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Structural and Biochemical Studies on Klebsiella Pneumoniae Enoyl-ACP Reductase (FabI) Suggest Flexible Substrate Binding Site 肺炎克雷伯氏菌烯酰-ACP 还原酶(FabI)的结构和生化研究表明底物结合位点灵活。
IF 1.9 4区 生物学 Q4 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2023-12-21 DOI: 10.1007/s10930-023-10176-8
Soumya Biswas, Anupam Patra, Prajita Paul, Namrata Misra, Gajraj Singh Kushwaha, Mrutyunjay Suar

Klebsiella pneumoniae, a bacterial pathogen infamous for antibiotic resistance, is included in the priority list of pathogens by various public health organizations due to its extraordinary ability to develop multidrug resistance. Bacterial fatty acid biosynthesis pathway-II (FAS-II) has been considered a therapeutic drug target for antibacterial drug discovery. Inhibition of FAS-II enzyme, enoyl-acyl carrier protein reductase, FabI, not only inhibits bacterial infections but also reverses antibiotic resistance. Here, we characterized Klebsiella pneumoniae FabI (KpFabI) using complementary experimental approaches including, biochemical, x-ray crystallography, and molecular dynamics simulation studies. Biophysical studies shows that KpFabI organizes as a tetramer molecular assembly in solution as well as in the crystal structure. Enzyme kinetics studies reveal a distinct catalytic property towards crotonyl CoA and reducing cofactor NADH. Michaelis-Menten constant (Km) values of substrates show that KpFabI has higher preference towards NADH as compared to crotonyl CoA. The crystal structure of tetrameric apo KpFabI folds into a classic Rossman fold in which β-strands are sandwiched between α-helices. A highly flexible substrate binding region is located toward the interior of the tetrameric assembly. Thermal stability assay on KpFabI with its substrate shows that the flexibility is primarily stabilized by cofactor NADH. Moreover, the molecular dynamics further supports that KpFabI has highly flexible regions at the substrate binding site. Together, these findings provide evidence for highly dynamic substrate binding sites in KpFabI, therefore, this information will be vital for specific inhibitors discovery targeting Klebsiella pneumoniae.

肺炎克雷伯氏菌(Klebsiella pneumoniae)是一种以抗生素耐药性而臭名昭著的细菌病原体,由于其发展多种药物耐药性的非凡能力,被各种公共卫生组织列入优先病原体名单。细菌脂肪酸生物合成途径-II(FAS-II)一直被认为是抗菌药物研发的治疗靶点。抑制 FAS-II 酶--烯酰-酰基载体蛋白还原酶 FabI,不仅能抑制细菌感染,还能逆转抗生素耐药性。在此,我们采用互补实验方法,包括生物化学、X 射线晶体学和分子动力学模拟研究,对肺炎克雷伯菌 FabI(KpFabI)进行了表征。生物物理研究表明,KpFabI 在溶液和晶体结构中都以四聚体分子组装的形式存在。酶动力学研究表明,KpFabI 对巴豆酰 CoA 和还原性辅助因子 NADH 具有独特的催化特性。底物的迈克尔斯-门顿常数(Km)值表明,与巴豆基 CoA 相比,KpFabI 对 NADH 的偏好更高。四聚体 apo KpFabI 的晶体结构折叠成典型的罗斯曼折叠,其中 β 链夹在α 螺旋之间。高度灵活的底物结合区位于四聚体组装的内部。KpFabI 与底物的热稳定性分析表明,这种灵活性主要是由辅助因子 NADH 稳定的。此外,分子动力学研究进一步证实,KpFabI 在底物结合位点具有高度柔性区域。这些发现共同证明了 KpFabI 底物结合位点的高度动态性,因此,这些信息对于发现针对肺炎克雷伯氏菌的特异性抑制剂至关重要。
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引用次数: 0
Significance of Sequence Features in Classification of Protein–Protein Interactions Using Machine Learning 利用机器学习对蛋白质-蛋白质相互作用进行分类时序列特征的重要性
IF 3 4区 生物学 Q4 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2023-12-19 DOI: 10.1007/s10930-023-10168-8

Abstract

Protein–protein interactions are crucial for the entry of viruses into the cell. Understanding the mechanism of interactions is essential in studying human-virus association, developing new biologics and drug candidates, as well as viral infections and antiviral responses. Experimental methods to analyze human-virus protein–protein interactions based on protein sequence data are time-consuming and labor-intensive, so machine learning models are being developed to predict interactions and determine large-scale interactomes between species. The present work highlights the importance of sequence features in classifying interacting and non-interacting proteins from the protein sequence data. Higher dimensional amino acid sequence features such as Amino Acid Composition (AAC), Dipeptide Composition (DPC), Grouped Amino Acid Composition (GAAC), Pseudo-Amino Acid Composition (PAAC) etc., are extracted. Following feature extraction, three datasets were created: Dataset 1 contains all of the extracted features. While Datasets 2 and 3 contain the most relevant features obtained through dimensionality reduction. To analyze the importance of high-dimensional features and their participation in protein–protein interactions, a random forest classifier is trained on three datasets. With dimensionality reduction, the model exhibited exceptional accuracy, indicating that dimensionality reduction fails to capture the complexity of interactions and the underlying relationships between human and viral proteins. As a result of retaining high-dimensional features, it is possible to capture all the characteristics of protein–protein interactions that resemble host–pathogen associations, leading to the development of biologically meaningful models. Our proposed approach is a more realistic and comprehensive classification model, leading to deeper insights and better applications in virology and drug development.

摘要 蛋白质与蛋白质之间的相互作用是病毒进入细胞的关键。了解相互作用的机制对于研究人类与病毒的关联、开发新的生物制剂和候选药物以及病毒感染和抗病毒反应至关重要。基于蛋白质序列数据分析人类-病毒蛋白质-蛋白质相互作用的实验方法耗时耗力,因此人们正在开发机器学习模型来预测相互作用并确定物种间的大规模相互作用组。本研究强调了序列特征在从蛋白质序列数据中对相互作用和非相互作用蛋白质进行分类方面的重要性。本研究提取了氨基酸组成(AAC)、二肽组成(DPC)、成组氨基酸组成(GAAC)、假氨基酸组成(PAAC)等高维氨基酸序列特征。特征提取后,创建了三个数据集:数据集 1 包含所有提取的特征。数据集 2 和 3 包含通过降维获得的最相关特征。为了分析高维特征的重要性及其在蛋白质-蛋白质相互作用中的参与情况,在三个数据集上训练了随机森林分类器。通过降维,模型表现出了极高的准确性,这表明降维无法捕捉到人类和病毒蛋白质之间相互作用的复杂性和潜在关系。由于保留了高维特征,因此有可能捕捉到与宿主-病原体关联类似的蛋白质-蛋白质相互作用的所有特征,从而开发出具有生物学意义的模型。我们提出的方法是一种更现实、更全面的分类模型,能为病毒学和药物开发带来更深刻的见解和更好的应用。
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引用次数: 0
Significance of Sequence Features in Classification of Protein–Protein Interactions Using Machine Learning 利用机器学习对蛋白质-蛋白质相互作用进行分类时序列特征的重要性。
IF 1.9 4区 生物学 Q4 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2023-12-19 DOI: 10.1007/s10930-023-10168-8
Sini S. Raj, S. S. Vinod Chandra

Protein–protein interactions are crucial for the entry of viruses into the cell. Understanding the mechanism of interactions is essential in studying human-virus association, developing new biologics and drug candidates, as well as viral infections and antiviral responses. Experimental methods to analyze human-virus protein–protein interactions based on protein sequence data are time-consuming and labor-intensive, so machine learning models are being developed to predict interactions and determine large-scale interactomes between species. The present work highlights the importance of sequence features in classifying interacting and non-interacting proteins from the protein sequence data. Higher dimensional amino acid sequence features such as Amino Acid Composition (AAC), Dipeptide Composition (DPC), Grouped Amino Acid Composition (GAAC), Pseudo-Amino Acid Composition (PAAC) etc., are extracted. Following feature extraction, three datasets were created: Dataset 1 contains all of the extracted features. While Datasets 2 and 3 contain the most relevant features obtained through dimensionality reduction. To analyze the importance of high-dimensional features and their participation in protein–protein interactions, a random forest classifier is trained on three datasets. With dimensionality reduction, the model exhibited exceptional accuracy, indicating that dimensionality reduction fails to capture the complexity of interactions and the underlying relationships between human and viral proteins. As a result of retaining high-dimensional features, it is possible to capture all the characteristics of protein–protein interactions that resemble host–pathogen associations, leading to the development of biologically meaningful models. Our proposed approach is a more realistic and comprehensive classification model, leading to deeper insights and better applications in virology and drug development.

蛋白质与蛋白质之间的相互作用对病毒进入细胞至关重要。了解相互作用的机制对于研究人类与病毒的关联、开发新的生物制剂和候选药物以及病毒感染和抗病毒反应至关重要。基于蛋白质序列数据分析人类-病毒蛋白质-蛋白质相互作用的实验方法耗时耗力,因此人们正在开发机器学习模型来预测相互作用并确定物种间的大规模相互作用组。本研究强调了序列特征在从蛋白质序列数据中对相互作用和非相互作用蛋白质进行分类方面的重要性。本研究提取了氨基酸组成(AAC)、二肽组成(DPC)、成组氨基酸组成(GAAC)、假氨基酸组成(PAAC)等高维氨基酸序列特征。特征提取后,创建了三个数据集:数据集 1 包含所有提取的特征。数据集 2 和 3 包含通过降维获得的最相关特征。为了分析高维特征的重要性及其在蛋白质-蛋白质相互作用中的参与情况,在三个数据集上训练了随机森林分类器。通过降维,模型表现出了极高的准确性,这表明降维无法捕捉到人类和病毒蛋白质之间相互作用的复杂性和潜在关系。由于保留了高维特征,因此有可能捕捉到与宿主-病原体关联类似的蛋白质-蛋白质相互作用的所有特征,从而开发出具有生物学意义的模型。我们提出的方法是一种更现实、更全面的分类模型,能为病毒学和药物开发带来更深刻的见解和更好的应用。
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引用次数: 0
Role Transformation of HSPA8 to Heme-peroxidase After Binding Hemin to Catalyze Heme Polymerization HSPA8 与血红素结合后转变为血红素过氧化物酶催化血红素聚合的作用
IF 1.9 4区 生物学 Q4 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2023-12-08 DOI: 10.1007/s10930-023-10167-9
Alok Kumar Pandey, Vishal Trivedi

Hemin, a byproduct of hemoglobin degradation, inflicts oxidative insult to cells. Following its accumulation, several proteins are recruited for heme detoxification with heme oxygenase playing the key role. Chaperones play a protective role primarily by preventing protein degradation and unfolding. They also are known to have miscellaneous secondary roles during similar situations. To discover a secondary role of chaperones during heme stress we studied the role of the chaperone HSPA8 in the detoxification of hemin. In-silico studies indicated that HSPA8 has a well-defined biophoric environment to bind hemin. Through optical difference spectroscopy, we found that HSPA8 binds hemin through its N-terminal domain with a Kd value of 5.9 ± 0.04 µM and transforms into a hemoprotein. The hemoprotein was tested for exhibiting peroxidase activity using guaiacol as substrate. The complex formed reacts with H2O2 and exhibits classical peroxidase activity with an ability to oxidize aromatic and halide substrates. HSPA8 is dose-dependently catalyzing heme polymerization through its N-terminal domain. The IR results reveal that the polymer formed exhibits structural similarities to β-hematin suggesting its covalent nature. The polymerization mechanism was tested through optical spectroscopy, spin-trap, and activity inhibition experiments. The results suggest that the polymerization occurs through a peroxidase-H2O2 system involving a one-electron transfer mechanism, and the formation of free radical and radical-radical interaction. It highlights a possible role of the HSPA8-hemin complex in exhibiting cytoprotective function during pathological conditions like malaria, sickle cell disease, etc.

血红素是血红蛋白降解的副产品,会对细胞造成氧化损伤。血红素积聚后,几种蛋白质会被招募来进行血红素解毒,其中血红素加氧酶发挥着关键作用。伴侣蛋白主要通过防止蛋白质降解和折叠来发挥保护作用。众所周知,它们在类似情况下也有其他次要作用。为了发现伴侣在血红素应激过程中的次要作用,我们研究了伴侣 HSPA8 在血红素解毒过程中的作用。室内研究表明,HSPA8 有一个定义明确的生物功能环境来结合 hemin。通过光差光谱法,我们发现 HSPA8 通过其 N 端结构域与 hemin 结合,其 Kd 值为 5.9 ± 0.04 µM,并转化为一种血蛋白。我们以愈创木酚为底物,测试了该血蛋白是否具有过氧化物酶活性。形成的复合物与 H2O2 发生反应,表现出典型的过氧化物酶活性,能够氧化芳香族和卤化物底物。HSPA8 通过其 N 端结构域具有剂量依赖性地催化血红素聚合。红外光谱结果显示,形成的聚合物在结构上与 β-血红素相似,表明其具有共价性质。聚合机制通过光学光谱、自旋阱和活性抑制实验进行了检验。结果表明,聚合是通过过氧化物酶-H2O2 系统进行的,其中涉及单电子转移机制,以及自由基和自由基-自由基相互作用的形成。它强调了 HSPA8-hemin 复合物在疟疾、镰状细胞病等病理情况下可能发挥的细胞保护功能。
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引用次数: 0
An ITPA Enzyme with Improved Substrate Selectivity 一种具有更高底物选择性的 ITPA 酶
IF 1.9 4区 生物学 Q4 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2023-12-08 DOI: 10.1007/s10930-023-10162-0
Nicholas E. Burgis, Kandise VanWormer, Devin Robbins, Jonathan Smith

Recent clinical data have identified infant patients with lethal ITPA deficiencies. ITPA is known to modulate ITP concentrations in cells and has a critical function in neural development which is not understood. Polymorphism of the ITPA gene affects outcomes for both ribavirin and thiopurine based therapies and nearly one third of the human population is thought to harbor ITPA polymorphism. In a previous site-directed mutagenesis alanine screen of the ITPA substrate selectivity pocket, we identified the ITPA mutant, E22A, as a gain-of function mutant with enhanced ITP hydrolysis activity. Here we report a rational enzyme engineering experiment to investigate the biochemical properties of position 22 ITPA mutants and find that the E22D ITPA has two- and four-fold improved substrate selectivity for ITP over the canonical purine triphosphates ATP and GTP, respectively, while maintaining biological activity. The novel E22D ITPA should be considered as a platform for further development of ITPA therapies.

最近的临床数据发现,婴儿患者存在致命的 ITPA 缺乏症。据了解,ITPA 可调节细胞中的 ITP 浓度,在神经发育过程中起着至关重要的作用,但这一作用尚不清楚。ITPA 基因的多态性会影响利巴韦林和硫嘌呤类药物的治疗效果,近三分之一的人群被认为存在 ITPA 多态性。在之前对 ITPA 底物选择性口袋进行的定点突变丙氨酸筛选中,我们发现 ITPA 突变体 E22A 是一种功能增益突变体,具有增强的 ITP 水解活性。在这里,我们报告了一项合理的酶工程实验,以研究 ITPA 第 22 位突变体的生化特性,结果发现 E22D ITPA 对 ITP 的底物选择性分别比典型的嘌呤三磷酸 ATP 和 GTP 提高了 2 倍和 4 倍,同时还保持了生物活性。新型 E22D ITPA 应被视为进一步开发 ITPA 疗法的平台。
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引用次数: 0
Methylglyoxal Induced Modifications to Stabilize Therapeutic Proteins: A Review 甲基乙二醛诱导修饰稳定治疗蛋白:综述。
IF 1.9 4区 生物学 Q4 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2023-11-28 DOI: 10.1007/s10930-023-10166-w
Nainika Prashant Kotian, Anusha Prabhu, Tenzin Tender, Hariharapura Raghu Chandrashekar

Therapeutic proteins are potent, fast-acting drugs that are highly effective in treating various conditions. Medicinal protein usage has increased in the past 10 years, and it will evolve further as we better understand disease molecular pathways. However, it is associated with high processing costs, limited stability, difficulty in being administered as an oral medication, and the inability of large proteins to penetrate tissue and reach their target locations. Many methods have been developed to overcome the problems with the stability and chaperone activity of therapeutic proteins, viz., the addition of external agents (changing the properties of the surrounding solvent by using stabilizing excipients, e.g., amino acids, sugars, polyols) and internal agents (chemical modifications that influence its structural properties, e.g., mutations, glycosylation). However, these methods must completely clear protein instability and chaperone issues. There is still much work to be done on finetuning chaperone proteins to increase their biological efficacy and stability. Methylglyoxal (MGO), a potent dicarbonyl compound, reacts with proteins and forms covalent cross-links. Much research on MGO scavengers has been conducted since they are known to alter protein structure, which may result in alterations in biological activity and stability. MGO is naturally produced within our body, however, its impact on chaperones and protein stability needs to be better understood and seems to vary based on concentration. This review highlights the efforts of several research groups on the effect of MGO on various proteins. It also addresses the impact of MGO on a client protein, α-crystallin, to understand the potential solutions to the protein’s chaperone and stability problems.

Graphical Abstract

治疗性蛋白质是一种有效的速效药物,对治疗各种疾病都非常有效。药用蛋白的使用在过去十年中有所增加,随着我们更好地了解疾病的分子途径,它将进一步发展。然而,它的加工成本高,稳定性有限,难以作为口服药物使用,以及大蛋白无法穿透组织并到达目标位置。已经开发了许多方法来克服治疗蛋白的稳定性和伴侣活性问题,即添加外部剂(通过使用稳定赋形剂改变周围溶剂的性质,例如氨基酸、糖、多元醇)和内部剂(影响其结构性质的化学修饰,例如突变、糖基化)。然而,这些方法必须完全清除蛋白质不稳定性和伴侣问题。在微调伴侣蛋白以提高其生物功效和稳定性方面仍有许多工作要做。甲基乙二醛(MGO)是一种有效的二羰基化合物,与蛋白质反应并形成共价交联。由于已知MGO清除剂会改变蛋白质结构,从而可能导致生物活性和稳定性的改变,因此对MGO清除剂进行了大量研究。MGO在我们体内自然产生,然而,它对伴侣和蛋白质稳定性的影响需要更好地理解,并且似乎根据浓度而变化。本文综述了几个研究小组在MGO对各种蛋白质的影响方面所做的努力。它还研究了MGO对客户蛋白α-晶体蛋白的影响,以了解蛋白质伴侣和稳定性问题的潜在解决方案。
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引用次数: 0
Efficient Expression in the Prokaryotic Host System, Purification and Structural Analyses of the Recombinant Human ACE2 Catalytic Subunit as a Hybrid Protein with the B Subunit of Cholera Toxin (CTB-ACE2). 重组人 ACE2 催化亚基与霍乱毒素 B 亚基(CTB-ACE2)杂交蛋白在原核宿主系统中的高效表达、纯化和结构分析。
IF 3 4区 生物学 Q4 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2023-11-28 DOI: 10.21203/rs.3.rs-3121889/v1
M. Ghahramani, Mohammad Bagher Shahsavani, S. H. Khaleghinejad, Ali Niazi, A. Moosavi-Movahedi, Reza Yousefi
Angiotensin-converting enzyme 2 (ACE2) has a specific interaction with the coronavirus spike protein, enabling its entry into human cells. This membrane enzyme converts angiotensin II into angiotensin 1-7, which has an essential role in protecting the heart and improving lung function. Many therapeutic properties have been attributed to the human recombinant ACE2 (hrACE2), especially in combating complications related to diabetes mellitus and hypertension, as well as, preventing the coronavirus from entering the target tissues. In the current study, we designed an appropriate gene construct for the hybrid protein containing the ACE2 catalytic subunit and the B subunit of cholera toxin (CTB-ACE2). This structural feature will probably help the recombinant hybrid protein enter the mucosal tissues, including the lung tissue. Optimization of this hybrid protein expression was investigated in BL21 bacterial host cells. Also, the hybrid protein was identified with an appropriate antibody using the ELISA method. A large amount of the hybrid protein (molecular weight of ~ 100 kDa) was expressed as the inclusion body when the induction was performed in the presence of 0.25 mM IPTG and 1% sucrose for 10 h. Finally, the protein structural features were assessed using several biophysical methods. The fluorescence emission intensity and oligomeric size distribution of the CTB-ACE2 suggested a temperature-dependent alteration. The β-sheet and α-helix were also dominant in the hybrid protein structure, and this protein also displays acceptable chemical stability. In overall, according to our results, the efficient expression and successful purification of the CTB-ACE2 protein may pave the path for its therapeutic applications against diseases such as covid-19, diabetes mellitus and hypertension.
血管紧张素转换酶 2(ACE2)与冠状病毒尖峰蛋白有特殊的相互作用,使其能够进入人体细胞。这种膜酶可将血管紧张素 II 转化为血管紧张素 1-7,后者在保护心脏和改善肺功能方面发挥着重要作用。人重组 ACE2(hrACE2)具有许多治疗特性,特别是在防治糖尿病和高血压相关并发症以及阻止冠状病毒进入靶组织方面。在本研究中,我们设计了一种合适的基因构建体,用于构建含有 ACE2 催化亚基和霍乱毒素 B 亚基的杂交蛋白(CTB-ACE2)。这一结构特征可能有助于重组杂交蛋白进入包括肺组织在内的粘膜组织。研究人员在 BL21 细菌宿主细胞中优化了这种杂交蛋白的表达。此外,还使用 ELISA 方法用适当的抗体对杂交蛋白进行了鉴定。在 0.25 mM IPTG 和 1% 蔗糖存在下诱导 10 小时后,大量杂交蛋白(分子量约为 100 kDa)以包涵体形式表达。CTB-ACE2 的荧光发射强度和寡聚体大小分布表明其变化与温度有关。在杂交蛋白结构中,β-片层和α-螺旋也占主导地位,而且这种蛋白还显示出可接受的化学稳定性。总之,根据我们的研究结果,CTB-ACE2 蛋白的高效表达和成功纯化可能会为其治疗应用铺平道路,如用于治疗covid-19、糖尿病和高血压等疾病。
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引用次数: 0
Efficient Expression in the Prokaryotic Host System, Purification and Structural Analyses of the Recombinant Human ACE2 Catalytic Subunit as a Hybrid Protein with the B Subunit of Cholera Toxin (CTB-ACE2) 重组人ACE2催化亚基与霍乱毒素B亚基杂交蛋白在原核宿主系统中的高效表达、纯化及结构分析
IF 1.9 4区 生物学 Q4 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2023-11-28 DOI: 10.1007/s10930-023-10164-y
Maryam Ghahramani, Mohammad Bagher Shahsavani, Seyed Hossein Khaleghinejad, Ali Niazi, Ali Akbar Moosavi-Movahedi, Reza Yousefi

Angiotensin-converting enzyme 2 (ACE2) has a specific interaction with the coronavirus spike protein, enabling its entry into human cells. This membrane enzyme converts angiotensin II into angiotensin 1–7, which has an essential role in protecting the heart and improving lung function. Many therapeutic properties have been attributed to the human recombinant ACE2 (hrACE2), especially in combating complications related to diabetes mellitus and hypertension, as well as, preventing the coronavirus from entering the target tissues. In the current study, we designed an appropriate gene construct for the hybrid protein containing the ACE2 catalytic subunit and the B subunit of cholera toxin (CTB-ACE2). This structural feature will probably help the recombinant hybrid protein enter the mucosal tissues, including the lung tissue. Optimization of this hybrid protein expression was investigated in BL21 bacterial host cells. Also, the hybrid protein was identified with an appropriate antibody using the ELISA method. A large amount of the hybrid protein (molecular weight of ~ 100 kDa) was expressed as the inclusion body when the induction was performed in the presence of 0.25 mM IPTG and 1% sucrose for 10 h. Finally, the protein structural features were assessed using several biophysical methods. The fluorescence emission intensity and oligomeric size distribution of the CTB-ACE2 suggested a temperature-dependent alteration. The β-sheet and α-helix were also dominant in the hybrid protein structure, and this protein also displays acceptable chemical stability. In overall, according to our results, the efficient expression and successful purification of the CTB-ACE2 protein may pave the path for its therapeutic applications against diseases such as covid-19, diabetes mellitus and hypertension.

Graphical Abstract

血管紧张素转换酶2 (ACE2)与冠状病毒刺突蛋白具有特异性相互作用,使其能够进入人体细胞。这种膜酶将血管紧张素II转化为血管紧张素1-7,对保护心脏和改善肺功能具有重要作用。人类重组ACE2 (hrACE2)具有许多治疗特性,特别是在对抗糖尿病和高血压相关并发症以及防止冠状病毒进入靶组织方面。在本研究中,我们为含有ACE2催化亚基和霍乱毒素B亚基的杂交蛋白(CTB-ACE2)设计了一个合适的基因结构。这种结构特征可能有助于重组杂交蛋白进入粘膜组织,包括肺组织。研究了该杂交蛋白在BL21细菌宿主细胞中的表达优化。用ELISA法对该杂交蛋白进行鉴定。在0.25 mM IPTG和1%蔗糖的作用下诱导10 h后,大量杂交蛋白(分子量约100 kDa)被表达为包涵体。最后,采用多种生物物理方法评估蛋白质的结构特征。CTB-ACE2的荧光发射强度和寡聚体大小分布显示温度依赖性变化。在杂交蛋白的结构中,β-片和α-螺旋也占主导地位,该蛋白也表现出良好的化学稳定性。总之,根据我们的研究结果,CTB-ACE2蛋白的高效表达和成功纯化可能为其在covid-19、糖尿病和高血压等疾病的治疗应用铺平道路。
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引用次数: 0
Repurposing of Strychnine as the Potential Inhibitors of Aldo–keto Reductase Family 1 Members B1 and B10: Computational Modeling and Pharmacokinetic Analysis 马钱子碱作为醛酮还原酶家族1成员B1和B10的潜在抑制剂的再利用:计算建模和药代动力学分析。
IF 1.9 4区 生物学 Q4 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2023-11-08 DOI: 10.1007/s10930-023-10163-z
Muhammad Sarfraz, Mubashir Aziz, Saira Afzal, Pervaiz Ali Channar, Bshra A. Alsfouk, Ghulam Abbas Kandhro, Sidra Hassan, Ahlam Sultan, Asad Hamad, Mosab Arafat, Muhammad Naeem Qaiser, Aftab Ahmed, Farhan Siddique, Syeda Abida Ejaz

AKR1B1 and AKR1B10 are important members of aldo–keto reductase family which plays a significant role in cancer progression by modulating cellular metabolism. These enzymes are involved in various metabolic processes, including the synthesis and metabolism of hormones, detoxification of reactive aldehydes, and the reduction of various endogenous and exogenous compounds. This study aimed to explore the potential of strychnine as an anticancer agent by targeting AKR1B1 and AKR1B10 via drug repurposing approach. To assess the drug-like properties of strychnine, a physiologically based pharmacokinetic (PKPB) model and High Throughput Pharmacokinetics (HTPK) approach were employed. The obtained results fell within the expected range for drug molecules, confirming its suitability for further investigation. Additionally, density functional theory (DFT) studies were conducted to gain insight into the electronic properties contributing to the drug molecule’s reactivity. Building upon the promising DFT results, molecular docking analysis using the AutoDock tool was performed to examine the binding interactions between strychnine and the proposed targets, AKR1B1 and AKR1B10. Findings from the molecular docking studies suggested a higher probability of strychnine acting as an inhibitor of AKR1B1 and AKR1B10 with docking scores of − 30.84 and − 29.36 kJ/mol respectively. To validate the stability of the protein–ligand complex, Molecular Dynamic Simulation (MDS) studies were conducted, revealing the formation of a stable complex between the enzymes and strychnine. This comprehensive approach sheds light on the potential effectiveness of strychnine as a treatment for breast, lung, liver, and pancreatic cancers, as well as related malignancies. The novel insights gained from the physiologically based pharmacokinetic modeling, density functional theory, molecular docking, and molecular dynamics simulations collectively support the prospect of strychnine as a promising molecule for anticancer therapy. Further investigations are warranted to validate these findings and explore the therapeutic potential of strychnine in preclinical and clinical settings.

AKR1B1和AKR1B10是醛缩酮还原酶家族的重要成员,其通过调节细胞代谢在癌症进展中发挥重要作用。这些酶参与各种代谢过程,包括激素的合成和代谢、活性醛的解毒以及各种内源性和外源性化合物的减少。本研究旨在通过药物再利用方法靶向AKR1B1和AKR1B10,探索士的宁作为抗癌剂的潜力。为了评估士的宁的类药物性质,采用了基于生理学的药代动力学(PKPB)模型和高通量药代动力学方法。所获得的结果在药物分子的预期范围内,证实了其适合进一步研究。此外,还进行了密度泛函理论(DFT)研究,以深入了解有助于药物分子反应性的电子性质。基于有希望的DFT结果,使用AutoDock工具进行了分子对接分析,以检查士的宁与所提出的靶标AKR1B1和AKR1B10之间的结合相互作用。分子对接研究结果表明,士的宁作为AKR1B1和AKR1B10抑制剂的可能性更高,对接得分为- 30.84和- 分别为29.36kJ/mol。为了验证蛋白质-配体复合物的稳定性,进行了分子动力学模拟(MDS)研究,揭示了酶和士的宁之间形成稳定的复合物。这一综合方法揭示了士的宁治疗乳腺癌、肺癌、肝癌和胰腺癌以及相关恶性肿瘤的潜在有效性。从基于生理学的药代动力学建模、密度泛函理论、分子对接和分子动力学模拟中获得的新见解共同支持了士的宁作为一种有前景的抗癌分子的前景。需要进一步的研究来验证这些发现,并探索士的宁在临床前和临床环境中的治疗潜力。
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引用次数: 0
Targeting Aminoglycoside Acetyltransferase Activity of Mycobacterium tuberculosis (H37Rv) Derived Eis (Enhanced Intracellular Survival) Protein with Quercetin 槲皮素靶向结核分枝杆菌(H37Rv)衍生的细胞内存活增强蛋白的氨基糖苷乙酰转移酶活性。
IF 1.9 4区 生物学 Q4 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2023-11-06 DOI: 10.1007/s10930-023-10165-x
Logesh Radhakrishnan, Rahul Dani, Irfan Navabshan, Shazia Jamal, Neesar Ahmed

Eis (Enhanced intracellular survival) protein is an aminoglycoside acetyltransferase enzyme classified under the family – GNAT (GCN5-related family of N-acetyltransferases) secreted by Mycobacterium tuberculosis (Mtb). The enzymatic activity of Eis results in the acetylation of kanamycin, thereby impairing the drug’s action. In this study, we expressed and purified recombinant Eis (rEis) to determine the enzymatic activity of Eis and its potential inhibitor. Glide-enhanced precision docking was used to perform molecular docking with chosen ligands. Quercetin was found to interact Eis with a maximum binding affinity of -8.379 kcal/mol as compared to other ligands. Quercetin shows a specific interaction between the positively charged amino acid arginine in Eis and the aromatic ring of quercetin through π-cation interaction. Further, the effect of rEis was studied on the antibiotic activity of kanamycin A in the presence and absence of quercetin. It was observed that the activity of rEis aminoglycoside acetyltransferase decreased with increasing quercetin concentration. The results from the disk diffusion assay confirmed that increasing the concentration of quercetin inhibits the rEis protein activity. In conclusion, quercetin may act as a potential Eis inhibitor.

Eis(Enhanced cellular survival)蛋白是一种氨基糖苷乙酰转移酶,属于结核分枝杆菌(Mtb)分泌的GNAT家族(GCN5相关的N-乙酰转移酶家族)。艾斯的酶活性导致卡那霉素的乙酰化,从而削弱药物的作用。在本研究中,我们表达并纯化了重组Eis(rEis),以测定Eis的酶活性及其潜在的抑制剂。Glide增强精密对接用于与选定的配体进行分子对接。与其他配体相比,槲皮素与Eis相互作用的最大结合亲和力为-8.379 kcal/mol。槲皮素通过π-阳离子相互作用,表现出Eis中带正电荷的氨基酸精氨酸与槲皮素的芳香环之间的特异性相互作用。此外,研究了在槲皮素存在和不存在的情况下,rEis对卡那霉素A的抗生素活性的影响。随着槲皮素浓度的增加,rEis氨基糖苷乙酰转移酶活性降低。来自盘扩散测定的结果证实,增加槲皮素的浓度抑制rEis蛋白活性。总之,槲皮素可能是一种潜在的Eis抑制剂。
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引用次数: 0
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The Protein Journal
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