Serine Endopeptidases

丝氨酸内肽酶
  • 文章类型: Journal Article
    recA基因,编码重组酶A(RecA)是三种结核分枝杆菌(Mtb)基因之一,编码必须从前体宿主蛋白剪接出来以产生功能蛋白的框内插入蛋白序列(intein)。关于内含肽是否仅作为自私的遗传元件起作用或有益于其宿主细胞的持续辩论需要了解内含肽与其宿主之间的相互作用。我们使用Western印迹和启动子报告基因测定的组合测量了环境对Mtb中天然RecA内含素剪接的影响。RecA剪接在暴露于DNA损伤剂或在缺氧下用铜处理的细菌中受到刺激,但不是常氧,条件。剪接的RecA由Mtb蛋白酶体处理,而游离内含肽被其他未知机制有效降解。在Mtb中未观察到未剪接的前体蛋白,尽管其在大肠杆菌内的MtbrecA的异位表达期间积累。令人惊讶的是,Mtb在某些条件下产生游离N-extein,以及MtbN-extein激活的LexA在大肠杆菌中的异位表达。这些结果表明,细菌环境极大地影响了Mtb中的RecA剪接,强调了在天然宿主环境中研究内含素剪接的重要性,并提高了内含素剪接作为Mtb中一种新型调节机制的令人兴奋的可能性。
    The recA gene, encoding Recombinase A (RecA) is one of three Mycobacterium tuberculosis (Mtb) genes encoding an in-frame intervening protein sequence (intein) that must splice out of precursor host protein to produce functional protein. Ongoing debate about whether inteins function solely as selfish genetic elements or benefit their host cells requires understanding of interplay between inteins and their hosts. We measured environmental effects on native RecA intein splicing within Mtb using a combination of western blots and promoter reporter assays. RecA splicing was stimulated in bacteria exposed to DNA damaging agents or by treatment with copper in hypoxic, but not normoxic, conditions. Spliced RecA was processed by the Mtb proteasome, while free intein was degraded efficiently by other unknown mechanisms. Unspliced precursor protein was not observed within Mtb despite its accumulation during ectopic expression of Mtb recA within E. coli. Surprisingly, Mtb produced free N-extein in some conditions, and ectopic expression of Mtb N-extein activated LexA in E. coli. These results demonstrate that the bacterial environment greatly impacts RecA splicing in Mtb, underscoring the importance of studying intein splicing in native host environments and raising the exciting possibility of intein splicing as a novel regulatory mechanism in Mtb.
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  • 文章类型: Journal Article
    粘附受体血管内皮(VE)-钙黏着蛋白转导一系列信号,这些信号调节关键的淋巴细胞行为,包括通透性和细胞骨架重塑。因此,VE-钙粘蛋白必须与多种细胞内蛋白质相互作用以发挥这些功能。然而,内皮细胞中VE-cadherin的完整蛋白质相互作用组仍然是一个谜。这里,我们使用邻近蛋白质组学来阐明VE-钙粘蛋白相互作用组在连接重组过程中如何从非连续连接到连续连接变化,由淋巴管生成因子肾上腺髓质素触发.这些分析确定了揭示ADP核糖基化因子6(ARF6)和外囊复合物在VE-钙粘蛋白贩运和再循环中的作用的相互作用因子。我们还确定了VE-钙粘蛋白在体外和体内控制reelin-一种淋巴管分泌糖蛋白的分泌中的必要作用,最近在控制心脏发育和损伤修复中发挥了重要作用。这种VE-钙黏着蛋白相互作用组揭示了控制粘附连接重塑和淋巴内皮细胞分泌的机制。
    The adhesion receptor vascular endothelial (VE)-cadherin transduces an array of signals that modulate crucial lymphatic cell behaviors including permeability and cytoskeletal remodeling. Consequently, VE-cadherin must interact with a multitude of intracellular proteins to exert these functions. Yet, the full protein interactome of VE-cadherin in endothelial cells remains a mystery. Here, we use proximity proteomics to illuminate how the VE-cadherin interactome changes during junctional reorganization from dis-continuous to continuous junctions, triggered by the lymphangiogenic factor adrenomedullin. These analyses identified interactors that reveal roles for ADP ribosylation factor 6 (ARF6) and the exocyst complex in VE-cadherin trafficking and recycling. We also identify a requisite role for VE-cadherin in the in vitro and in vivo control of secretion of reelin-a lymphangiocrine glycoprotein with recently appreciated roles in governing heart development and injury repair. This VE-cadherin protein interactome shines light on mechanisms that control adherens junction remodeling and secretion from lymphatic endothelial cells.
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  • 文章类型: Journal Article
    登革热,在东南亚国家普遍存在,目前缺乏控制病毒复制的有效药物干预措施。这项研究采用了一种策略,该策略结合了基于机器学习(ML)的定量-结构-活动关系(QSAR),分子对接,和分子动力学模拟,以发现登革热病毒NS3蛋白酶的潜在抑制剂。我们使用来自PaDEL的9个分子指纹从ChEMBL数据库中的2型登革热病毒的NS3蛋白酶数据集中提取特征。通过低方差阈值实现特征选择,F-Score,和递归特征消除(RFE)方法。我们的调查采用了三种ML模型-支持向量机(SVM),随机森林(RF),和极端梯度提升(XGBoost)-用于分类器开发。我们的SVM模型,结合SVM-RFE,在测试集中具有最好的准确度(0.866)和ROC_AUC(0.964)。我们基于最佳分类器概率和对接结合亲和力鉴定了有效的抑制剂。SHAP和LIME分析突出了涉及NS3蛋白酶抑制活性的重要分子指纹(例如,ExtFP69、ExtFP362、ExtFP576)。分子动力学模拟表明,两性霉素B表现出最高的结合能-212kJ/mol,并与关键残基Ser196形成氢键。这种方法增强了NS3蛋白酶抑制剂的鉴定并加快了登革热疗法的发现。
    Dengue fever, prevalent in Southeast Asian countries, currently lacks effective pharmaceutical interventions for virus replication control. This study employs a strategy that combines machine learning (ML)-based quantitative-structure-activity relationship (QSAR), molecular docking, and molecular dynamics simulations to discover potential inhibitors of the NS3 protease of the dengue virus. We used nine molecular fingerprints from PaDEL to extract features from the NS3 protease dataset of dengue virus type 2 in the ChEMBL database. Feature selection was achieved through the low variance threshold, F-Score, and recursive feature elimination (RFE) methods. Our investigation employed three ML models - support vector machine (SVM), random forest (RF), and extreme gradient boosting (XGBoost) - for classifier development. Our SVM model, combined with SVM-RFE, had the best accuracy (0.866) and ROC_AUC (0.964) in the testing set. We identified potent inhibitors on the basis of the optimal classifier probabilities and docking binding affinities. SHAP and LIME analyses highlighted the significant molecular fingerprints (e.g. ExtFP69, ExtFP362, ExtFP576) involved in NS3 protease inhibitory activity. Molecular dynamics simulations indicated that amphotericin B exhibited the highest binding energy of -212 kJ/mol and formed a hydrogen bond with the critical residue Ser196. This approach enhances NS3 protease inhibitor identification and expedites the discovery of dengue therapeutics.
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  • 文章类型: Journal Article
    目的:探讨癌相关成纤维细胞(CAFs)在胃癌(GC)肿瘤微环境中的作用及其分子机制。
    方法:首先评估GC患者CAFs的表达丰度,并进行生存分析。随后,癌症基因组图谱(TCGA)数据用于差异分析,生存分析,和EPIC分析,同时下载单细胞数据(GSE183904)用于CAF的差异分析。临床数据汇集,单变量和多变量Cox分析,对临床GC组织样品进行免疫荧光,以探索患者CAFs中RCN3的表达。Westernblot和定量聚合酶链反应(qPCR)检测RCN3的表达。通过染色质免疫沉淀(CHIP)实验探索RCN3,PCSK6和STAT1之间的关系,通过检测生物标志物M1/M2检测基因对巨噬细胞极化的影响。
    结果:发现与正常组相比,GC中的CAFs明显更高。揭示TCGA差异分析的结果,观察到GC表现出RCN3表达水平的显著上调。临床统计表明RCN3表达水平升高与肿瘤大小的T期分类之间呈正相关。此外,发现RCN3对胃癌患者的总生存期有显著影响,作为独立的预后指标。单细胞数据分析显示PCSK6在巨噬细胞中高表达,和来自GC患者的样品的免疫荧光染色显示GC组织中巨噬细胞的细胞膜上PCSK6的表达增加。随后的细胞实验证实RCN3蛋白可以调节PCSK6的表达,PCSK6通过STAT1调节巨噬细胞极化。
    结论:在GC中,CAFs通过RCN3/PCSK6/STAT1通路调节巨噬细胞极化。
    OBJECTIVE: To explore the role and molecular mechanism of cancer-associated fibroblasts (CAFs) in the tumor microenvironment of gastric cancer (GC).
    METHODS: The expression of CAFs in GC patients was first assessed for abundance, and survival analysis was performed. Subsequently, The Cancer Genome Atlas (TCGA) data were used for differential analysis, survival analysis, and EPIC analysis, while single-cell data (GSE183904) were downloaded for differential analysis of CAFs. Clinical data pooling, univariate and multivariate Cox analysis, and immunofluorescence were carried out on clinical GC tissue samples to explore RCN3 expression within patient CAFs. Western blot and quantitative polymerase chain reaction (qPCR) were used to detect the expression of RCN3. The relationship between RCN3, PCSK6, and STAT1 was explored by chromatin immunoprecipitation (CHIP) experiments, and the effects of the genes on macrophage polarization were detected by detecting biomarkers of biological M1/M2.
    RESULTS: CAFs in GC were found to be significantly higher compared to the normal group. Revealing the results of TCGA differential analysis, it was observed that GC exhibited a substantial upregulation in the expression levels of RCN3. The clinical statistics indicate a positive correlation between an elevated level of RCN3 expression and the T-stage classification of tumor size. In addition, RCN3 was found to have a significant impact on the overall survival of patients with gastric cancer, acting as an independent prognostic indicator. Analysis of single-cell data showed high expression of PCSK6 in macrophages, and immunofluorescence staining of samples from GC patients showed increased expression of PCSK6 on the cell membranes of macrophages in GC tissues. The subsequent cellular experiments confirmed RCN3 protein can regulate the expression of PCSK6, and PCSK6 regulates macrophage polarization through STAT1.
    CONCLUSIONS: CAFs regulate macrophage polarization through the RCN3/PCSK6/STAT1 pathway in GC.
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  • 文章类型: Journal Article
    西尼罗河病毒(WNV)非结构蛋白5(NS5)具有病毒RNA复制所必需的多个酶域。在感染期间,NS5主要定位于粗糙内质网(RER)的独特复制细胞器(RO),被称为囊泡包(VP)和回旋膜(CM),NS5的一部分积聚在细胞核中。NS5是一种可溶性蛋白质,必须在VP中,其中其酶活性是病毒RNA合成所必需的。然而,NS5从细胞质募集到RER膜背后的机制过程尚不清楚.这里,我们利用高分辨率共聚焦显微镜和蔗糖密度梯度超速离心来研究NS5与其他NS蛋白的关联是否有助于其膜募集和保留。我们证明NS1或NS3部分影响NS5与膜的关联。我们进一步证明,加工后的NS5主要在细胞质和细胞核中,这表明病毒多蛋白对NS5的处理不有助于其膜定位。这些观察表明,其他宿主或病毒因子,例如RO对NS5的包裹,对于NS5的完全膜保留也可能是必要的。因此,对破坏WNVNS5膜定位的抑制剂的研究有必要用于抗病毒药物的开发.
    West Nile virus (WNV) nonstructural protein 5 (NS5) possesses multiple enzymatic domains essential for viral RNA replication. During infection, NS5 predominantly localizes to unique replication organelles (ROs) at the rough endoplasmic reticulum (RER), known as vesicle packets (VPs) and convoluted membranes (CMs), with a portion of NS5 accumulating in the nucleus. NS5 is a soluble protein that must be in the VP, where its enzymatic activities are required for viral RNA synthesis. However, the mechanistic processes behind the recruitment of NS5 from the cytoplasm to the RER membrane remain unclear. Here, we utilize high-resolution confocal microscopy and sucrose density gradient ultracentrifugation to investigate whether the association of NS5 with other NS proteins contributes to its membrane recruitment and retention. We demonstrate that NS1 or NS3 partially influences the NS5 association with the membrane. We further demonstrate that processed NS5 is predominantly in the cytoplasm and nucleus, indicating that the processing of NS5 from the viral polyprotein does not contribute to its membrane localization. These observations suggest that other host or viral factors, such as the enwrapment of NS5 by the RO, may also be necessary for the complete membrane retention of NS5. Therefore, studies on the inhibitors that disrupt the membrane localization of WNV NS5 are warranted for antiviral drug development.
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  • 文章类型: Journal Article
    丙型肝炎病毒(HCV)中诱导耐药性的突变与基因型异质性的出现使靶向NS3/4A丝氨酸蛋白酶变得困难。在这项工作中,我们研究了基因型3(G3)HCVNS3/4A结合袋中的诱变变异,并评估了配体的有效抑制作用.我们报告了HCVNS3/4A的配体结合残基内的14个位置的突变,包括催化三联体内的H57R和S139P。然后,我们对每个突变变体进行了建模,用于基于药效团的虚拟筛选(PBVS),然后进行共价对接,以鉴定潜在的共价抑制剂。即,cpd-217.然后通过分子动力学模拟和随后的MM/GBSA结合自由能计算支持cpd-217的结合稳定性。自由能分解分析表明,抗性突变体改变了HCVNS3/4A-配体相互作用,导致结合位点内不平衡的能量分布,导致抗药性。Cpd-217被鉴定为与所有NS3/4AG3变体相互作用,具有显著的共价对接评分。总之,cpd-217作为HCVNS3/4AG3变体的潜在抑制剂出现,值得进一步的体外和体内研究。本研究为针对HCVG3NS3/4A的药物设计和开发提供了理论基础。
    The emergence of drug-resistance-inducing mutations in Hepatitis C virus (HCV) coupled with genotypic heterogeneity has made targeting NS3/4A serine protease difficult. In this work, we investigated the mutagenic variations in the binding pocket of Genotype 3 (G3) HCV NS3/4A and evaluated ligands for efficacious inhibition. We report mutations at 14 positions within the ligand-binding residues of HCV NS3/4A, including H57R and S139P within the catalytic triad. We then modelled each mutational variant for pharmacophore-based virtual screening (PBVS) followed by covalent docking towards identifying a potential covalent inhibitor, i.e., cpd-217. The binding stability of cpd-217 was then supported by molecular dynamic simulation followed by MM/GBSA binding free energy calculation. The free energy decomposition analysis indicated that the resistant mutants alter the HCV NS3/4A-ligand interaction, resulting in unbalanced energy distribution within the binding site, leading to drug resistance. Cpd-217 was identified as interacting with all NS3/4A G3 variants with significant covalent docking scores. In conclusion, cpd-217 emerges as a potential inhibitor of HCV NS3/4A G3 variants that warrants further in vitro and in vivo studies. This study provides a theoretical foundation for drug design and development targeting HCV G3 NS3/4A.
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  • 文章类型: Journal Article
    成纤维细胞活化蛋白-α(FAP)由于其在癌症相关成纤维细胞(CAF)和其他涉及纤维化和炎症的病理状况中的选择性表达,已成为放射性药物领域的有希望的靶标。最近的进展集中在开发用于诊断成像和靶向放射性核素治疗的FAP特异性放射性配体。本文综述了FAP放射性药物开发的最新进展,突出新颖的放射性配体,临床前评估,和潜在的临床应用。此外,分析了靶向FAP放射性药物的优势和存在的问题,并讨论了这一目标的关键突破方向,从而提高FAP靶向放射性药物的开发和转化。
    Fibroblast activation protein-α (FAP) has emerged as a promising target in the field of radiopharmaceuticals due to its selective expression in cancer-associated fibroblasts (CAFs) and other pathological conditions involving fibrosis and inflammation. Recent advancements have focused on developing FAP-specific radioligands for diagnostic imaging and targeted radionuclide therapy. This perspective summarized the latest progress in FAP radiopharmaceutical development, highlighting novel radioligands, preclinical evaluations, and potential clinical applications. Additionally, we analyzed the advantages and existing problems of targeted FAP radiopharmaceuticals, and discussed the key breakthrough directions of this target, so as to improve the development and conversion of FAP-targeted radiopharmaceuticals.
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  • 文章类型: Journal Article
    心脏病患者血清皮质素浓度升高与不良心血管事件和进行性肾功能障碍有关。这项研究旨在确定血清corin水平在预测重症监护病房(ICU)重症患者急性肾损伤(AKI)发生率和死亡率中的作用。我们筛查了2018年5月至2019年12月在我们机构入住ICU的323名患者。排除接受肾脏替代治疗的患者后,288名受试者被登记。根据中位血清Corin水平将病例平均分为高(n=144)和低(n=144)组,使用910pg/mL作为截止点。从医疗记录中收集患者特征和合并症。主要结果是入住ICU后48小时内的AKI,而次要结局是1年内全因死亡.与低corin组相比,高corin组患者的糖尿病患病率较高,肝硬化,和肾毒性剂暴露;更高的序贯器官衰竭评估评分,白细胞计数,蛋白尿,和血清N末端脑钠肽前体水平;但具有较低的初始估计肾小球滤过率。此外,血清corin升高与ICU入住48h内AKI风险较高相关(43.1%vs.18.1%,p<0.001)和一年内全因死亡率(63.9%vs.50.0%,p=0.024)。高Corin水平作为AKI的独立预测因子(OR2.15,95%CI1.11-4.19,p=0.024)显示出强阳性结果,但在多变量分析中校正混杂因素后,不是全因死亡率。循环corin升高可预测危重患者的AKI,但不能预测1年内的全因死亡率.作为肾素-血管紧张素-醛固酮系统的关键酶,在不同的危重病状态下,随着利钠肽抵抗和利钠肽受体脱敏,corin的表达可能受到反馈回路的调节。
    Elevated serum corin concentrations in patients with cardiac diseases have been associated with adverse cardiovascular events and progressive renal dysfunction. This study aimed to determine the role of serum corin levels in predicting the incidence of acute kidney injury (AKI) and mortality in critically ill patients admitted to intensive care units (ICUs). We screened 323 patients admitted to the ICU in our institution from May 2018 through December 2019. After excluding patients receiving renal replacement therapy, 288 subjects were enrolled. Cases were divided equally into high (n = 144) and low (n = 144) corin groups according to median serum corin levels, using 910 pg/mL as the cut-off point. Patient characteristics and comorbidities were collected from medical records. The primary outcome was AKI within 48 h after ICU admission, while the secondary outcome was all-cause of mortality within 1 year. Compared with the low corin group, patients in the high corin group had higher prevalence rates of diabetes, cirrhosis, and nephrotoxic agent exposure; higher Sequential Organ Failure Assessment scores, white blood cell counts, proteinuria, and serum N-terminal pro-brain natriuretic peptide levels; but had lower initial estimated glomerular filtration rates. Furthermore, elevated serum corin was associated with higher risks of AKI within 48h of ICU admission (43.1% vs. 18.1%, p < 0.001) and all-cause mortality within one year (63.9% vs. 50.0%, p = 0.024). High corin level showed strongly positive results as an independent predictor of AKI (OR 2.15, 95% CI 1.11-4.19, p = 0.024) but not for the all-cause mortality after adjusting for confounding factors in multivariate analyses. Elevated circulating corin predicted AKI in critically ill patients, but did not predict all-cause mortality within 1 year. As a key enzyme in renin-angiotensin-aldosterone system, corin expression may be regulated through a feedback loop following natriuretic peptide resistance and desensitization of natriuretic peptide receptors in different critically ill status.
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  • 文章类型: Letter
    在SARS-CoV2大流行的早期,在这本日记中,侯等人。(BMCMed18:216,2020)解释了公共基因型数据,运行功能预测工具,这表明特定人群的成员比其他人群的成员携带ACE2和TMPRSS2基因中潜在的COVID风险增加变体的频率要高得多。除了依靠预测而不是临床结果,专注于过于罕见的变体,甚至无法共同代表人口成员,他们的说法错了一个众所周知的人工制品(大样本比小样本揭示更多的人口变异),好像显示了两个基因的真实和一致的人口差异,而不是在他们的共享源数据中进行不平衡的人口抽样。我们解释那个神器,并将其与实证结果进行对比,现在充足,与ACE2和TMPRSS2相比,其他基因座对个人COVID风险的影响要大得多,而且ACE2和TMPRSS2的变异本身不太可能加剧此类风险信息更多基因座的影响中的任何净种群差异。
    Early in the SARS-CoV2 pandemic, in this journal, Hou et al. (BMC Med 18:216, 2020) interpreted public genotype data, run through functional prediction tools, as suggesting that members of particular human populations carry potentially COVID-risk-increasing variants in genes ACE2 and TMPRSS2 far more often than do members of other populations. Beyond resting on predictions rather than clinical outcomes, and focusing on variants too rare to typify population members even jointly, their claim mistook a well known artifact (that large samples reveal more of a population\'s variants than do small samples) as if showing real and congruent population differences for the two genes, rather than lopsided population sampling in their shared source data. We explain that artifact, and contrast it with empirical findings, now ample, that other loci shape personal COVID risks far more significantly than do ACE2 and TMPRSS2-and that variation in ACE2 and TMPRSS2 per se unlikely exacerbates any net population disparity in the effects of such more risk-informative loci.
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  • 文章类型: Journal Article
    乳糜泻(CD)是一种常见的自身免疫性疾病,患者无法消化麸质,它存在于由小麦组成的食物中,大麦和黑麦.虽然80%的病例诊断较晚,避免此类食物似乎是常见的解决方案。患者及其家人需要替代的管理策略,因为CD也是遗传转移的。益生菌疗法和适当酶的消耗,如脯氨酸寡肽酶(POPs),来自肠道友好型细菌可以减轻疾病负担,并为CD患者提供更好的生活方式。我们已经检查了大约5000个肠道细菌基因组,并鉴定了近4000个非冗余的推定POPs。一组选择的10个肠道细菌POP序列进行三维建模,配体对接和分子动力学模拟,其中在POPs和谷蛋白肽之间观察到稳定的相互作用。我们的研究提供了肠道细菌基因组中潜在POP酶的序列和结构分析,这为为CD患者提供益生菌解决方案奠定了坚实的基础。特别是,这些酶可能会导致这种疾病的未来治疗。
    Celiac disease (CD) is a common autoimmune disorder in which the patients are unable to digest gluten, which is present in foods made up of wheat, barley and rye. Whilst diagnosis happens late in 80% of the cases, avoidance of such foods appears to be the common solution. Alternative management strategies are required for the patients and their families since CD is also genetically carried over. Probiotic therapeutics and the consumption of appropriate enzymes, such as prolyloligopeptidases (POPs), from gut-friendly bacteria could reduce the disease burden and provide a better lifestyle for CD patients. We have examined around 5000 gut bacterial genomes and identified nearly 4000 non-redundant putative POPs. A select set of 10 gut bacterial POP sequences were subject to three-dimensional modelling, ligand docking and molecular dynamics simulations where stable interactions were observed between the POPs and gluten peptides. Our study provides sequence and structural analysis of potential POP enzymes in gut bacterial genomes, which form a strong basis to offer probiotic solutions to CD patients. In particular, these enzymes could be lead future therapeutics for this disease.
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