鉴定Pfmrk抑制剂作为潜在抗疟药的药物再利用方法:计算机分析

Abhishek Sahu, Tanuj Handa, Debanjan Kundu
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摘要

疟疾是一个主要的全球健康问题,主要原因是对目前大多数抗疟疾药物出现耐药性。这一紧迫问题要求发现新的抗疟药,以对抗不断升级的耐药性。恶性疟原虫中发现的细胞周期蛋白依赖性激酶(CDK)样蛋白Pfmrk在调节细胞增殖中起着至关重要的作用,其序列与人类对应的hCDK7同源性为36.28%。Pfmrk与plasmodial cyclin (Pfcyc-1)形成复合物,刺激激酶活性。来自恶性疟原虫的Pfcyc-1序列与人类周期蛋白(cyclin H)同源性最高,以周期蛋白依赖的方式结合并激活Pfmrk。这一发现首次表明细胞周期蛋白亚基可能以类似的方式调节人类和疟原虫的CDKs。在这项研究中,我们进行了分子对接和模拟分析,以研究Pfmrk与从ZINC15数据库中检索到的fda批准的药物之间的相互作用。排名前五的药物& &;鲁拉西酮、Vorapaxar、Donovex、Alvesco和Orap;根据它们的结合能进行筛选,最佳对接分数在- 8 kcal/mol到- 12 kcal/mol之间。此外,通过100纳秒的分子动力学模拟评估显示,鲁拉西酮具有最高的结合亲和力(- 105.90 +)。57.72 kJ/mol),其次是Donovex (- 92.877 kJ/mol;17.872焦每摩尔)。它们与Pfmrk活性位点的氨基酸残基表现出稳定的相互作用。结果表明,鲁拉西酮和Donovex具有抗疟疾的潜力,可以作为有前途的Pfmrk抑制剂。此外,基于这些发现的新药物的开发保证了随后的体外研究。
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Drug repurposing approach for identifying Pfmrk inhibitors as potential antimalarial agents: An in silico analysis
Malaria represents a major global health concern, primarily due to the emergence of resistance against most currently available antimalarial drugs. This pressing issue necessitates the discovery of novel antimalarial agents to combat the escalating resistance. A cyclin-dependent kinase (CDK)-like protein, Pfmrk, found in Plasmodium falciparum, plays a crucial role in regulating cell proliferation and exhibits a 36.28% sequence homology with its human counterpart hCDK7. Pfmrk forms a complex with plasmodial cyclin (Pfcyc-1) and stimulates kinase activity. Pfcyc-1 from P. falciparum, with the highest sequence homology to human cyclin (cyclin H), binds and activates Pfmrk in a cyclin-dependent manner. This discovery provides the first indication that cyclin subunits may regulate both human and plasmodial CDKs in a similar fashion. In this study, we conducted molecular docking and simulation analysis to investigate the interaction between Pfmrk and a selection of the FDA-approved drugs retrieved from the ZINC15 database. The top five drugs – Lurasidone, Vorapaxar, Donovex, Alvesco, and Orap – were screened based on their binding energies, with the best-docked scores ranging between −8 kcal/mol and −12 kcal/mol. Further, evaluation through molecular dynamics simulations for 100 nanoseconds revealed that Lurasidone exhibited the highest binding affinity (−105.90 ± 57.72 kJ/mol) followed by Donovex (−92.877 ± 17.872 kJ/mol). They exhibited stable interactions with the amino acid residues located in the active site of Pfmrk. The results of the in silico investigation indicate that Lurasidone and Donovex exhibit antimalarial potential and could serve as promising Pfmrk inhibitors. Further, development of new drugs based on these findings warrants subsequent in vitro studies.
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