利用计算和实验方法,从 ChemBridge 库中找出对唐氏利什曼原虫甾醇 C-24 甲基转移酶有特效的药物。

IF 2.1 3区 医学 Q2 PARASITOLOGY
Diksha Kumari, Tashi Palmo, Somdutt Mujwar, Kuljit Singh
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引用次数: 0

摘要

利什曼病是一种被忽视的热带疾病,也是贫困地区死亡的主要原因之一。目前可用于应对这种致命感染的化疗药物有限。因此,利用创新策略确定新型强效支架是当务之急。高通量筛选(HTS)是一项关键技术,它能利用各种自动化工具和生物检测方法评估数百万个类药物分子,从而加速药物发现过程。在本研究中,我们采用了 HTS 策略,从内部 ChemBridge 库中筛选出针对唐氏利什曼原虫甾醇 C-24 甲基转移酶(LdSMT)的有效药物。首先,利用以前报道过的不同结构类别的甾醇 C-24 甲基转移酶抑制剂建立了一个强大的数据集。然后,利用相似性搜索进行配体虚拟筛选,对 ChemBridge 库中的 20,000 个分子进行筛选。通过这种计算方法,共筛选出 81 个候选化合物,并对它们进行了进一步的分子对接和生物学评估。抗利什曼病试验显示,在 81 个分子中,有 7 个具有潜在的杀寄生虫作用。其中三个分子,即 IIIM-CB-14、IIIM-CB-29 和 IIIM-CB-45 的药效最强,其 50% 抑制浓度 (IC50) 分别为 5.76、8.08 和 10.64 µg/mL。扫描电子显微镜分析表明,这些强效化合物会引起相当大的形态学改变。对强效命中分子的 ADME 研究表明,所有命中分子都具有相当的药物相似性。此外,还进行了分子动力学研究,以检查 LdSMT 蛋白与前两个命中分子(IIIM-CB-14 和 IIIM-CB-45)的稳定确认情况。因此,本研究利用计算和实验方法揭示了有效的抗利什曼病菌支架。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Harnessing computational and experimental approaches to identify potent hits against Leishmania donovani sterol C-24 methyltransferase from ChemBridge library.

Leishmaniasis is a neglected tropical disease and is one of the major causes of mortality in poverty-stricken areas. A limited chemotherapeutics arsenal is available to tackle this deadly infection. Thus, identifying novel potent scaffolds using innovative strategies is the need of the hour. High-throughput screening (HTS) is a critical technique that can accelerate the process of drug discovery by evaluating millions of drug-like molecules using various automation tools and biological assays. In the present study, we have employed the HTS strategy to identify potent hits against Leishmania donovani sterol C-24 methyltransferase (LdSMT) from the in-house ChemBridge library. Firstly, a robust dataset was prepared with previously reported sterol C-24 methyltransferase inhibitors, belonging to diverse structural classes. Then, ligand-based virtual screening using similarity search was performed to screen the ChemBridge library having ∼20,000 molecules. This computational approach yielded 81 candidate compounds, which were selected for further molecular docking and biological evaluation. Anti-leishmanial assays revealed that out of 81 molecules, seven showed potential parasitic killing. Three molecules namely IIIM-CB-14, IIIM-CB-29, and IIIM-CB-45 were the most potent ones with 50% inhibitory concentration (IC50) of 5.76, 8.08, and 10.64 µg/mL, respectively. SEM analyses suggest that these potent hits cause considerable morphological alterations. ADME studies of the potent hit molecules indicate that all the hits have considerable drug-likeness properties. Further, molecular dynamics studies were also performed to check the stable confirmation of LdSMT protein with the top two hits (IIIM-CB-14 and IIIM-CB-45). Thus, the present study harnesses computational and experimental approaches to unravel potent anti-leishmanial scaffolds.

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来源期刊
Acta tropica
Acta tropica 医学-寄生虫学
CiteScore
5.40
自引率
11.10%
发文量
383
审稿时长
37 days
期刊介绍: Acta Tropica, is an international journal on infectious diseases that covers public health sciences and biomedical research with particular emphasis on topics relevant to human and animal health in the tropics and the subtropics.
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