Department of Pharmaceutical and Medicinal Chemistry, Institute of Pharmacy, Paracelsus Medical University, Strubergasse 21, 5020 Salzburg, Austria.
Laboratory of Structural Biology, Institute of Biotechnology of the Czech Academy of Sciences, BIOCEV, Prumyslova 595, 252 50 Vestec, Czech Republic.
J Chem Inf Model. 2023 Feb 27;63(4):1249-1259. doi: 10.1021/acs.jcim.2c01269. Epub 2023 Feb 17.
Glutamate carboxypeptidase II (GCPII) is a metalloprotease implicated in neurological diseases and prostate oncology. While several classes of potent GCPII-specific inhibitors exist, the development of novel active scaffolds with different pharmacological profiles remains a challenge. Virtual screening followed by testing is an effective means for the discovery of novel active compounds. Structure- and ligand-based pharmacophore models were created based on a dataset of known GCPII-selective ligands. These models were used in a virtual screening of the SPECS compound library (∼209.000 compounds). Fifty top-scoring virtual hits were further experimentally tested for their ability to inhibit GCPII enzymatic activity . Six hits were found to have moderate to high inhibitory potency with the best virtual hit, a modified xanthene, inhibiting GCPII with an IC value of 353 ± 24 nM. The identification of this novel inhibitory scaffold illustrates the applicability of pharmacophore-based modeling for the discovery of GCPII-specific inhibitors.
谷氨酸羧肽酶 II(GCPII)是一种与神经疾病和前列腺肿瘤学相关的金属蛋白酶。虽然存在几类强效的 GCPII 特异性抑制剂,但开发具有不同药理学特性的新型有效支架仍然是一个挑战。虚拟筛选结合 测试是发现新型活性化合物的有效手段。基于一组已知的 GCPII 选择性配体,创建了基于结构和基于配体的药效团模型。这些模型用于 SPECS 化合物库(约 209,000 种化合物)的虚拟筛选。进一步对 50 种得分最高的虚拟命中化合物进行实验,以测试它们抑制 GCPII 酶活性的能力。发现有 6 个命中化合物具有中等至高抑制效力,最佳虚拟命中化合物是一种改良的呫吨,其抑制 GCPII 的 IC 值为 353±24 nM。这种新型抑制支架的鉴定说明了基于药效团的建模在发现 GCPII 特异性抑制剂方面的适用性。