatment of tuberculous meningitis.

设计 RNA 聚合酶抑制剂作为治疗结核性脑膜炎的药物。
背景:肺结核是一种由结核分枝杆菌引起的传染性疾病。目前治疗肺结核的方案相当有效,尽管治疗时间需要 3-6 个月。目前治疗肺外结核病的方案与治疗肺结核的药物相同。然而,对于某些类型的肺外结核病,如结核性脑膜炎,成功率要低得多。结核性脑膜炎是极少数由细菌引起的疾病之一,即使使用对肺结核有效的抗生素治疗,确诊患者的短期死亡率也非常高。例如,利福平对治疗肺结核非常有效,但对治疗结核性脑膜炎的疗效却低得多。利福平对结核性脑膜炎疗效较低的原因是它的血脑屏障(BBB)通透性低,导致药物在中枢神经系统所需部位的浓度较低:方法:在这项工作中,我们设计了一些配体,这些配体的血脑屏障通透性增加,药代动力学和药效学特性与利福平相似或优于利福平。所设计分子的 BBB 通透性是通过马-奇学习模型 pkCSM 评估的。使用 SWISS-MODEL 评估了药物代谢特性、药物相似性和可合成性。使用 AutoDock Vina 评估了所设计药物的结合亲和力。使用定制的评分函数 StWN score 对所有相关特性进行量化加权评估,从而对设计的分子进行排序:结果:本研究设计出的药物配体被预测为具有高 BBB 渗透性以及对结核分枝杆菌的 RNA 聚合酶  具有高亲和力:结论:通过所使用的工具产生的最佳配体被选为潜在药物,以满足当前治疗结核性脑膜炎对更好选择的需求。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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