用蛋白酶抑制剂靶向ADA和HIV-1 Nef蛋白:通过分子网络和计算机方法综合管理HIV合并腹部结核的再利用策略

Prabha Thangavelu, Ramasamy Ganesan, Kuduva Gurumoorthy Premkumar, S. Thangavelu, Selvinthanuja Chellappa, L. Vivekanandan, R. Veerasamy, Pradeep Kumar M.R.
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According to current findings, repurposing existing available medications will result in more effective functioning than using newly designed medications.\n\n\n\nBased on this fact, we hypothesised that the PI could be repurposed; we used Food and Drug Administration (FDA)-approved PI drugs to treat HIV co-infected patients with abdominal TB, and a computational study has been conducted.\n\n\n\nThis comprises network analysis models to find their protein drug interaction (PDI) through a search tool for interacting chemicals (STICH) module of Cytoscape network analysis model followed by the screening of these drugs for their ADMET prediction and binding affinity with adenosine deaminase (ADA), a protein responsible for abdominal TB, and the HIV-1 Nef protein, responsible for the regulation of immune function (CD4+).\n\n\n\nThe network analysis showed 13 nearest binding drugs of these proteins of interest. 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引用次数: 0

摘要

背景:HIV和腹部结核合并感染对人类构成世界性的威胁。这是因为有更多的细菌菌株对许多目前可用的药物具有耐药性。根据目前的发现,重新利用现有的可用药物将比使用新设计的药物产生更有效的功能。基于这一事实,我们假设PI可以被重新利用;我们使用美国食品和药物管理局(FDA)批准的PI药物治疗HIV合并腹部结核患者,并进行了计算研究。这包括网络分析模型,通过Cytoscape网络分析模型的相互作用化学物质搜索工具(STICH)模块找到它们的蛋白质药物相互作用(PDI),然后筛选这些药物的ADMET预测和与腺苷脱氨酶(ADA)的结合亲和力,ADA是一种负责腹部TB的蛋白质,HIV-1 Nef蛋白负责调节免疫功能(CD4+)。网络分析显示了13种最接近这些蛋白的结合药物。ADMET研究结果显示,药理学相关参数对PI的结合亲和力、生物利用度和毒性有显著影响。PI对腺苷脱氨酶活性(PDB ID: 1A4M)的前三名分别为利托那韦、替普那韦和阿扎那韦的-23.7919、-23.3529和-22.6773。PI对HIV-1 Nef蛋白活性(PDB ID: 6URI)的前三分分别为:-28.7321,-28.4987和-28.3155,分别为阿扎那韦,替普那韦和西莫普韦。ADA和HIV-1 Nef蛋白的活性位点包括一些氨基酸残基,如替那那vir:芳烃-阳离子相互作用(苯基和吡啶)- Arg B1081和Lys B1033 (1A4M)和芳烃-阳离子相互作用(吡啶和苯基)- Lys D11和Arg D33;侧链受体Thr B40;侧链给体- Asp D30;主链供体- Ala B37 (6URI)。Atazanavir:芳烃-阳离子相互作用(Phenyl)- Lys A254和Lys B1033侧链受体- Arg A251 (1A4M)。因此,从所进行的计算研究中,我们可以获得优化PI的分子选择性的提示,通过fda批准的PI的再利用策略,为有效治疗艾滋病和腹部结核病的合并症提供新化合物的设计帮助。然而,进一步的药代动力学、药效学、临床前和临床研究允许设计没有不良相互作用的新药。
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Targeting ADA and HIV-1 Nef Protein with Protease Inhibitors: a Repurposing Strategy through Molecular Networking and an in silico Approach for Integrated Management of HIV Co-infected with Abdominal Tuberculosis
Background: The co-infection of HIV and abdominal TB poses a worldwide danger to humanity. This is because there are more strains of bacteria that are resistant to many classes of currently available medications. According to current findings, repurposing existing available medications will result in more effective functioning than using newly designed medications. Based on this fact, we hypothesised that the PI could be repurposed; we used Food and Drug Administration (FDA)-approved PI drugs to treat HIV co-infected patients with abdominal TB, and a computational study has been conducted. This comprises network analysis models to find their protein drug interaction (PDI) through a search tool for interacting chemicals (STICH) module of Cytoscape network analysis model followed by the screening of these drugs for their ADMET prediction and binding affinity with adenosine deaminase (ADA), a protein responsible for abdominal TB, and the HIV-1 Nef protein, responsible for the regulation of immune function (CD4+). The network analysis showed 13 nearest binding drugs of these proteins of interest. The ADMET study result showed the pharmacologically relevant parameters that have a significant effect on the binding affinity, bioavailability, and toxicity of PI. The top three scores achieved by PI against adenosine deaminase enzyme activity (PDB ID: 1A4M) are viz., -23.7919, -23.3529, and -22.6773 for Ritonavir, Tipranavir, and Atazanavir, respectively. The top three scores achieved by PI against HIV-1 Nef protein activity (PDB ID: 6URI) are viz., -28.7321, -28.4987, and -28.3155 for Atazanavir, Tipranavir, and Simeprevir, respectively. The active site of ADA and HIV-1 Nef proteins comprises amino acid residues such as for Tipranavir: Arene-Cation interaction (Phenyl and Pyridine)- Arg B1081, and Lys B1033 (1A4M) and Arene-Cation interaction (Pyridine and Phenyl)- Lys D11 and Arg D33; Sidechain acceptor Thr B40; Sidechain donor- Asp D30; Backbone donor- Ala B37 (6URI). Atazanavir: Arene-Cation interaction (Phenyl)- Lys A254 and Lys B1033; Sidechain acceptor - Arg A251 (1A4M). Thus, from the computational studies carried out, we could obtain hints for optimising the molecular selectivity of the PI to provide help in the design of new compounds via the repurposing strategy of the FDA-approved PI for effective treatment of co-morbidity with HIV and abdominal TB. However, further pharmacokinetics, pharmacodynamics, preclinical, and clinical studies permit the design of the new agents without undesirable interactions.
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