PPI, Protein-protein interaction

PPI,蛋白质 - 蛋白质相互作用
  • 文章类型: Journal Article
    UNASSIGNED:通过网络药理学和体外实验验证,探讨PG抗急性淋巴细胞白血病(ALL)的机制。
    未经批准:首先,通过CCK-8和流式细胞术测定PG抗B-ALL的生物学活性。然后,PG的潜在靶标来自PharmMapper数据库.ALL相关基因是从GeneCards收集的,OMIM和PharmGkb数据库。将两个数据集相交以获得ALL中PG的靶基因。然后,使用STRING数据库构建蛋白质相互作用网络。利用Cytoscape3.8.0软件对网络进行拓扑分析,得到关键目标。此外,PG在ALL中的机制得到了蛋白质-蛋白质相互作用的证实,基因本体论和京都百科全书的基因和基因组途径富集分析。此外,分子对接由AutoDockVina进行。最后,进行Western印迹以证实PG对NALM6细胞的作用。
    未授权:PG抑制NALM6细胞增殖。通过网络药理学总共获得了174个PG的抗白血病靶标。关键靶点包括AKT1、MAPK14、EGFR、ESR1,LCK,PTPN11RHOA,IGF1,MDM2,HSP90AA1,HRAS,SRC和JAK2。富集分析发现,PG通过调节关键靶标(如MAPK信号)具有抗白血病作用,PG与MAPK14蛋白具有良好的结合活性(-8.9kcal/mol)。PG可以上调靶蛋白p-P38的表达,诱导细胞周期停滞,促进白血病细胞凋亡。
    UNASSIGNED:通过网络药理学和分子实验证实MAPK14是PG的关键靶标和途径之一。
    UNASSIGNED: To explore the mechanism of PG against acute lymphoblastic leukaemia (ALL) by network pharmacology and experimental verification in vitro.
    UNASSIGNED: First, the biological activity of PG against B-ALL was determined by CCK-8 and flow cytometry. Then, the potential targets of PG were obtained from the PharmMapper database. ALL-related genes were collected from the GeneCards, OMIM and PharmGkb databases. The two datasets were intersected to obtain the target genes of PG in ALL. Then, protein interaction networks were constructed using the STRING database. The key targets were obtained by topological analysis of the network with Cytoscape 3.8.0 software. In addition, the mechanism of PG in ALL was confirmed by protein‒protein interaction, gene ontology and Kyoto Encyclopedia of Genes and Genomes pathway enrichment analyses. Furthermore, molecular docking was carried out by AutoDock Vina. Finally, Western blotting was performed to confirm the effect of PG on NALM6 cells.
    UNASSIGNED: PG inhibited the proliferation of NALM6 cells. A total of 174 antileukaemic targets of PG were obtained by network pharmacology. The key targets included AKT1, MAPK14, EGFR, ESR1, LCK, PTPN11, RHOA, IGF1, MDM2, HSP90AA1, HRAS, SRC and JAK2. Enrichment analysis found that PG had antileukaemic effects by regulating key targets such as MAPK signalling, and PG had good binding activity with MAPK14 protein (-8.9 kcal/mol). PG could upregulate the expression of the target protein p-P38, induce cell cycle arrest, and promote the apoptosis of leukaemia cells.
    UNASSIGNED: MAPK14 was confirmed to be one of the key targets and pathways of PG by network pharmacology and molecular experiments.
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  • 文章类型: Journal Article
    未经证实:氧化应激被认为是非酒精性脂肪性肝炎(NASH)进展的主要驱动因素。转录因子NRF2及其负调节因子KEAP1是氧化还原的主调节因子,代谢和蛋白质稳态,以及排毒,因此似乎是治疗NASH的有吸引力的靶标。
    UNASSIGNED:分子建模和X射线晶体学用于设计S217879-一种可以破坏KEAP1-NRF2相互作用的小分子。使用各种分子和细胞测定高度表征S217879。然后在两个不同的NASH相关临床前模型中进行评估,即蛋氨酸和胆碱缺乏饮食(MCDD)和饮食诱导的肥胖NASH(DIONASH)模型。
    UNASSIGNED:基于分子和细胞的检测证实S217879是一种高效和选择性的NRF2激活剂,具有明显的抗炎特性,如原代人外周血单核细胞所示。在MCDD小鼠中,S217879治疗2周导致NAFLD活性评分的剂量依赖性降低,同时显着增加肝脏Nqo1mRNA水平,一种特定的NRF2靶参与生物标志物。在DIONASH小鼠中,S217879治疗导致已建立的肝损伤的显着改善,NAS和肝纤维化均明显减少。αSMA和Col1A1染色,以及肝脏羟脯氨酸水平的定量,证实了响应S217879的肝纤维化的减少。RNA测序分析揭示了响应S217879的肝脏转录组中的主要变化,NRF2依赖性基因转录的激活和驱动疾病进展的关键信号通路的显著抑制。
    UNASSIGNED:这些结果突出了NRF2-KEAP1相互作用选择性破坏治疗NASH和肝纤维化的潜力。
    UNASSIGNED:我们报告了S217879的发现——一种具有良好药代动力学特性的有效和选择性的NRF2激活剂。通过破坏KEAP1-NRF2相互作用,S217879触发抗氧化反应的上调和涉及NASH疾病进展的广谱基因的协调调节,最终导致小鼠NASH和肝纤维化进展的减少。
    UNASSIGNED: Oxidative stress is recognized as a major driver of non-alcoholic steatohepatitis (NASH) progression. The transcription factor NRF2 and its negative regulator KEAP1 are master regulators of redox, metabolic and protein homeostasis, as well as detoxification, and thus appear to be attractive targets for the treatment of NASH.
    UNASSIGNED: Molecular modeling and X-ray crystallography were used to design S217879 - a small molecule that could disrupt the KEAP1-NRF2 interaction. S217879 was highly characterized using various molecular and cellular assays. It was then evaluated in two different NASH-relevant preclinical models, namely the methionine and choline-deficient diet (MCDD) and diet-induced obesity NASH (DIO NASH) models.
    UNASSIGNED: Molecular and cell-based assays confirmed that S217879 is a highly potent and selective NRF2 activator with marked anti-inflammatory properties, as shown in primary human peripheral blood mononuclear cells. In MCDD mice, S217879 treatment for 2 weeks led to a dose-dependent reduction in NAFLD activity score while significantly increasing liver Nqo1 mRNA levels, a specific NRF2 target engagement biomarker. In DIO NASH mice, S217879 treatment resulted in a significant improvement of established liver injury, with a clear reduction in both NAS and liver fibrosis. αSMA and Col1A1 staining, as well as quantification of liver hydroxyproline levels, confirmed the reduction in liver fibrosis in response to S217879. RNA-sequencing analyses revealed major alterations in the liver transcriptome in response to S217879, with activation of NRF2-dependent gene transcription and marked inhibition of key signaling pathways that drive disease progression.
    UNASSIGNED: These results highlight the potential of selective disruption of the NRF2-KEAP1 interaction for the treatment of NASH and liver fibrosis.
    UNASSIGNED: We report the discovery of S217879 - a potent and selective NRF2 activator with good pharmacokinetic properties. By disrupting the KEAP1-NRF2 interaction, S217879 triggers the upregulation of the antioxidant response and the coordinated regulation of a wide spectrum of genes involved in NASH disease progression, leading ultimately to the reduction of both NASH and liver fibrosis progression in mice.
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  • 文章类型: Journal Article
    弯月面,膝关节的坐垫,是将机械力传递到细胞外基质(ECM)和组织驻留细胞的承重组织。人组织驻留在半月板中的干/祖细胞(hMeSPCs)的机械反应对组织稳态和再生很重要,但尚未得到充分了解。这项研究报告说,接种在三维(3D)光交联明胶甲基丙烯酰(GelMA)水凝胶中的hMeSPCs上的〜1800负载/天的温和循环拉伸加载方案对于维持细胞稳态至关重要。实验上,“慢走”仿生循环负荷方案(10%拉伸应变,0.5Hz,1小时/天,长达15天)应用于具有磁力控制的加载致动器的封装在GelMA水凝胶中的hMeSPC。加载显著增加细胞分化和纤维软骨样ECM沉积而不影响细胞活力。转录组分析揭示了332个机械响应基因,集群成细胞衰老,机械灵敏度,和ECM动力学,与白细胞介素有关,整合素,和胶原/基质金属蛋白酶途径。细胞-GelMA构建体显示活性ECM重塑,使用绿色荧光标记(GFT)-GelMA水凝胶示踪。负载通过封装的hMeSPCs增强新生的细胞周基质的产生,这逐渐补偿了培养物中的水凝胶损失。这些发现证明了hMeSPCs强大的组织形成能力,以及机械因素在维持半月板稳态中的重要性。
    Meniscus, the cushion in knee joint, is a load-bearing tissue that transfers mechanical forces to extracellular matrix (ECM) and tissue resident cells. The mechanoresponse of human tissue resident stem/progenitor cells in meniscus (hMeSPCs) is significant to tissue homeostasis and regeneration but is not well understood. This study reports that a mild cyclic tensile loading regimen of ∼1800 loads/day on hMeSPCs seeded in 3-dimensional (3D) photocrosslinked gelatin methacryloyl (GelMA) hydrogel is critical in maintaining cellular homeostasis. Experimentally, a \"slow walk\" biomimetic cyclic loading regimen (10% tensile strain, 0.5 Hz, 1 h/day, up to 15 days) is applied to hMeSPCs encapsulated in GelMA hydrogel with a magnetic force-controlled loading actuator. The loading significantly increases cell differentiation and fibrocartilage-like ECM deposition without affecting cell viability. Transcriptomic analysis reveals 332 mechanoresponsive genes, clustered into cell senescence, mechanical sensitivity, and ECM dynamics, associated with interleukins, integrins, and collagens/matrix metalloproteinase pathways. The cell-GelMA constructs show active ECM remodeling, traced using a green fluorescence tagged (GFT)-GelMA hydrogel. Loading enhances nascent pericellular matrix production by the encapsulated hMeSPCs, which gradually compensates for the hydrogel loss in the cultures. These findings demonstrate the strong tissue-forming ability of hMeSPCs, and the importance of mechanical factors in maintaining meniscus homeostasis.
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  • 文章类型: Journal Article
    心血管疾病是世界上最常见的疾病,也是人类死亡原因中的第一位。发病率和死亡率逐年上升,但是没有有效的治疗方法。因此,应该开发新药来治疗心血管疾病。青霉(Michx。)Hulten(G.acuta)是中国重要的蒙药,对心血管健康具有保护作用。在这项研究中,采用液相色谱-质谱联用技术(LC-MS)结合网络药理学对主要活性成分进行筛选,证实bellidifolin是治疗缺血性心脏病的主要成分之一。然后,建立过氧化氢(H2O2)诱导的大鼠心肌(H9c2)细胞损伤模型,包括抗氧化酶活性和细胞凋亡的测定。转录组测序,qRT-PCR,并进行westernblot进一步验证bellidifolin的抗氧化应激机制。结果表明,bellidifolin预处理降低了细胞凋亡率和乳酸脱氢酶(LDH)水平,肌酸激酶(CK),丙氨酸转氨酶(ALT)。相反,它以剂量依赖的方式增加了超氧化物歧化酶(SOD)和谷胱甘肽过氧化物酶(GSH-Px)的含量,表明bellidifolin对心肌细胞损伤具有保护作用。bellidifolin通过激活PI3K-Akt信号通路和下调糖原合酶激酶-3β(GSK-3β)和p-Akt1/Akt1来最大程度地减少H2O2诱导的细胞损伤。因此,这项工作表明,山竹作为心血管疾病的可食用药用植物具有良好的发展前景。其bellidifolin成分是由氧化应激损伤引起的心血管疾病的潜在治疗剂。
    Cardiovascular disease is the most common disease in the world and the first among the causes of human death. Its morbidity and mortality increase annually, but no effective treatment is available. Therefore, new drugs should be developed to treat cardiovascular disease. Gentianella acuta (Michx.) Hulten (G. acuta) is an important Mongolian medicine in China and elicits protective effects on cardiovascular health. In this study, liquid chromatography-mass spectrometry (LC-MS) combined with network pharmacology was used to screen the main active ingredients and confirm that bellidifolin was one of the main components for the treatment of ischemic heart disease. Then, rat myocardial (H9c2) cells injury model induced by hydrogen peroxide (H2O2) in vitro was established to verify the effect of bellidifolin on oxidative stress stimulation, including determination of antioxidant enzyme activity and apoptosis. Transcriptome sequencing, qRT-PCR, and western blot were performed to further verify the antioxidant stress mechanism of bellidifolin. Results showed that bellidifolin pretreatment decreased the rate of apoptosis and the levels of lactate dehydrogenase (LDH), creatine kinase (CK), and alanine aminotransferase (ALT). Conversely, it increased the contents of superoxide dismutase (SOD) and glutathione peroxidase (GSH-Px) in a dose-dependent manner, indicating that bellidifolin caused a protective effect on cardiomyocyte injury. Bellidifolin minimized the H2O2-induced cell injury by activating the PI3K-Akt signal pathway and downregulating glycogen synthase kinase-3β (GSK-3β) and p-Akt1/Akt1. Therefore, this work revealed that G. acuta has a good development prospect as an edible medicinal plant in cardiovascular disease. Its bellidifolin component is a potential therapeutic agent for cardiovascular disease induced by oxidative stress damage.
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  • 文章类型: Journal Article
    蛋白质-蛋白质相互作用(PPIs)参与大多数细胞过程。不幸的是,目前对宿主-病原体相互作用的知识仍然非常有限。用于检测PPI的实验方法有几个局限性,包括大规模筛查的复杂性和经济成本的增加。因此,计算方法通常用于支持实验数据,尽管他们通常有很高的假阳性率。为了解决这个问题,我们创造了HPIPred,基于物理化学特性的数字编码的宿主-病原体PPI预测工具。与其他可用的方法不同,HPIPred整合表型数据以优先考虑生物学上有意义的结果。我们使用HPIPred筛选整个智人和铜绿假单胞菌PAO1蛋白质组,以生成具有763个相互作用的宿主-病原体相互作用组,显示高度连接的网络拓扑。我们的预测模型可用于优先考虑蛋白质-蛋白质相互作用作为抗菌药物开发的潜在目标。可在以下网址获得:https://github.com/SysBioUAB/hpi_predictor。
    Protein-protein interactions (PPIs) are involved in most cellular processes. Unfortunately, current knowledge of host-pathogen interactomes is still very limited. Experimental methods used to detect PPIs have several limitations, including increasing complexity and economic cost in large-scale screenings. Hence, computational methods are commonly used to support experimental data, although they generally suffer from high false-positive rates. To address this issue, we have created HPIPred, a host-pathogen PPI prediction tool based on numerical encoding of physicochemical properties. Unlike other available methods, HPIPred integrates phenotypic data to prioritize biologically meaningful results. We used HPIPred to screen the entire Homo sapiens and Pseudomonas aeruginosa PAO1 proteomes to generate a host-pathogen interactome with 763 interactions displaying a highly connected network topology. Our predictive model can be used to prioritize protein-protein interactions as potential targets for antibacterial drug development. Available at: https://github.com/SysBioUAB/hpi_predictor.
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  • 文章类型: Journal Article
    蛋白质-蛋白质相互作用(PPI)在细胞中发生的生物过程中起着至关重要的作用。因此,PPI网络的解剖对于建立功能协调模型和预测病理性失调具有决定性意义.细胞网络是动态的,蛋白质根据组织相互作用的背景表现出不同的作用。因此,在单个蛋白质中使用中心性措施不足以剖析细胞的功能特性。出于这个原因,需要更全面,关系,和上下文特定的方法来分析蛋白质在不同细胞中的多种作用,并识别全球生物分子网络中的特定功能组件。在这个框架下,我们将生物相互作用单位(BioInt-U)定义为物理相互作用并在共同的基因本体论中富集的蛋白质组。在33个组织特异性(TS)PPI网络上应用搜索策略以产生与每个特定人组织相关的BioInt文库。跨组织比较表明,看家组件掺入了不同的蛋白质,并根据组织表现出不同的网络特性。此外,组织相关病理的疾病基因(DG)优先在预期组织中的单位中积累,这反过来在TS网络中更重要。总的来说,该研究揭示了基于特定蛋白质单位的组织特异性功能多样化,并提出了每个组织网络特有的脆弱性,可用于改进蛋白质-疾病关联方法。
    Protein-protein interactions (PPI) play an essential role in the biological processes that occur in the cell. Therefore, the dissection of PPI networks becomes decisive to model functional coordination and predict pathological de-regulation. Cellular networks are dynamic and proteins display varying roles depending on the tissue-interactomic context. Thus, the use of centrality measures in individual proteins fall short to dissect the functional properties of the cell. For this reason, there is a need for more comprehensive, relational, and context-specific ways to analyze the multiple actions of proteins in different cells and identify specific functional assemblies within global biomolecular networks. Under this framework, we define Biological Interacting units (BioInt-U) as groups of proteins that interact physically and are enriched in a common Gene Ontology. A search strategy was applied on 33 tissue-specific (TS) PPI networks to generate BioInt libraries associated with each particular human tissue. The cross-tissue comparison showed that housekeeping assemblies incorporate different proteins and exhibit distinct network properties depending on the tissue. Furthermore, disease genes (DGs) of tissue-associated pathologies preferentially accumulate in units in the expected tissues, which in turn were more central in the TS networks. Overall, the study reveals a tissue-specific functional diversification based on the identification of specific protein units and suggests vulnerabilities specific of each tissue network, which can be applied to refine protein-disease association methods.
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  • 文章类型: Journal Article
    蛋白质很少单独进行生物活性。了解蛋白质-蛋白质相互作用对病理状况或病原体感染的物理重新连接有助于提高我们对疾病病因的理解。programming,和发病机制,这使我们能够探索控制关键目标相互作用调节的替代途径,及时有效。由于缺乏适当的治疗方法,非酒精性脂肪性肝炎(NASH)现在是一个全球性的公共卫生问题。最先进的抗NASH先导化合物(selonsertib)被撤回,尽管它能够完全抑制其靶标凋亡信号调节激酶1(ASK1),表明有必要探索替代路线,而不是完全抑制。在分子水平上了解内源性调节因子的相互作用指纹,这些指纹是疾病形成和进展的基础,可能会激发设计治疗策略的理论基础。根据我们对各种关键监管机构和PTM的分析和深入的文献调查,当前的审查强调了基于PPI的药物发现与NASH条件的相关性。缺乏ASK1及其调节器的结构细节(接口位点)使得表征PPI接口具有挑战性。这篇综述总结了ASK1的关键调节因子相互作用指纹图谱,可以进一步探索从其过度活跃状态恢复体内平衡,以治疗NASH。
    Protein seldom performs biological activities in isolation. Understanding the protein-protein interactions\' physical rewiring in response to pathological conditions or pathogen infection can help advance our comprehension of disease etiology, progression, and pathogenesis, which allow us to explore the alternate route to control the regulation of key target interactions, timely and effectively. Nonalcoholic steatohepatitis (NASH) is now a global public health problem exacerbated due to the lack of appropriate treatments. The most advanced anti-NASH lead compound (selonsertib) is withdrawn, though it is able to inhibit its target Apoptosis signal-regulating kinase 1 (ASK1) completely, indicating the necessity to explore alternate routes rather than complete inhibition. Understanding the interaction fingerprints of endogenous regulators at the molecular level that underpin disease formation and progression may spur the rationale of designing therapeutic strategies. Based on our analysis and thorough literature survey of the various key regulators and PTMs, the current review emphasizes PPI-based drug discovery\'s relevance for NASH conditions. The lack of structural detail (interface sites) of ASK1 and its regulators makes it challenging to characterize the PPI interfaces. This review summarizes key regulators interaction fingerprinting of ASK1, which can be explored further to restore the homeostasis from its hyperactive states for therapeutics intervention against NASH.
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  • 文章类型: Journal Article
    Hertwig的上皮根鞘(HERS)在发育中的牙根中具有主要功能。早期的研究表明,它经历了上皮-间质转化,牙齿及其周围牙周组织的形态发生和完整发育的重要过程。很少有研究证明HERS通过EMT在骨水泥生成中的作用。这种计算机系统生物学方法的背景是找到与HERS的EMT有关的hub蛋白和基因,这可能揭示牙周再生药物靶标的新见解。
    参与上皮间质转化的蛋白质和基因列表从文献来源获得。利用STRING软件构建蛋白质相互作用,分析蛋白质相互作用网络。分子对接模拟检查蛋白质-配体复合物的结合能和稳定性。
    结果显示hub基因是DYRK1A(铁调素),配体被鉴定为异丙基。在具有凝聚的蛋白质相互作用网络的敏感性分析中,STRI结果示出了0.9的置信度截止值。总的来说,从期望边的163个节点中找到98个节点,平均节点度为11.9。对接结果显示结合能为-4.70,模拟结果显示在50ns时的RMSD值为5.6。
    异丙醚可能是一种潜在的牙周再生药物。
    UNASSIGNED: Hertwig\'s Εpithelial Root Sheath (HΕRS) has a major function in the developing tooth roots. Earlier research revealed that it undergoes epithelial-mesenchymal transition, a vital process for the morphogenesis and complete development of the tooth and its surrounding periodontium. Few studies have demonstrated the role of HERS in cementogenesis through ΕMΤ. The background of this in-silico system biology approach is to find a hub protein and gene involved in the EMT of HERS that may uncover novel insights in periodontal regenerative drug targets.
    UNASSIGNED: The protein and gene list involved in epithelial-mesenchymal transition were obtained from literature sources. The protein interaction was constructed using STRING software and the protein interaction network was analyzed. Molecular docking simulation checks the binding energy and stability of protein-ligand complex.
    UNASSIGNED: Results revealed the hub gene to be DYRK1A(Hepcidin), and the ligand was identified as isoetharine. SΤRIΝG results showed a confidence cutoff of 0.9 in sensitivity analysis with a condensed protein interaction network. Overall, 98 nodes from 163 nodes of expected edges were found with an average node degree of 11.9. Docking results show binding energy of -4.70, and simulation results show an RMSD value of 5.6 Å at 50 ns.
    UNASSIGNED: Isoetharine could be a potential drug for periodontal regeneration.
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  • 文章类型: Journal Article
    自从SARS-CoV-2(Covid-19)大流行开始以来,令人担忧的变种(VOC)已经出现,对全世界的卫生系统征税。2020年10月,印度出现了SARS-CoV-2的新变种(B.1.617+/Delta变种),引发致命的Covid-19浪潮。流行病学数据强烈表明B.1.617+更具传染性,以前的报告显示B.1.617+与野生型(WT)相比有许多突变,包括刺突蛋白(SP)的几种变化。这项研究的主要目标是使用在Silico(计算机模拟)技术来检查SP中的突变,特别是L452R和E484Q(人血管紧张素转换酶2(hACE2)的受体结合域(RBD)的一部分)和P681R(Furin裂解基序的上游),用于调节B.1.617+变体的传播性的效果。使用计算模型,计算了SP-hACE2和SP-弗林蛋白酶复合物的结合自由能(BFE)和H键长。WT和B.1.617+中SP-hACE2复合物的比较显示两种复合物具有相同的受体结合模式,但B.1.617+的总BFE结合比WT更有利于复合物的形成。表明L452R和E484Q对结合亲和力有中等影响。相比之下,与WT复合物相比,B.1.617+的SP-Furin复合物显著降低了BFE,并揭示了分子相互作用的变化,暗示变体和弗林蛋白之间形成更强的复合物。这项研究提供了对调节B.1.617+变体的传播性的突变的见解,特别是P681R突变,该突变似乎通过使其更容易接受Furin来增强B.1.617变体的可传播性。
    Since the beginning of the of SARS-CoV-2 (Covid-19) pandemic, variants of concern (VOC) have emerged taxing health systems worldwide. In October 2020, a new variant of SARS-CoV-2 (B.1.617+/Delta variant) emerged in India, triggering a deadly wave of Covid-19. Epidemiological data strongly suggests that B.1.617+ is more transmissible and previous reports have revealed that B.1.617+ has numerous mutations compared to wild type (WT), including several changes in the spike protein (SP). The main goal of this study was to use In Silico (computer simulation) techniques to examine mutations in the SP, specifically L452R and E484Q (part of the receptor binding domain (RBD) for human angiotensin-converting enzyme 2 (hACE2)) and P681R (upstream of the Furin cleavage motif), for effects in modulating the transmissibility of the B.1.617+ variant. Using computational models, the binding free energy (BFE) and H-bond lengths were calculated for SP-hACE2 and SP-Furin complexes. Comparison of the SP-hACE2 complex in the WT and B.1.617+ revealed both complexes have identical receptor-binding modes but the total BFE of B.1.617+ binding was more favorable for complex formation than WT, suggesting L452R and E484Q have a moderate impact on binding affinity. In contrast, the SP-Furin complex of B.1.617+ substantially lowered the BFE and revealed changes in molecular interactions compared to the WT complex, implying stronger complex formation between the variant and Furin. This study provides an insight into mutations that modulate transmissibility of the B.1.617+ variant, specifically the P681R mutation which appears to enhance transmissibility of the B.1.617+ variant by rendering it more receptive to Furin.
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  • 文章类型: Journal Article
    乳腺癌占全球女性癌症相关死亡人数的近一半。然而,导致肿瘤发展和进展的分子机制仍然知之甚少,需要确定与原发性和转移性乳腺癌进展和预后相关的候选基因.在这项研究中,通过一种新的生物信息学方法探索了与原发性和转移性乳腺癌预后相关的候选基因。评估原发性和转移性乳腺癌组织以及邻近的正常乳腺组织以鉴定原发性和转移性乳腺癌的生物标志物特征。使用mRNASeq平台下载癌症基因组图谱-乳腺浸润性癌(TCGA-BRCA)数据集(ID:HS-01619)。使用基因估计器8.3.2分析样品组之间的TCGA-BRCA基因表达谱,并鉴定各组中的差异表达基因(DEGs)。对于每个小组,基因本体论和京都百科全书的基因和基因组途径富集分析用于确定DEGs的功能。构建蛋白质-蛋白质相互作用网络以鉴定具有最高相互作用程度的顶级hub基因。此外,使用人类蛋白质图谱,根据总生存期和免疫组织化学方法验证了顶级hub基因.在确定的前20个中心基因中,四个(KRT14、KIT、RAD51和TTK)被认为是基于总生存期的预后危险因素。在乳腺癌患者中,KRT14和KIT表达水平上调,而RAD51和TTK表达水平下调。四个拟议的候选hub基因可能有助于进一步理解将原发性乳腺肿瘤与转移性肿瘤区分开来的分子变化,并有助于开发新的疗法。此外,基于它们的表达与患者总生存期之间的强相关性,它们可以作为有效的预后风险标志物.
    Breast cancer accounts for nearly half of all cancer-related deaths in women worldwide. However, the molecular mechanisms that lead to tumour development and progression remain poorly understood and there is a need to identify candidate genes associated with primary and metastatic breast cancer progression and prognosis. In this study, candidate genes associated with prognosis of primary and metastatic breast cancer were explored through a novel bioinformatics approach. Primary and metastatic breast cancer tissues and adjacent normal breast tissues were evaluated to identify biomarkers characteristic of primary and metastatic breast cancer. The Cancer Genome Atlas-breast invasive carcinoma (TCGA-BRCA) dataset (ID: HS-01619) was downloaded using the mRNASeq platform. Genevestigator 8.3.2 was used to analyse TCGA-BRCA gene expression profiles between the sample groups and identify the differentially-expressed genes (DEGs) in each group. For each group, Gene Ontology and Kyoto Encyclopedia of Genes and Genomes pathway enrichment analyses were used to determine the function of DEGs. Networks of protein-protein interactions were constructed to identify the top hub genes with the highest degree of interaction. Additionally, the top hub genes were validated based on overall survival and immunohistochemistry using The Human Protein Atlas. Of the top 20 hub genes identified, four (KRT14, KIT, RAD51, and TTK) were considered as prognostic risk factors based on overall survival. KRT14 and KIT expression levels were upregulated while those of RAD51 and TTK were downregulated in patients with breast cancer. The four proposed candidate hub genes might aid in further understanding the molecular changes that distinguish primary breast tumours from metastatic tumours as well as help in developing novel therapeutics. Furthermore, they may serve as effective prognostic risk markers based on the strong correlation between their expression and patient overall survival.
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