Pharmacophore-based virtual screening for identification of marine sponge bioactive compound inhibitors against Alzheimer's disease

IF 3.8 Q2 CHEMISTRY, PHYSICAL
Suruthi SS , Prashanth KK , Baskaran A
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Abstract

Alzheimer's disease is a hereditary neurodegenerative disease that occurs sporadically and causes amnestic cognitive impairment. Traditional drug discovery methods have faced challenges in this regard, leading researchers to explore natural products as potential therapeutics. Marine sponges are rich in diverse range of bioactive compounds with promising biological activities. In this study, AChE, SLC6A4, 5-HT1A, TrkB, and GABA are chosen as the target proteins, which focuses on ache, serotonin, GABA, and neurotropic pathways. A bioactive compound library from marine sponges was prepared by retrieving a list from the CMNP database. The compounds were screened using a chronological index and Drug likeness rules where 2,504 compounds were filtered out based on their molecular weight and the selected compounds undergone secondary screening using pharmacology filters to assess their absorption, distribution, metabolism, and excretion (ADME) properties. Virtual screening was performed using PyRx with selected target proteins. Four compounds namely Xestosaprol D, Xestosaprol E, Xestosaprol J, and 14, 15-dihydroxymethyl Xestoquinone were found to interact with all the chosen protein. Among 4 compounds, Xestosaprol J showed better binding energy of -7.7, -9.9, -8.4, -9.2, and -8.1 kcal/mol. Further, the best interacting AchE-Xestosaprol J complex along with standard AchE Agonist Donepezil was subjected to Molecular dynamics simulation and analysis, which maintained its stability between 65 and 85 ns with RMSD value ranging between 0- 3.5 Å in the virtual biological environment. Overall, Xestosaprol J showed better physicochemical and ADME properties, suggesting their potential as drug candidates, but further investigations are needed to determine their specific biological activities in-vitro.

Abstract Image

阿尔茨海默病是一种遗传性神经退行性疾病,散发性发生,会导致失忆性认知障碍。传统的药物发现方法在这方面面临挑战,这促使研究人员探索天然产品作为潜在的治疗方法。海洋海绵富含多种生物活性化合物,具有良好的生物活性。本研究选择 AChE、SLC6A4、5-HT1A、TrkB 和 GABA 作为靶蛋白,重点研究痛觉、血清素、GABA 和神经传导途径。通过从 CMNP 数据库检索清单,建立了海洋海绵生物活性化合物库。利用时间索引和药物相似性规则对化合物进行筛选,根据分子量筛选出 2,504 种化合物,并利用药理学过滤器对筛选出的化合物进行二次筛选,以评估其吸收、分布、代谢和排泄(ADME)特性。利用 PyRx 对选定的目标蛋白质进行了虚拟筛选。结果发现,Xestosaprol D、Xestosaprol E、Xestosaprol J 和 14,15-二羟甲基 Xestoquinone 四种化合物与所有选定的蛋白质都有相互作用。在这 4 种化合物中,Xestosaprol J 的结合能分别为-7.7、-9.9、-8.4、-9.2 和-8.1 kcal/mol。此外,对相互作用最好的 AchE-Xestosaprol J 复合物和标准 AchE 激动剂多奈哌齐进行了分子动力学模拟和分析,在虚拟生物环境中,该复合物在 65 至 85 ns 之间保持稳定,RMSD 值在 0 至 3.5 Å 之间。总之,Xestosaprol J 显示出更好的理化和 ADME 特性,表明它们具有作为候选药物的潜力,但还需要进一步研究以确定它们在体外的具体生物活性。
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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来源期刊
Chemical Physics Impact
Chemical Physics Impact Materials Science-Materials Science (miscellaneous)
CiteScore
2.60
自引率
0.00%
发文量
65
审稿时长
46 days
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