Chaudhary Meenakshi, Singh Vineeta, Anvikar Anup R, Sahi Shakti
School of Biotechnology, Gautam Buddha University, Greater Noida, 201312, India.
Curr Comput Aided Drug Des. 2016;12(4):282-293. doi: 10.2174/1573409912666160722111053.
Plasmodium falciparum leucyl aminopeptidase (PfA-M17) regulates the intracellular pool of amino acids required for the growth and development of parasites. Thus, PfA-M17 is a promising target for anti-malarial drug development.
In the present study, structure-based drug design was used to identify novel PfA-M17 inhibitors, which were subsequently validated by in vitro PfA-M17 and human LAP3 enzyme inhibition assay. A library of 3,147,882 compounds was screened using receptor-based virtual screening against the active site of PfA-M17, and three levels of accuracy were used: high-throughput virtual screening, gridbased ligand docking with energetics (Glide standard precision) and Glide extra precision.
Seventeen screened compounds were selected and tested in the rPfA-M17 enzyme inhibition assay. Of these nine compounds were found to be effective inhibitors. To test the target activity, all nine PfA-M17 inhibitors were tested against rhLAP3, the human homolog of PfA-M17. One compound (compound 2) was found to be moderately effective against PfA-M17 (Ki = 287 μM) with limited inhibitory activity against hLAP3 (Ki of 4,464 μM). Subsequently, induced fit docking and pharmacophore modelling were used to further understand more precise ligand-protein interactions in the protein-inhibitor complexes.
Among the 9 effective PfA-M17 inhibitors, 5 compounds were found effective in the P. falciparum schizont maturation inhibition (SMI) assay. A good correlation (r =0.83) was observed between the rPfA-M17 enzyme inhibition concentration and SMI assay.
恶性疟原虫亮氨酰氨肽酶(PfA-M17)调节寄生虫生长和发育所需的细胞内氨基酸库。因此,PfA-M17是抗疟疾药物开发的一个有前景的靶点。
在本研究中,基于结构的药物设计被用于鉴定新型PfA-M17抑制剂,随后通过体外PfA-M17和人LAP3酶抑制试验进行验证。使用基于受体的虚拟筛选针对PfA-M17的活性位点对3147882种化合物的文库进行筛选,并使用了三个准确度水平:高通量虚拟筛选、基于网格的配体对接与能量学(Glide标准精度)和Glide额外精度。
筛选出17种化合物并在重组PfA-M17酶抑制试验中进行测试。其中9种化合物被发现是有效的抑制剂。为了测试靶点活性,所有9种PfA-M17抑制剂都针对PfA-M17的人类同源物rhLAP3进行了测试。发现一种化合物(化合物2)对PfA-M17有中等效力(Ki = 287 μM),对hLAP3的抑制活性有限(Ki为4464 μM)。随后,使用诱导契合对接和药效团建模来进一步了解蛋白质-抑制剂复合物中更精确的配体-蛋白质相互作用。
在9种有效的PfA-M17抑制剂中,发现5种化合物在恶性疟原虫裂殖体成熟抑制(SMI)试验中有效。在重组PfA-M17酶抑制浓度和SMI试验之间观察到良好的相关性(r = 0.83)。