Evaluation of inhibitory efficacy of plantaricin JK against NSP1 from SARS-CoV-2 by in silico methods

Manisha Mandal , Shyamapada Mandal
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Abstract

SARS-CoV-2 (severe acute respiratory syndrome coronavirus 2), the causative agent of the COVID-19 pandemic, is still a cause of global concern, and therefore, safe and effective treatment is desperately needed. Bacteriocins produced by probiotic microorganisms displayed therapeutic potentiality against infectious diseases, including COVID-19. NSP1 (non-structural protein-1) of SARS-CoV-2 acts as a host translation inhibitor and reduces host immune function, thereby increasing viral pathogenicity and virulence. This information encouraged us to evaluate the inhibitory role of plantaricin JK (Pln-JK) against SARS-CoV-2 NSP1 using in silico methods. Herein, we used PatchMAN and CABS-dock webtools to perform molecular docking between SARS-CoV-2 NSP1 and Pln-JK, which generated NSP1-Pln-JK models. We used a peptide antiviral, peptide 5 (PEP5) as a reference. The top models (based on the lowest binding score and cluster density) of both systems were subjected to predict the binding affinity (ΔG, kcal/mol) and dissociation constant (KD, M) using PRODIGY. Pln-JK had excellent interaction with NSP1 displaying binding affinity of 9.1 kcal/mol and KD value of 2.1 × 10−7. The binding affinity and KD values for NSP1-PEP5 were −7.2 kcal/mol and 4.8 × 10−6 M (for PatchMan complex) and −5.9 kcal/mol and 4.8 × 10−5 M (for CABS-dock complex), respectively. HawkDock-based MM-GBSA binding free energies of CABS-dock and PatchMAN-generated complexes were −59.74 and −77.49 kcal/mol (for NSP1-Pln-JK) and −37.83 and −44.25 kcal/mol (for NSP1-PEP5), respectively. Further, molecular dynamic simulations-based MM-PBSA binding free energy confirmed NSP1-Pln-JK complex (−31.89 ± 0.91 kcal/mol) to be thermodynamically more stable than NSP1-PEP5 complex (−24.94 ± 0.6 kcal/mol). Pln-JK was predicted as non-allergic and non-toxic and thus emerged as a safe and effective molecule to combat SARS-CoV-2 infection. However, preclinical and clinical studies are needed before it can be considered as a prescription drug for the treatment of COVID-19.

Abstract Image

植物皂苷JK对SARS-CoV-2病毒NSP1抑制效果的计算机模拟评价
SARS-CoV-2(严重急性呼吸综合征冠状病毒2)是COVID-19大流行的病原体,仍然是全球关注的问题,因此迫切需要安全有效的治疗方法。益生菌微生物产生的细菌素显示出对包括COVID-19在内的传染病的治疗潜力。SARS-CoV-2的NSP1(非结构蛋白-1)作为宿主翻译抑制剂,降低宿主免疫功能,从而增加病毒的致病性和毒力。这一信息鼓励我们利用计算机方法评估plantaricin JK (Pln-JK)对SARS-CoV-2 NSP1的抑制作用。本文利用PatchMAN和CABS-dock webtools对SARS-CoV-2 NSP1与Pln-JK进行分子对接,生成NSP1-Pln-JK模型。我们使用肽抗病毒,肽5 (PEP5)作为参考。利用PRODIGY软件对两种体系的结合亲和度(ΔG, kcal/mol)和解离常数(KD, M)进行预测。Pln-JK与NSP1具有良好的相互作用,结合亲和力为9.1 kcal/mol, KD值为2.1 × 10−7。NSP1-PEP5的结合亲和力和KD值分别为- 7.2 kcal/mol和4.8 × 10−6 M (PatchMan配合物)和- 5.9 kcal/mol和4.8 × 10−5 M (CABS-dock配合物)。基于hawkdock的CABS-dock和patchman生成的配合物的MM-GBSA结合自由能分别为- 59.74和- 77.49 kcal/mol (NSP1-Pln-JK)和- 37.83和- 44.25 kcal/mol (NSP1-PEP5)。此外,基于分子动力学模拟的MM-PBSA结合自由能证实了NSP1-Pln-JK配合物(- 31.89±0.91 kcal/mol)的热力学稳定性优于NSP1-PEP5配合物(- 24.94±0.6 kcal/mol)。预测Pln-JK无过敏和无毒,因此成为对抗SARS-CoV-2感染的安全有效的分子。但是,在将其作为治疗新冠肺炎的处方药考虑之前,需要进行临床前和临床研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Aspects of molecular medicine
Aspects of molecular medicine Molecular Biology, Molecular Medicine
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