dSTORM

dSTORM
  • 文章类型: Journal Article
    严重急性呼吸系统综合症冠状病毒2(SARS-CoV-2)大流行引起了近代历史上最大的公共卫生危机。许多人预计未来冠状病毒会引入人类群体。因此,了解这些病毒的基本生物学至关重要。在自然感染中,SARS-CoV-2Spike(S)糖蛋白与所有其他病毒蛋白共表达,修改细胞区室以最大化病毒体组装。相比之下,当蛋白质分离表达时,大部分S被降解,就像目前的分子疫苗一样。探索S的成熟途径,我们通过将S融合到tetraspanin蛋白CD81来重定向其成熟。CD81是细胞外囊泡(EV)或外泌体的限定成分。电动汽车是由所有细胞大量产生的,挤压成血液和淋巴,并在细胞和系统之间转移货物(估计每mL血浆1012EV)。电动汽车,像血小板一样,可以在无关的供体之间输血。当将脯氨酸稳定形式的应变DeltaS融合到柔性中时,CD81的大细胞外环,而不是在溶酶体中降解,S被挤出到电动汽车中。含有CD81-S融合物的EV大量产生并且可以分离至高纯度。纯化的CD81::SEV结合ACE2,并且通过低温电子显微镜(EM)观察在个体EV上显示的S。CD81::S-融合EV是无毒的并且在小鼠中引发抗S三聚体和抗RBD抗体应答。该报告显示了最大化病毒糖蛋白组装和释放的设计路径,而不依赖于潜在致病性非结构性病毒蛋白的共表达。
    目的:严重急性呼吸道综合症冠状病毒2大流行引起了近期历史上最大的公共卫生危机。为了了解S的成熟途径,我们将S与四跨膜蛋白CD81融合。所得分子分泌在细胞外囊泡中并在小鼠中诱导抗体。这可能是病毒糖蛋白疫苗的一般设计途径。
    The severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) pandemic caused the biggest public health crises in recent history. Many expect future coronavirus introductions into the human population. Hence, it is essential to understand the basic biology of these viruses. In natural infection, the SARS-CoV-2 Spike (S) glycoprotein is co-expressed with all other viral proteins, which modify cellular compartments to maximize virion assembly. By comparison, most of S is degraded when the protein is expressed in isolation, as in current molecular vaccines. To probe the maturation pathway of S, we redirected its maturation by fusing S to the tetraspanin protein CD81. CD81 is a defining constituent of extracellular vesicles (EVs) or exosomes. EVs are generated in large numbers by all cells, extruded into blood and lymph, and transfer cargo between cells and systemically (estimated 1012 EVs per mL plasma). EVs, like platelets, can be transfused between unrelated donors. When fusing the proline-stabilized form of strain Delta S into the flexible, large extracellular loop of CD81 rather than being degraded in the lysosome, S was extruded into EVs. CD81-S fusion containing EVs were produced in large numbers and could be isolated to high purity. Purified CD81::S EVs bound ACE2, and S displayed on individual EV was observed by cryogenic electron microscopy (EM). The CD81::S-fusion EVs were non-toxic and elicited an anti-S trimer and anti-RBD antibody response in mice. This report shows a design path to maximize viral glycoprotein assembly and release without relying on the co-expression of potentially pathogenic nonstructural viral proteins.
    OBJECTIVE: The severe acute respiratory syndrome coronavirus 2 pandemic caused the biggest public health crises in recent history. To understand the maturation pathway of S, we fused S to the tetraspanin protein CD81. The resulting molecule is secreted in extracellular vesicles and induces antibodies in mice. This may be a general design path for viral glycoprotein vaccines.
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  • 文章类型: Journal Article
    单分子定位显微镜(SMLM)正在成为细胞生物学中广泛使用的技术。处理完图像后,分子定位通常作为xy(或xyz)坐标存储在表中,有了更多的信息,比如光子的数量,等。这组坐标可用于生成图像以可视化分子分布,例如,定位的2D或3D直方图。已经设计了许多不同的方法来分析SMLM数据,其中,对定位的聚类分析很流行。然而,首先对数据进行分段可能很有用,提取细胞特定区域或单个细胞中的位置,在下游分析之前。在这里,我们描述了一个用于在SMLM数据集中注释定位的管道,其中我们比较了膜分割方法,包括Otsu阈值和机器学习模型,以及随后的细胞分割。我们使用了从切片细胞颗粒的dSTORM图像中导出的SMLM数据集,染色的膜蛋白EGFR(表皮生长因子受体)和EREG(表观调节蛋白)作为测试数据集。我们发现,在我们的数据上重新训练的Cellpose模型在膜分割任务中表现最好,允许我们对膜与细胞内部定位进行下游聚类分析。我们预计这对于SMLM分析通常是有用的。
    Single Molecule Localisation Microscopy (SMLM) is becoming a widely used technique in cell biology. After processing the images, the molecular localisations are typically stored in a table as xy (or xyz) coordinates, with additional information, such as number of photons, etc. This set of coordinates can be used to generate an image to visualise the molecular distribution, for example, a 2D or 3D histogram of localisations. Many different methods have been devised to analyse SMLM data, among which cluster analysis of the localisations is popular. However, it can be useful to first segment the data, to extract the localisations in a specific region of a cell or in individual cells, prior to downstream analysis. Here we describe a pipeline for annotating localisations in an SMLM dataset in which we compared membrane segmentation approaches, including Otsu thresholding and machine learning models, and subsequent cell segmentation. We used an SMLM dataset derived from dSTORM images of sectioned cell pellets, stained for the membrane proteins EGFR (epidermal growth factor receptor) and EREG (epiregulin) as a test dataset. We found that a Cellpose model retrained on our data performed the best in the membrane segmentation task, allowing us to perform downstream cluster analysis of membrane versus cell interior localisations. We anticipate this will be generally useful for SMLM analysis.
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  • 文章类型: Journal Article
    模块化超分子复合物,不同的蛋白质被组装在同一结构中收集靶向能力和光功能特性,对细菌光动力灭活特别感兴趣,鉴于其固有的生物相容性和灵活性。我们最近提出了一个这样的结构,利用四聚体细菌蛋白链霉亲和素作为主要组成部分,以金黄色葡萄球菌蛋白A为目标,扩大目标的调色板,我们已经连接了生物素化的伴刀豆球蛋白A,一种糖结合蛋白,亚甲蓝标记的链霉亲和素。通过应用光谱学和显微镜的组合,我们证实了伴刀豆球蛋白A与革兰氏阳性金黄色葡萄球菌和革兰氏阴性大肠杆菌的壁的结合。在低微摩尔范围内观察到两种细菌菌株的光失活,尽管对分子靶标的中等亲和力和低单线态氧产率限制了整体效率。最后,我们将最大熵方法应用于自相关迹线的分析,这证明在解释尺寸不同的扩散系统测量的信号时特别有用,例如与细菌结合的荧光物种。
    Modular supramolecular complexes, where different proteins are assembled to gather targeting capability and photofunctional properties within the same structures, are of special interest for bacterial photodynamic inactivation, given their inherent biocompatibility and flexibility. We have recently proposed one such structure, exploiting the tetrameric bacterial protein streptavidin as the main building block, to target S. aureus protein A. To expand the palette of targets, we have linked biotinylated Concanavalin A, a sugar-binding protein, to a methylene blue-labelled streptavidin. By applying a combination of spectroscopy and microscopy, we demonstrate the binding of Concanavalin A to the walls of Gram-positive S. aureus and Gram-negative E. coli. Photoinactivation is observed for both bacterial strains in the low micromolar range, although the moderate affinity for the molecular targets and the low singlet oxygen yields limit the overall efficiency. Finally, we apply a maximum entropy method to the analysis of autocorrelation traces, which proves particularly useful when interpreting signals measured for diffusing systems heterogeneous in size, such as fluorescent species bound to bacteria.
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  • 文章类型: Journal Article
    阴道毛滴虫,一种常见的性传播寄生虫,定植于人类泌尿生殖道,分泌被人细胞吸收的细胞外囊泡(TvEV),并推测也被寄生虫吸收。虽然TvEV和人类细胞之间的串扰导致了对宿主的洞察:寄生虫相互作用,电动汽车在感染中的作用在很大程度上是单方面的,对阴道毛虫摄取TvEV的影响知之甚少。大约11%的感染被发现是多个阴道毛虫菌株的共同感染。临床分离株对宿主细胞的粘附和细胞溶解通常不同,强调了解寄生虫种群内TvEV摄取的影响的重要性。为了解决这个问题,我们的实验室测试了较少粘附的阴道毛虫菌株的能力,G3,以摄取源自自身的荧光标记的TvEV(G3-EV)和来自更具粘附性的寄生虫菌株(B7RC2-EV)的TvEV。这里,我们表明,与粘附较少的菌株相比,粘附较多的菌株产生的TvEV更有效地内化。此外,G3寄生虫与B7RC2-EV的预孵育增加了寄生虫聚集和对宿主细胞的粘附。转录组学显示,TvEV上调预测的寄生虫膜蛋白的表达,并确定了粘附因子,杂多糖结合蛋白(HPB2)。最后,使用比较蛋白质组学和超分辨率显微镜,我们证明了粘附因子的直接转移,钙粘蛋白样蛋白,从TvEV到受体寄生虫表面。这项工作将TvEV确定为寄生虫的介体:寄生虫通讯可能会影响混合感染期间的发病机理。
    Trichomonas vaginalis, a common sexually transmitted parasite that colonizes the human urogenital tract, secretes extracellular vesicles (TvEVs) that are taken up by human cells and are speculated to be taken up by parasites as well. While the crosstalk between TvEVs and human cells has led to insight into host:parasite interactions, roles for TvEVs in infection have largely been one-sided, with little known about the effect of TvEV uptake by T. vaginalis. Approximately 11% of infections are found to be coinfections of multiple T. vaginalis strains. Clinical isolates often differ in their adherence to and cytolysis of host cells, underscoring the importance of understanding the effects of TvEV uptake within the parasite population. To address this question, our lab tested the ability of a less adherent strain of T. vaginalis, G3, to take up fluorescently labeled TvEVs derived from both itself (G3-EVs) and TvEVs from a more adherent strain of the parasite (B7RC2-EVs). Here, we showed that TvEVs generated from the more adherent strain are internalized more efficiently compared to the less adherent strain. Additionally, preincubation of G3 parasites with B7RC2-EVs increases parasite aggregation and adherence to host cells. Transcriptomics revealed that TvEVs up-regulate expression of predicted parasite membrane proteins and identified an adherence factor, heteropolysaccharide binding protein (HPB2). Finally, using comparative proteomics and superresolution microscopy, we demonstrated direct transfer of an adherence factor, cadherin-like protein, from TvEVs to the recipient parasite\'s surface. This work identifies TvEVs as a mediator of parasite:parasite communication that may impact pathogenesis during mixed infections.
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  • 文章类型: Journal Article
    Tau蛋白在突触前和突触后末端都具有重要的生理功能。在几种神经退行性疾病中,病理性tau物种也与突触功能障碍有关。尤其是老年痴呆症.为了了解突触区室中的tau分布,需要超分辨率成像。这里,我们描述了一个简单的协议来固定和成像没有聚集伪影的脑突触体,通过用乙二醇双(琥珀酰亚胺基琥珀酸酯)(EGS)代替标准固定剂多聚甲醛。tau蛋白的超分辨率成像是通过三色直接随机光学重建显微镜(dSTORM)实现的。发现Tau蛋白与突触小泡以及突触后密度共定位。
    Tau protein has important physiological functions at both presynaptic and postsynaptic terminals. Pathological tau species are also associated with synaptic dysfunctions in several neurodegenerative disorders, especially Alzheimer\'s disease. To understand tau distribution inside synaptic compartments, super-resolution imaging is required. Here, we describe a facile protocol to immobilize and image brain synaptosomes without aggregation artefacts, by substituting the standard fixative paraformaldehyde with ethylene glycol bis(succinimidyl succinate) (EGS). Super-resolution imaging of tau proteins is achieved through three-color direct stochastic optical reconstruction microscopy (dSTORM). Tau protein is found to colocalize with synaptic vesicles as well as postsynaptic densities.
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  • 文章类型: Journal Article
    突触后一侧的谷氨酸受体将突触前释放的神经递质转化为突触后兴奋。它们在许多形式的突触可塑性中起作用,例如,受体场的稳态缩放,活动依赖性突触可塑性和突触前稳态增强(PHP)的诱导。后一个过程已在果蝇神经肌肉接头(NMJ)上进行了广泛的研究。谷氨酸受体亚基IIA(GluRIIA)的遗传去除导致突触处PHP的诱导。到目前为止,GluRIIA基因的敲除大多不精确。此外,过去已经检查了GluRIIA的突变和标记版本,但这些构建体大多数不在内源性调节控制下表达或涉及上述不精确的GluRIIA基因敲除。我们在GluRIIA的内源基因座进行了CRISPR/Cas9辅助的基因编辑。这使得能够使用具有EGFP和ALFA标签的标记构建体用于超分辨率免疫荧光成像来研究GluRIIA的内源性表达模式。包括结构化照明显微镜(SIM)和直接随机光学重建显微镜(DSTORM)。所有GluRIIA构建体都表现出全部功能,PHP可以在对照水平上被博爱毒素诱导。通过应用层次聚类算法对dSTORM数据进行分析,我们检测到~0.15µm2的突触后受体簇面积。因此,我们的构建体适用于GluRIIA的超微结构分析。
    Glutamate receptors at the postsynaptic side translate neurotransmitter release from presynapses into postsynaptic excitation. They play a role in many forms of synaptic plasticity, e.g., homeostatic scaling of the receptor field, activity-dependent synaptic plasticity and the induction of presynaptic homeostatic potentiation (PHP). The latter process has been extensively studied at Drosophila melanogaster neuromuscular junctions (NMJs). The genetic removal of the glutamate receptor subunit IIA (GluRIIA) leads to an induction of PHP at the synapse. So far, mostly imprecise knockouts of the GluRIIA gene have been utilized. Furthermore, mutated and tagged versions of GluRIIA have been examined in the past, but most of these constructs were not expressed under endogenous regulatory control or involved the mentioned imprecise GluRIIA knockouts. We performed CRISPR/Cas9-assisted gene editing at the endogenous locus of GluRIIA. This enabled the investigation of the endogenous expression pattern of GluRIIA using tagged constructs with an EGFP and an ALFA tag for super-resolution immunofluorescence imaging, including structured illumination microscopy (SIM) and direct stochastic optical reconstruction microscopy (dSTORM). All GluRIIA constructs exhibited full functionality and PHP could be induced by philanthotoxin at control levels. By applying hierarchical clustering algorithms to analyze the dSTORM data, we detected postsynaptic receptor cluster areas of ~0.15 µm2. Consequently, our constructs are suitable for ultrastructural analyses of GluRIIA.
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  • 文章类型: Journal Article
    单分子超分辨率显微镜通过随时间分离单个荧光团发射克服了衍射极限,导致空间分辨率远远优于落射荧光显微镜。这允许更详细地研究DNA损伤响应(DDR)事件。多种DNA损伤药物可用于S期同步永生化细胞系,并与5-乙炔基-2'-脱氧尿苷(EdU)脉冲标记一起使用,以最终在不同的时间点可视化DNA修复途径,并定量新生DNA和免疫标记的DDR蛋白之间的共定位。本章将概述超分辨率显微镜测定,以询问在永生化细胞系中DDR事件期间受损病灶处DNA修复蛋白的时空组织。
    Single molecule super resolution microscopy overcomes the diffraction limit by separating individual fluorophore emissions over time, resulting in spatial resolutions that are far superior to epifluorescence microscopy. This allows for DNA damage response (DDR) events to be investigated in greater detail. A variety of DNA damaging drugs can be used on S-phase synchronized immortalized cell lines alongside 5-ethynyl-2\'-deoxyuridine (EdU) pulse labelling to ultimately visualize DNA repair pathways at distinct time points and quantify colocalizations between nascent DNA and immunolabeled DDR proteins. This chapter will outline super resolution microscopy assays to interrogate the spatiotemporal organization of DNA repair proteins at damaged foci during DDR events within immortalized cell lines.
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  • 文章类型: Journal Article
    从内质网(ER)释放的钙(Ca2)的协调事件是可兴奋细胞中的关键第二信使。在痛觉背根神经节(DRG)神经元中,这些事件可以观察到Ca2+火花,由ryanodine受体(RyR)和肌醇1,4,5-三磷酸受体(IP3R1)的组合产生。这些微观信号为神经元细胞提供了调节亚浆膜Ca2+处理的可能手段,启动囊泡胞吐。使用超分辨率dSTORM和扩展显微镜,我们观察了RyR和IP3R1的纳米级分布,它们在培养的大鼠DRG躯体的质膜下区域具有松散组织的簇。我们采用了一种新颖的相关显微镜协议,以检查每个Ca2火花局部的RyR和IP3R1的纳米级图案。我们发现,大多数浆膜下火花与相对较小的RyR组相关,而较大的火花通常与较大的IP3R1组相关。这些数据还显示,在<30%的质膜下细胞区域中自发的Ca2火花,但由这两种通道物种组成,密度比细胞非活动区域高3.8-5倍。一起来看,这些观察结果揭示了RyR和IP3R1在ER和表面质膜之间的接触位点共同聚集的不同模式和长度尺度,这些位置和数量编码在每个Ca2火花处释放的Ca2。
    Coordinated events of calcium (Ca2+) released from the endoplasmic reticulum (ER) are key second messengers in excitable cells. In pain-sensing dorsal root ganglion (DRG) neurons, these events can be observed as Ca2+ sparks, produced by a combination of ryanodine receptors (RyR) and inositol 1,4,5-triphosphate receptors (IP3R1). These microscopic signals offer the neuronal cells with a possible means of modulating the subplasmalemmal Ca2+ handling, initiating vesicular exocytosis. With super-resolution dSTORM and expansion microscopies, we visualised the nanoscale distributions of both RyR and IP3R1 that featured loosely organised clusters in the subplasmalemmal regions of cultured rat DRG somata. We adapted a novel correlative microscopy protocol to examine the nanoscale patterns of RyR and IP3R1 in the locality of each Ca2+ spark. We found that most subplasmalemmal sparks correlated with relatively small groups of RyR whilst larger sparks were often associated with larger groups of IP3R1. These data also showed spontaneous Ca2+ sparks in <30% of the subplasmalemmal cell area but consisted of both these channel species at a 3.8-5 times higher density than in nonactive regions of the cell. Taken together, these observations reveal distinct patterns and length scales of RyR and IP3R1 co-clustering at contact sites between the ER and the surface plasmalemma that encode the positions and the quantity of Ca2+ released at each Ca2+ spark.
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  • 文章类型: Journal Article
    人干扰素诱导的跨膜(IFITM)蛋白抑制广谱包膜病毒的融合,当在靶细胞中表达时和当存在于感染细胞中时。在受感染的细胞中表达时,IFITM整合到子代病毒粒子中,并通过知之甚少的机制降低其感染性。由于只有少数包膜糖蛋白(Envs)存在于HIV-1颗粒上,Env聚类被认为是最佳传染性的关键,我们询问IFITM蛋白掺入是否调节HIV-1Env聚类。合并IFITM家族的两个成员,IFITM1和IFITM3转化为HIV-1假病毒与感染性显着降低相关。单个HIV-1假病毒的Env分布的超分辨率成像未显示IFITM对Env聚类的显着影响。然而,相对于对照和含IFITM1的病毒,IFITM3减少了Env加工和掺入病毒体。这些结果表明,除了干扰Env函数之外,IFITM3限制HIV-1Env裂解和掺入病毒体。IFITMs对Env聚类缺乏显著的影响支持替代的限制机制,例如改变病毒膜的性质。
    Human interferon-induced transmembrane (IFITM) proteins inhibit the fusion of a broad spectrum of enveloped viruses, both when expressed in target cells and when present in infected cells. Upon expression in infected cells, IFITMs incorporate into progeny virions and reduce their infectivity by a poorly understood mechanism. Since only a few envelope glycoproteins (Envs) are present on HIV-1 particles, and Env clustering has been proposed to be essential for optimal infectivity, we asked if IFITM protein incorporation modulates HIV-1 Env clustering. The incorporation of two members of the IFITM family, IFITM1 and IFITM3, into HIV-1 pseudoviruses correlated with a marked reduction of infectivity. Super-resolution imaging of Env distribution on single HIV-1 pseudoviruses did not reveal significant effects of IFITMs on Env clustering. However, IFITM3 reduced the Env processing and incorporation into virions relative to the control and IFITM1-containing viruses. These results show that, in addition to interfering with the Env function, IFITM3 restricts HIV-1 Env cleavage and incorporation into virions. The lack of notable effect of IFITMs on Env clustering supports alternative restriction mechanisms, such as modification of the properties of the viral membrane.
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  • 文章类型: Journal Article
    光免疫疗法使用与光敏剂缀合的抗体来产生具有针对肿瘤细胞的靶向性质和光失活能力的纳米结构构建体。癌细胞上的表面受体密度被认为是光动力治疗功效的决定因素。在这项工作中,我们建议使用由临床级PD-L1结合单克隆抗体Atezolizumab组成的光活性缀合物,共价连接到众所周知的光敏剂曙红或荧光探针Alexa647。使用单分子定位显微镜(直接随机光学重建显微镜,dSTORM),和用Alexa647标记的抗PD-L1单克隆抗体,我们将两种表达PD-L1的人非小细胞肺癌细胞系(H322和A549)中暴露于细胞表面的PD-L1受体的密度定量至不同水平.然后,我们研究了该值是否与光动力治疗的有效性相关。用光免疫缀合物的H322和A549的光动力治疗证明了其用于PDT治疗的潜力。但疗效与PD-L1表达水平无关.我们的结果提供了额外的证据,即受体密度并不能先验地确定光诱导细胞死亡的水平。
    Photo-immunotherapy uses antibodies conjugated to photosensitizers to produce nanostructured constructs endowed with targeting properties and photo-inactivation capabilities towards tumor cells. The superficial receptor density on cancer cells is considered a determining factor for the efficacy of the photodynamic treatment. In this work, we propose the use of a photoactive conjugate that consists of the clinical grade PD-L1-binding monoclonal antibody Atezolizumab, covalently linked to either the well-known photosensitizer eosin or the fluorescent probe Alexa647. Using single-molecule localization microscopy (direct stochastic optical reconstruction microscopy, dSTORM), and an anti-PD-L1 monoclonal antibody labelled with Alexa647, we quantified the density of PD-L1 receptors exposed on the cell surface in two human non-small-cell lung cancer lines (H322 and A549) expressing PD-L1 to a different level. We then investigated if this value correlates with the effectiveness of the photodynamic treatment. The photodynamic treatment of H322 and A549 with the photo-immunoconjugate demonstrated its potential for PDT treatments, but the efficacy did not correlate with the PD-L1 expression levels. Our results provide additional evidence that receptor density does not determine a priori the level of photo-induced cell death.
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