Chemometrics and Molecular Modeling Laboratory, Department of Chemistry, Kean University, 1000 Morris Avenue, Union, NJ, 07083, USA.
Chemometrics and Molecular Modeling Laboratory, Department of Chemistry, Kean University, 1000 Morris Avenue, Union, NJ, 07083, USA.
Comput Biol Med. 2023 Sep;163:107240. doi: 10.1016/j.compbiomed.2023.107240. Epub 2023 Jul 8.
Nipah Virus (NiV) is a single-stranded, negative-sense, highly lethal RNA virus. Even though NiV has close to 70-80% of mortality in India and Bangladesh, still there is no available US FDA-approved drug or vaccine. NiV attachment glycoprotein (NiV-G) is critical for NiV to invade the human cell where ephrinB2 which is a crucial membrane-bound ligand that acts as a target of NiV. Most of the research has been performed targeting NiV or human ephrin-B to date. Quinolone derivatives are proven scaffolds for many approved drugs used to treat various bacterial, viral respiratory tract, and urinary tract infections, and rheumatologic disorders such as systemic lupus erythematosus, rheumatoid arthritis. Therefore, we have tried to find potential drug molecules employing quinolone scaffold-based derivatives from PubChem targeting both NiV-G and ephrin-B2 protein. A total of 1500+ quinolone derivatives were obtained from PubChem which were screened based on Drug Likeness followed by being subjected to XP docking employing Schrödinger software. The top ten best molecules were then chosen for their absorption, distribution, metabolism, excretion, and toxicity (ADMET) profiling based on the docking score ranking. Further, the top five molecules were selected for 200ns molecular dynamics (MD) simulation study with Desmond module followed by MM-GBSA study by Prime module of Schrödinger. The exhaustive analysis leads us to the top three probable lead drug molecules for NiV are PubChem CID 23646770, an analog of PubChem CID 67726448, and PubChem CID 10613168 which have predicted K values of 0.480 μm, 0.785 μm, and 0.380 μm, respectively. These proposed molecules can be the future drugs targeting NiV-G and human ephrin-B2 which requires further in vivo validation.
尼帕病毒(NiV)是一种单链、负义、高度致命的 RNA 病毒。尽管 NiV 在印度和孟加拉国的死亡率接近 70-80%,但仍然没有获得美国食品和药物管理局批准的药物或疫苗。NiV 附着糖蛋白(NiV-G)对于 NiV 侵入人类细胞至关重要,而 ephrinB2 是一种关键的膜结合配体,是 NiV 的靶标。迄今为止,大多数研究都是针对 NiV 或人类 ephrin-B 进行的。喹诺酮衍生物已被证明是许多已批准用于治疗各种细菌、病毒呼吸道和尿路感染以及风湿性疾病(如系统性红斑狼疮、类风湿关节炎)的药物的有效支架。因此,我们试图从 PubChem 中寻找针对 NiV-G 和 ephrin-B2 蛋白的基于喹诺酮支架的潜在药物分子。从 PubChem 中获得了总共 1500 多种喹诺酮衍生物,这些衍生物是根据药物相似性进行筛选的,然后使用 Schrödinger 软件进行 XP 对接。然后根据对接评分排名,选择前 10 种最佳分子进行吸收、分布、代谢、排泄和毒性 (ADMET) 分析。此外,选择前 5 种分子进行 200ns 分子动力学 (MD) 模拟研究,使用 Desmond 模块,然后使用 Schrödinger 的 Prime 模块进行 MM-GBSA 研究。详尽的分析使我们得出结论,针对 NiV 的三种最可能的先导药物分子是 PubChem CID 23646770、PubChem CID 67726448 的类似物和 PubChem CID 10613168,它们的预测 K 值分别为 0.480 μm、0.785 μm 和 0.380 μm。这些提出的分子可以成为针对 NiV-G 和人类 ephrin-B2 的未来药物,需要进一步的体内验证。