Israt Jahan Asha, Shipan Das Gupta, Md Murad Hossain, Md Nur Islam, Nurun Nahar Akter, Mohammed Mafizul Islam, Shuvo Chandra Das, Dhirendra Nath Barman
{"title":"脑膜炎奈瑟菌假想蛋白(PBJ89160.1)的硅学特性分析为营养毒性和分子对接揭示治疗靶点提供了新的视角。","authors":"Israt Jahan Asha, Shipan Das Gupta, Md Murad Hossain, Md Nur Islam, Nurun Nahar Akter, Mohammed Mafizul Islam, Shuvo Chandra Das, Dhirendra Nath Barman","doi":"10.1177/11769343241298307","DOIUrl":null,"url":null,"abstract":"<p><strong>Objective: </strong><i>Neisseria meningitidis</i> is an encapsulated, diplococcus, kidney bean-shaped bacteria that causes bacterial meningitis. Our study hopes to advance our understanding of disease progression, the spread frequency of the bacteria in people, and the interactions between the bacteria and human body by identifying a functional protein, potentially serving as a target for meningococcal medicine in the future.</p><p><strong>Methods: </strong>A hypothetical protein HP (PBJ89160.1) from <i>N.</i> <i>meningitidis</i> was employed in this study for extensive structural and functional characterization. In the predictive functional role of HP, several constitutive bioinformatics approaches are applied, such as prediction of physiological properties, domain and motif family function, secondary and tertiary structure prediction, energy minimization, quality validation, docking, and ADMET analysis. To create the protein's three-dimensional (3D) structure, a template protein (PDB_ID: 3GXA) is used with 99% sequence identity by homology modeling technique with the HHpred server. To mitigate the pathogenicity associated with the HP function, it was docked with the natural ligand methionine and five other drug compounds like Verapamil, Loperamide, Thioridazine, Chlorpromazine, and Auranofine.</p><p><strong>Results: </strong>The protein is predicted to be acidic, soluble and hydrophilic by physicochemical properties analysis. Subcellular localization analysis demonstrated the protein to be periplasmic. The HP has an ATP-binding cassette transporter (also known as ABC transporter) involved in uptake of methionine (MetQ) that creates nutritional virulence in host. Energy minimization, multiple quality assessments, and validation value determination led to the conclusion that the HP model had a workable and acceptable quality. Following ADMET analysis and binding affinity assessments from the docking studies, Loperamide emerged as the most promising therapeutic compound, effectively inhibiting the ATP transporter activity of the HP.</p><p><strong>Conclusion: </strong>Comparative genomic analysis revealed that this protein is specific to <i>N. meningitidis</i> and has no homologs in human proteins, thereby identifying it as a potential target for therapeutic intervention.</p>","PeriodicalId":50472,"journal":{"name":"Evolutionary Bioinformatics","volume":"20 ","pages":"11769343241298307"},"PeriodicalIF":1.7000,"publicationDate":"2024-11-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11555745/pdf/","citationCount":"0","resultStr":"{\"title\":\"<i>In silico</i> Characterization of a Hypothetical Protein (PBJ89160.1) from <i>Neisseria meningitidis</i> Exhibits a New Insight on Nutritional Virulence and Molecular Docking to Uncover a Therapeutic Target.\",\"authors\":\"Israt Jahan Asha, Shipan Das Gupta, Md Murad Hossain, Md Nur Islam, Nurun Nahar Akter, Mohammed Mafizul Islam, Shuvo Chandra Das, Dhirendra Nath Barman\",\"doi\":\"10.1177/11769343241298307\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Objective: </strong><i>Neisseria meningitidis</i> is an encapsulated, diplococcus, kidney bean-shaped bacteria that causes bacterial meningitis. Our study hopes to advance our understanding of disease progression, the spread frequency of the bacteria in people, and the interactions between the bacteria and human body by identifying a functional protein, potentially serving as a target for meningococcal medicine in the future.</p><p><strong>Methods: </strong>A hypothetical protein HP (PBJ89160.1) from <i>N.</i> <i>meningitidis</i> was employed in this study for extensive structural and functional characterization. In the predictive functional role of HP, several constitutive bioinformatics approaches are applied, such as prediction of physiological properties, domain and motif family function, secondary and tertiary structure prediction, energy minimization, quality validation, docking, and ADMET analysis. To create the protein's three-dimensional (3D) structure, a template protein (PDB_ID: 3GXA) is used with 99% sequence identity by homology modeling technique with the HHpred server. To mitigate the pathogenicity associated with the HP function, it was docked with the natural ligand methionine and five other drug compounds like Verapamil, Loperamide, Thioridazine, Chlorpromazine, and Auranofine.</p><p><strong>Results: </strong>The protein is predicted to be acidic, soluble and hydrophilic by physicochemical properties analysis. Subcellular localization analysis demonstrated the protein to be periplasmic. The HP has an ATP-binding cassette transporter (also known as ABC transporter) involved in uptake of methionine (MetQ) that creates nutritional virulence in host. Energy minimization, multiple quality assessments, and validation value determination led to the conclusion that the HP model had a workable and acceptable quality. Following ADMET analysis and binding affinity assessments from the docking studies, Loperamide emerged as the most promising therapeutic compound, effectively inhibiting the ATP transporter activity of the HP.</p><p><strong>Conclusion: </strong>Comparative genomic analysis revealed that this protein is specific to <i>N. meningitidis</i> and has no homologs in human proteins, thereby identifying it as a potential target for therapeutic intervention.</p>\",\"PeriodicalId\":50472,\"journal\":{\"name\":\"Evolutionary Bioinformatics\",\"volume\":\"20 \",\"pages\":\"11769343241298307\"},\"PeriodicalIF\":1.7000,\"publicationDate\":\"2024-11-11\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11555745/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Evolutionary Bioinformatics\",\"FirstCategoryId\":\"99\",\"ListUrlMain\":\"https://doi.org/10.1177/11769343241298307\",\"RegionNum\":4,\"RegionCategory\":\"生物学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2024/1/1 0:00:00\",\"PubModel\":\"eCollection\",\"JCR\":\"Q4\",\"JCRName\":\"EVOLUTIONARY BIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Evolutionary Bioinformatics","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.1177/11769343241298307","RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/1/1 0:00:00","PubModel":"eCollection","JCR":"Q4","JCRName":"EVOLUTIONARY BIOLOGY","Score":null,"Total":0}
引用次数: 0
摘要
目的:脑膜炎奈瑟菌(Neisseria meningitidis)是一种包囊双球菌,呈芸豆状,可引起细菌性脑膜炎。我们的研究希望通过鉴定一种功能性蛋白质,促进我们对疾病进展、细菌在人体内的传播频率以及细菌与人体之间相互作用的了解,从而有可能成为未来脑膜炎球菌药物的靶点:方法:本研究利用脑膜炎球菌的假定蛋白 HP(PBJ89160.1)进行了广泛的结构和功能表征。在预测 HP 的功能作用时,应用了多种构成性生物信息学方法,如生理特性预测、结构域和主题族功能预测、二级和三级结构预测、能量最小化、质量验证、对接和 ADMET 分析。为了创建蛋白质的三维(3D)结构,利用 HHpred 服务器的同源建模技术,使用了序列同一性为 99% 的模板蛋白质(PDB_ID:3GXA)。为了减轻与 HP 功能相关的致病性,该蛋白与天然配体蛋氨酸和其他五种药物化合物(如维拉帕米、洛哌丁胺、硫利达嗪、氯丙嗪和奥拉诺芬)进行了对接:通过理化性质分析,预测该蛋白质呈酸性、可溶性和亲水性。亚细胞定位分析表明该蛋白质具有围质粒性。HP 有一个 ATP 结合盒转运体(又称 ABC 转运体),参与摄取蛋氨酸(MetQ),从而在宿主体内产生营养毒力。通过能量最小化、多重质量评估和验证值确定,最终得出结论:HP 模型具有可行且可接受的质量。经过 ADMET 分析和对接研究的结合亲和力评估,洛哌丁胺成为最有希望的治疗化合物,它能有效抑制 HP 的 ATP 转运活性:比较基因组分析表明,这种蛋白质是脑膜炎奈瑟氏菌特有的,在人类蛋白质中没有同源物,因此被确定为潜在的治疗靶点。
In silico Characterization of a Hypothetical Protein (PBJ89160.1) from Neisseria meningitidis Exhibits a New Insight on Nutritional Virulence and Molecular Docking to Uncover a Therapeutic Target.
Objective: Neisseria meningitidis is an encapsulated, diplococcus, kidney bean-shaped bacteria that causes bacterial meningitis. Our study hopes to advance our understanding of disease progression, the spread frequency of the bacteria in people, and the interactions between the bacteria and human body by identifying a functional protein, potentially serving as a target for meningococcal medicine in the future.
Methods: A hypothetical protein HP (PBJ89160.1) from N.meningitidis was employed in this study for extensive structural and functional characterization. In the predictive functional role of HP, several constitutive bioinformatics approaches are applied, such as prediction of physiological properties, domain and motif family function, secondary and tertiary structure prediction, energy minimization, quality validation, docking, and ADMET analysis. To create the protein's three-dimensional (3D) structure, a template protein (PDB_ID: 3GXA) is used with 99% sequence identity by homology modeling technique with the HHpred server. To mitigate the pathogenicity associated with the HP function, it was docked with the natural ligand methionine and five other drug compounds like Verapamil, Loperamide, Thioridazine, Chlorpromazine, and Auranofine.
Results: The protein is predicted to be acidic, soluble and hydrophilic by physicochemical properties analysis. Subcellular localization analysis demonstrated the protein to be periplasmic. The HP has an ATP-binding cassette transporter (also known as ABC transporter) involved in uptake of methionine (MetQ) that creates nutritional virulence in host. Energy minimization, multiple quality assessments, and validation value determination led to the conclusion that the HP model had a workable and acceptable quality. Following ADMET analysis and binding affinity assessments from the docking studies, Loperamide emerged as the most promising therapeutic compound, effectively inhibiting the ATP transporter activity of the HP.
Conclusion: Comparative genomic analysis revealed that this protein is specific to N. meningitidis and has no homologs in human proteins, thereby identifying it as a potential target for therapeutic intervention.
期刊介绍:
Evolutionary Bioinformatics is an open access, peer reviewed international journal focusing on evolutionary bioinformatics. The journal aims to support understanding of organismal form and function through use of molecular, genetic, genomic and proteomic data by giving due consideration to its evolutionary context.