In silico evidence of Remdesivir action in blood coagulation cascade modulation in COVID-19 treatment.

Luis Gustavo Pagliarin, Lucca Miketen de Oliveira, Valentina Nunes Fontoura Dos Anjos, Cristiano de Bem Torquato de Souza, Gabrielle Caroline Peiter, Cinthia Façanha Wendel, Anderson Dillmann Groto, Fabrício Freire de Melo, Kádima Nayara Teixeira
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引用次数: 0

Abstract

Background: Coronavirus disease 2019 (COVID-19) has demonstrated several clinical manifestations which include not only respiratory system issues but also liver, kidney, and other organ injuries. One of these abnormalities is coagulopathies, including thrombosis and disseminated intravascular coagulation. Because of this, the administration of low molecular weight heparin is required for patients that need to be hospitalized. In addition, Remdesivir is an antiviral that was used against Middle East Acute Respiratory Syndrome, Ebola, Acute Respiratory Syndrome, and other diseases, showing satisfactory results on recovery. Besides, there is evidence suggesting that this medication can provide a better prognosis for patients with COVID-19.

Aim: To investigate in silico the interaction between Remdesivir and clotting factors, pursuing a possibility of using it as medicine.

Methods: In this in silico study, the 3D structures of angiotensin-converting enzyme 2 (ACE2), Factor I (fibrinogen), Factor II (prothrombin), Factor III (thromboplastin), Factor V (proaccelerin), Factor VII (proconvertin), Factor VIII (antihemophilic factor A), Factor IX (antihemophilic factor B), Factor X (Stuart-Prower factor), and Factor XI (precursor of thromboplastin (these structures are technically called receptors) were selected from the Protein Data Bank. The structures of the antivirals Remdesivir and Osetalmivir (these structures are called ligands) were selected from the PubChem database, while the structure of Atazanavir was selected from the ZINC database. The software AutoDock Tools (ADT) was used to prepare the receptors for molecular docking. Ions, peptides, water molecules, and other ones were removed from each ligand, and then, hydrogen atoms were added to the structures. The grid box was delimited and calculated using the same software ADT. A physiological environment with pH 7.4 is needed to make the ligands interact with the receptors, and still the software Marvin sketch® (ChemAxon®) was used to forecast the protonation state. To perform molecular docking, ADT and Vina software was connected. Using PyMol® software and Discovery studio® software from BIOVIA, it was possible to analyze the amino acid residues from receptors that were involved in the interactions with the ligands. Ligand tortions, atoms that participated in the interactions, and the type, strength, and duration of the interactions were also analyzed using those software.

Results: Molecular docking analysis showed that Remdesivir and ACE2 had an affinity energy of -8.8 kcal/moL, forming a complex with eight hydrogen bonds involving seven atoms of Remdesivir and five amino acid residues of ACE2. Remdesivir and prothrombin had an interaction with six hydrogen bonds involving atoms of the drug and five amino acid residues of the clotting factor. Similar to that, Remdesivir and thromboplastin presented interactions via seven hydrogen bonds involving five atoms of the drug and four residues of the clotting factor. While Remdesivir and Factor V established a complex with seven hydrogen bonds between six antiviral atoms and six amino acid residues from the factor, and Factor VII connected with the drug by four hydrogen bonds, which involved three atoms of the drug and three residues of amino acids of the factor. The complex between Remdesivir and Factor IX formed an interaction via 11 hydrophilic bonds with seven atoms of the drug and seven residues of the clotting factor, plus one electrostatic bond and three hydrophobic interactions. Factor X and Remdesivir had an affinity energy of -9.6 kcal/moL, and the complex presented 10 hydrogen bonds and 14 different hydrophobic interactions which involved nine atoms of the drug and 16 amino acid residues of the clotting factor. The interaction between Remdesivir and Factor XI formed five hydrogen bonds involving five amino acid residues of the clotting factor and five of the antiviral atoms.

Conclusion: Because of the in silico significant affinity, Remdesivir possibly could act in the severe acute respiratory syndrome coronavirus 2 infection blockade by interacting with ACE2 and concomitantly act in the modulation of the coagulation cascade preventing the hypercoagulable state.

Abstract Image

瑞德西韦在COVID-19治疗中凝血级联调节作用的计算机证据
背景:2019冠状病毒病(COVID-19)表现出多种临床表现,不仅包括呼吸系统问题,还包括肝、肾和其他器官损伤。其中一种异常是凝血功能障碍,包括血栓形成和弥散性血管内凝血。因此,需要住院治疗的患者需要使用低分子肝素。此外,Remdesivir是一种抗病毒药物,用于治疗中东急性呼吸综合征、埃博拉病毒、急性呼吸综合征等疾病,恢复效果令人满意。此外,有证据表明,这种药物可以为COVID-19患者提供更好的预后。目的:通过计算机模拟研究瑞德西韦与凝血因子的相互作用,探讨瑞德西韦作为药物应用的可能性。抗病毒药物Remdesivir和Osetalmivir的结构(这些结构称为配体)从PubChem数据库中选择,而Atazanavir的结构从ZINC数据库中选择。利用AutoDock Tools (ADT)软件制备分子对接受体。离子、多肽、水分子和其他分子被从每个配体上移除,然后,氢原子被添加到结构中。网格框的划分和计算使用相同的软件ADT。配体与受体相互作用需要pH 7.4的生理环境,并且仍然使用软件Marvin sketch®(ChemAxon®)来预测质子化状态。通过ADT和Vina软件进行分子对接。使用BIOVIA的PyMol®软件和Discovery studio®软件,可以分析参与与配体相互作用的受体氨基酸残基。配体扭曲、参与相互作用的原子、相互作用的类型、强度和持续时间也使用这些软件进行了分析。结果:分子对接分析表明,雷姆德西韦与ACE2的亲和能为-8.8 kcal/moL,形成了包含7个雷姆德西韦原子和ACE2 5个氨基酸残基的8个氢键配合物。雷姆德西韦和凝血酶原与药物原子和凝血因子的五个氨基酸残基的六个氢键相互作用。与此类似,雷姆德西韦和凝血活素通过7个氢键相互作用,涉及药物的5个原子和凝血因子的4个残基。而Remdesivir和Factor V在6个抗病毒原子和因子的6个氨基酸残基之间建立了7个氢键的复合物,而Factor VII与药物通过4个氢键连接,涉及药物的3个原子和因子的3个氨基酸残基。Remdesivir和Factor IX之间的复合物通过与药物的7个原子和凝血因子的7个残基形成11个亲水性键,加上1个静电键和3个疏水性键形成相互作用。因子X与Remdesivir的亲和能为-9.6 kcal/moL,配合物存在10个氢键和14种不同的疏水相互作用,涉及药物的9个原子和凝血因子的16个氨基酸残基。结论:雷姆德西韦可能通过与ACE2相互作用,阻断严重急性呼吸综合征冠状病毒2型感染,同时调节凝血级联,防止高凝状态。
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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