Nema Shrikant, Verma Kanika, Mani Ashutosh, Maurya Neha Shree, Tiwari Archana, Bharti Praveen Kumar
Division of Vector-Borne Diseases, ICMR-National Institute of Research in Tribal Health, Jabalpur 482 003, Madhya Pradesh, India.
School of Biotechnology, Rajiv Gandhi Proudyogiki Vishwavidyalaya (State Technological University of Madhya Pradesh), Bhopal 462 023, Madhya Pradesh, India.
BioTech (Basel). 2022 Nov 30;11(4):54. doi: 10.3390/biotech11040054.
Falcipain-2 (FP-2) is one of the main haemoglobinase of which is an important molecular target for the treatment of malaria. In this study, we have screened alkaloids to identify potential inhibitors against FP-2 since alkaloids possess great potential as anti-malarial agents. A total of 340 alkaloids were considered for the study using a series of computational pipelines. Initially, pharmacokinetics and toxicity risk assessment parameters were applied to screen compounds. Subsequently, molecular docking algorithms were utilised to understand the binding efficiency of alkaloids against FP-2. Further, oral toxicity prediction was done using the pkCSM tool, and 3D pharmacophore features were analysed using the PharmaGist server. Finally, MD simulation was performed for Artemisinin and the top 3 drug candidates (Noscapine, Reticuline, Aclidinium) based on docking scores to understand the functional impact of the complexes, followed by a binding site interaction residues study. Overall analysis suggests that Noscapine conceded good pharmacokinetics and oral bioavailability properties. Also, it showed better binding efficiency with FP-2 when compared to Artemisinin. Interestingly, structure alignment analysis with artemisinin revealed that Noscapine, Reticuline, and Aclidinium might possess similar biological action. Molecular dynamics and free energy calculations revealed that Noscapine could be a potent antimalarial agent targeting FP-2 that can be used for the treatment of malaria and need to be studied experimentally in the future.
恶性疟原虫蛋白酶-2(FP-2)是主要的血红蛋白酶之一,是治疗疟疾的重要分子靶点。在本研究中,我们筛选了生物碱以鉴定针对FP-2的潜在抑制剂,因为生物碱作为抗疟剂具有巨大潜力。使用一系列计算流程共考虑了340种生物碱用于该研究。首先,应用药代动力学和毒性风险评估参数来筛选化合物。随后,利用分子对接算法来了解生物碱与FP-2的结合效率。此外,使用pkCSM工具进行口服毒性预测,并使用PharmaGist服务器分析3D药效团特征。最后,基于对接分数对青蒿素和前3种候选药物(那可丁、网叶番荔枝碱、阿地溴铵)进行分子动力学模拟,以了解复合物的功能影响,随后进行结合位点相互作用残基研究。总体分析表明,那可丁具有良好的药代动力学和口服生物利用度特性。此外,与青蒿素相比,它与FP-2的结合效率更高。有趣的是,与青蒿素的结构比对分析表明,那可丁、网叶番荔枝碱和阿地溴铵可能具有相似的生物学作用。分子动力学和自由能计算表明,那可丁可能是一种靶向FP-2的有效抗疟剂,可用于治疗疟疾,未来需要进行实验研究。