College of Chemical and Environmental Engineering, Shanghai Institute of Technology, Shanghai, China.
J Biomol Struct Dyn. 2022 Jan;40(1):499-507. doi: 10.1080/07391102.2020.1815580. Epub 2020 Sep 2.
Virtual screening refers to the screening of active compounds based on a small-molecule database. This procedure can rapidly select active compounds with pharmaceutical properties from millions of molecules, thus considerably reducing the number of experimental screening compounds and cost of drug development and shortening the research cycle. In this paper, a pharmacophore screening method was used for virtual screening to determine new scaffold compounds with potential anticoagulant activities. The pharmacophore model (Model_01-20) was constructed in SYBYL-X 2.0 based on dabigatran derivatives (D1-D9) with micromolar to nanomolar activities and tested by decoy test method. Model_01 was selected to screen more than 1600 million compounds in the Zinc 12.0 database. Furtherly, molecular docking analysis and ADME prediction were conducted on more than 100,000 screened compounds. Finally, two compounds (Z-19 and Z-29) were selected for anticoagulant activity test in vitro, Compound Z-29 with tryptophan aurone structure was found possess anticoagulant effect and its IC = 22.9 ± 6.88 μM. ADME prediction results show that compound Z-29 features a high intestinal absorption rate, which is valuable for further in-depth research. The research results of this paper can be used for further structural modification and optimisation to guide the design and provide new ideas and methods for the discovery of new thrombin inhibitors.Communicated by Ramaswamy H. Sarma.
虚拟筛选是指基于小分子数据库筛选活性化合物。该方法可以从数百万种分子中快速筛选出具有药物性质的活性化合物,从而大大减少实验筛选化合物的数量和药物开发成本,并缩短研究周期。本文采用药效团筛选方法进行虚拟筛选,以确定具有潜在抗凝活性的新骨架化合物。基于具有微摩尔至纳摩尔活性的达比加群衍生物(D1-D9),在 SYBYL-X 2.0 中构建药效团模型(Model_01-20),并通过诱饵测试方法进行测试。选择 Model_01 对 Zinc 12.0 数据库中的超过 1.6 亿个化合物进行筛选。进一步对筛选出的超过 10 万个化合物进行分子对接分析和 ADME 预测。最后,对体外抗凝活性测试筛选出的两个化合物(Z-19 和 Z-29)进行了测试,具有色氨酸酮结构的化合物 Z-29 被发现具有抗凝作用,其 IC = 22.9 ± 6.88 μM。ADME 预测结果表明,化合物 Z-29 具有较高的肠道吸收率,这对于进一步的深入研究具有重要价值。本文的研究结果可用于进一步的结构修饰和优化,为新型凝血酶抑制剂的设计提供新的思路和方法。由 Ramaswamy H. Sarma 交流。