Department of Chemistry, Duke University, 124 Science Drive, Durham, NC, 27708, USA.
Department of Molecular Genetics and Microbiology, Duke University Medical Center, 213 Research Drive, Durham, NC, 27710, USA.
ChemMedChem. 2018 Dec 6;13(23):2479-2483. doi: 10.1002/cmdc.201800625. Epub 2018 Nov 8.
An in silico screen of 350 000 commercially available compounds was conducted with an unbiased approach to identify potential malaria inhibitors that bind to the Plasmodium falciparum protein kinase 5 (PfPK5) ATP-binding site. PfPK5 is a cyclin-dependent kinase-like protein with high sequence similarity to human cyclin-dependent kinase 2 (HsCDK2), but its precise role in cell-cycle regulation remains unclear. After two-dimensional fingerprinting of the top scoring compounds, 182 candidates were prioritized for biochemical testing based on their structural diversity. Evaluation of these compounds demonstrated that 135 bound to PfPK5 to a similar degree or better than known PfPK5 inhibitors, confirming that the library was enriched with PfPK5-binding compounds. A previously reported triazolodiamine HsCDK2 inhibitor and the screening hit 4-methylumbelliferone were each selected for an analogue study. The results of this study highlight the difficult balance between optimization of PfPK5 affinity and binding selectivity for PfPK5 over its closest human homologue HsCDK2. Our approach enabled the discovery of several new PfPK5-binding compounds from a modest screening campaign and revealed the first scaffold to have improved PfPK5/HsCDK2 selectivity. These steps are critical for the development of PfPK5-targeting probes for functional studies and antimalarials with decreased risks of host toxicity.
采用无偏方法对 35 万种商业上可获得的化合物进行了计算机筛选,以鉴定潜在的与恶性疟原虫蛋白激酶 5(PfPK5)ATP 结合位点结合的疟疾抑制剂。PfPK5 是一种与人类细胞周期蛋白依赖性激酶 2(HsCDK2)具有高度序列相似性的细胞周期蛋白依赖性激酶样蛋白,但它在细胞周期调控中的确切作用尚不清楚。对排名靠前的化合物进行二维指纹分析后,根据其结构多样性,确定了 182 个候选化合物进行生化测试。对这些化合物的评估表明,有 135 种化合物与 PfPK5 的结合程度与已知的 PfPK5 抑制剂相当或更好,这证实了文库中富含与 PfPK5 结合的化合物。先前报道的三唑并二胺 HsCDK2 抑制剂和筛选命中化合物 4-甲基伞形酮均被选为类似物研究。该研究的结果突出了优化 PfPK5 亲和力和结合选择性之间的艰难平衡,即对 PfPK5 相对于其最接近的人类同源物 HsCDK2 的选择性。我们的方法能够从适度的筛选活动中发现几种新的 PfPK5 结合化合物,并揭示了第一个具有改善的 PfPK5/HsCDK2 选择性的支架。这些步骤对于开发 PfPK5 靶向探针进行功能研究以及降低宿主毒性风险的抗疟药物至关重要。