single-particle analysis

  • 文章类型: Journal Article
    质膜(PM)是高度动态的结构,脂质和蛋白质理论上可以自由扩散。然而,报告表明PM蛋白在其平面内不能自由扩散,但受到细胞骨架网络的约束,尽管细胞骨架如何限制植物PM蛋白的横向扩散的机制尚不清楚。通过单分子追踪,我们研究了六种具有不同结构的拟南芥(拟南芥)PM蛋白的动力学,并发现了这些蛋白在大小和动力学上的差异。此外,我们发现细胞骨架,特别是微管,限制PM蛋白的扩散,包括跨膜和膜锚定蛋白。有趣的是,微丝骨架调节胞吞货物的细胞内运输。因此,这些发现表明,细胞骨架通过限制PM蛋白在特定膜区室中的扩散和参与内化货物囊泡的运输来控制信号转导,从而积极调控植物的信号转导。
    Plasma membranes (PMs) are highly dynamic structures where lipids and proteins can theoretically diffuse freely. However, reports indicate that PM proteins do not freely diffuse within their planes but are constrained by cytoskeleton networks, though the mechanisms for how the cytoskeleton restricts lateral diffusion of plant PM proteins are unclear. Through single-molecule tracking, we investigated the dynamics of six Arabidopsis (Arabidopsis thaliana) PM proteins with diverse structures and found distinctions in sizes and dynamics among these proteins. Moreover, we showed that the cytoskeleton, particularly microtubules, limits the diffusion of PM proteins, including transmembrane and membrane-anchoring proteins. Interestingly, the microfilament skeleton regulates intracellular transport of endocytic cargo. Therefore, these findings indicate that the cytoskeleton controls signal transduction by limiting diffusion of PM proteins in specific membrane compartments and participating in transport of internalized cargo vesicles, thus actively regulating plant signal transduction.
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  • 文章类型: Journal Article
    接触蛋白2(CNTN2)是一种参与轴突导向的细胞粘附分子,神经元迁移,和魅力。CNTN1-CNTN6的胞外域由六个Ig域(Ig1-Ig6)和四个FN域组成。这里,我们表明CNTN2形成瞬时同型相互作用(KD~200nM)。全长CNTN2和CNTN2_Ig1-Ig6的Cryo-EM结构揭示了由交织而成的T形同型二聚体,平行单体。出乎意料的是,马蹄形Ig1-Ig4头饰在同二聚体的任一侧向外延伸其Ig2-Ig3尖端,而Ig4、Ig5、Ig6和FN结构域形成中央茎。交联质谱和基于细胞的结合测定证实了CNTN2同二聚体的3D组装。介导同源二聚体形成的界面在CNTNs之间不同,同型与异型相互作用机制也是如此。因此,CNTN家族编码了一个多功能的分子平台,该平台支持非常多样化的蛋白质相互作用组合,并且可以用于战略性地指导神经回路发育。
    Contactin 2 (CNTN2) is a cell adhesion molecule involved in axon guidance, neuronal migration, and fasciculation. The ectodomains of CNTN1-CNTN6 are composed of six Ig domains (Ig1-Ig6) and four FN domains. Here, we show that CNTN2 forms transient homophilic interactions (KD ∼200 nM). Cryo-EM structures of full-length CNTN2 and CNTN2_Ig1-Ig6 reveal a T-shaped homodimer formed by intertwined, parallel monomers. Unexpectedly, the horseshoe-shaped Ig1-Ig4 headpieces extend their Ig2-Ig3 tips outwards on either side of the homodimer, while Ig4, Ig5, Ig6, and the FN domains form a central stalk. Cross-linking mass spectrometry and cell-based binding assays confirm the 3D assembly of the CNTN2 homodimer. The interface mediating homodimer formation differs between CNTNs, as do the homophilic versus heterophilic interaction mechanisms. The CNTN family thus encodes a versatile molecular platform that supports a very diverse portfolio of protein interactions and that can be leveraged to strategically guide neural circuit development.
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  • 文章类型: Journal Article
    单粒子低温电子显微镜(cryo-EM)已成为一种基本的结构确定技术,最近的硬件发展使达到原子分辨率成为可能。单个原子,包括氢原子,可以解决。在这项研究中,我们使用核黄素生物合成倒数第二步中涉及的酶作为测试样本,对最近安装的显微镜进行基准测试,并确定其他蛋白质复合物是否可以达到1.5或更高的分辨率,到目前为止,只有铁载体铁蛋白才能实现。使用最先进的显微镜和检测器硬件以及最新的软件技术来克服显微镜和样品的限制,从48小时的显微镜观察中获得了Aquifexaeolicuslumazine合酶(AaLS)的1.42的图。除了参与AaLS功能的水分子和配体,我们可以观察到50%的氢原子的正密度。通过Ewald球体校正可以实现分辨率的小幅提高,预计该直径的分子将分辨率限制在〜1.5。我们的研究证实,其他蛋白质复合物可以解决近原子分辨率。未来在标本制备和蛋白质复合物稳定方面的改进可能会使更灵活的大分子达到这种分辨率水平,并应成为该领域研究的重点。
    Single-particle cryo-electron microscopy (cryo-EM) has become an essential structural determination technique with recent hardware developments making it possible to reach atomic resolution, at which individual atoms, including hydrogen atoms, can be resolved. In this study, we used the enzyme involved in the penultimate step of riboflavin biosynthesis as a test specimen to benchmark a recently installed microscope and determine if other protein complexes could reach a resolution of 1.5 Å or better, which so far has only been achieved for the iron carrier ferritin. Using state-of-the-art microscope and detector hardware as well as the latest software techniques to overcome microscope and sample limitations, a 1.42 Å map of Aquifex aeolicus lumazine synthase (AaLS) was obtained from a 48 h microscope session. In addition to water molecules and ligands involved in the function of AaLS, we can observe positive density for ∼50% of the hydrogen atoms. A small improvement in the resolution was achieved by Ewald sphere correction which was expected to limit the resolution to ∼1.5 Å for a molecule of this diameter. Our study confirms that other protein complexes can be solved to near-atomic resolution. Future improvements in specimen preparation and protein complex stabilization may allow more flexible macromolecules to reach this level of resolution and should become a priority of study in the field.
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  • 文章类型: Journal Article
    来自天然和人为来源的纳米超细颗粒(UFP)广泛存在,当被人类吸入时会造成严重的健康风险。然而,在体内追踪吸入的UFP是极其困难的,和分布,易位,UFP的代谢仍不清楚。这里,我们报告一个没有标签的,机器学习辅助的单粒子电感耦合等离子体质谱(spICP-MS)方法,用于追踪空气中磁铁矿纳米粒子(MNPs)的暴露途径,包括外部排放源,以及使用小鼠模型在体内的分布和易位。我们的结果提供了暴露于MNPs的小鼠的不同代谢途径的定量分析,揭示脾脏是MNP代谢的主要部位(84.4%),其次是肝脏(11.4%)。吸入的UFP跨不同器官的易位改变了它们的粒径。这项工作提供了对UFP体内命运的新见解,以及用于纳米毒理学和风险评估的多功能和强大平台。
    Nanosized ultrafine particles (UFPs) from natural and anthropogenic sources are widespread and pose serious health risks when inhaled by humans. However, tracing the inhaled UFPs in vivo is extremely difficult, and the distribution, translocation, and metabolism of UFPs remain unclear. Here, we report a label-free, machine learning-aided single-particle inductively coupled plasma mass spectrometry (spICP-MS) approach for tracing the exposure pathways of airborne magnetite nanoparticles (MNPs), including external emission sources, and distribution and translocation in vivo using a mouse model. Our results provide quantitative analysis of different metabolic pathways in mice exposed to MNPs, revealing that the spleen serves as the primary site for MNP metabolism (84.4%), followed by the liver (11.4%). The translocation of inhaled UFPs across different organs alters their particle size. This work provides novel insights into the in vivo fate of UFPs as well as a versatile and powerful platform for nanotoxicology and risk assessment.
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  • 文章类型: Journal Article
    基于脂质的纳米药物(LBNMs),包括脂质体,脂质纳米颗粒(LNP)和细胞外囊泡(EV),被认为是临床上最可接受的纳米制剂之一。然而,工作台到床边的翻译效率远远不能令人满意,主要是由于在单粒子水平上缺乏对其物理和生化属性的深入了解。在这次审查中,我们首先简要介绍了LBNMs,突出了过去几十年来的一些里程碑和相关的科学和临床成就,以及LBNM表征方面的巨大挑战。接下来,我们概述了LBNMs的每个类别以及在很大程度上决定其生物学特性和临床表现的核心特性,例如大小分布,颗粒浓度,形态学,药物封装和表面性能。然后,包括电子显微镜在内的几种分析技术的最新应用,原子力显微镜,荧光显微镜,拉曼显微术,纳米粒子跟踪分析,全面讨论了可调谐电阻脉冲传感和流式细胞术对LBNM单粒子表征的影响。特别是,强调了新开发的纳米流式细胞术的相对优势,该技术可以对小于40nm的LBNM的物理和生化特性进行定量分析,并具有高通量和统计稳健性。这篇综述文章的总体目标是说明其重要性,与LBNM单粒子表征相关的挑战和成就。
    Lipid-based nanomedicines (LBNMs), including liposomes, lipid nanoparticles (LNPs) and extracellular vesicles (EVs), are recognized as one of the most clinically acceptable nano-formulations. However, the bench-to-bedside translation efficiency is far from satisfactory, mainly due to the lack of in-depth understanding of their physical and biochemical attributes at the single-particle level. In this review, we first give a brief introduction of LBNMs, highlighting some milestones and related scientific and clinical achievements in the past several decades, as well as the grand challenges in the characterization of LBNMs. Next, we present an overview of each category of LBNMs as well as the core properties that largely dictate their biological characteristics and clinical performance, such as size distribution, particle concentration, morphology, drug encapsulation and surface properties. Then, the recent applications of several analytical techniques including electron microscopy, atomic force microscopy, fluorescence microscopy, Raman microscopy, nanoparticle tracking analysis, tunable resistive pulse sensing and flow cytometry on the single-particle characterization of LBNMs are thoroughly discussed. Particularly, the comparative advantages of the newly developed nano-flow cytometry that enables quantitative analysis of both the physical and biochemical characteristics of LBNMs smaller than 40 nm with high throughput and statistical robustness are emphasized. The overall aim of this review article is to illustrate the importance, challenges and achievements associated with single-particle characterization of LBNMs.
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  • 文章类型: Journal Article
    背景:通过电感耦合等离子体(ICP)光谱法检测单个细胞中的元素最近引起了生物学研究的极大兴趣,由于ICP光谱法对微量元素分析的独特能力。然而,使用ICP光学发射光谱法(ICP-OES)进行单细胞分析仍然是一个挑战,因为细胞的小尺寸和离散性质.这同时ICP-OES可以作为用于此目的的成本有效且无标签的方法。因此,有必要改进目前的ICP-OES技术,以方便单细胞中元素的检测,从而解锁新的应用程序。
    结果:一种新型锥形ICP炬,这已经被证明提供了比传统的更好的分析性能,用于实现单个微细胞中钙的检测。设计了一个新的加热室,并与高效雾化器耦合作为样品引入系统。对于单个SiO2颗粒的检测,在不牺牲信号强度的情况下,发现新样品引入系统获得的颗粒事件数量比传统系统高9倍。随后,人乳腺癌细胞中的钙(MDA-MB-231),小鼠乳腺癌细胞(Py8119),使用新的ICP-OES系统成功检测了小鼠骨细胞(MLO-Y4)。细胞检测效率约为2%-3%,远高于先前单细胞ICP-OES研究中报道的值。最后,作为一个新的应用程序,最近发现的Piezo1钙通道激活剂Yoda1的作用,对骨细胞进行了研究。与对照样品相比,观察到Yoda1处理的MLO-Y4细胞中的钙含量增加了36%。
    结论:这项研究揭示了ICP-OES在微小细胞的单细胞分析中的能力,这通过新的锥形ICP炬和新的样品引入系统成为可能。在单个哺乳动物细胞中检测钙的能力使得该技术的首次应用能够评估Yoda1激活剂对骨细胞中钙水平的影响。
    BACKGROUND: Detection of elements in individual cells by inductively coupled plasma (ICP) spectrometry has recently attracted significant interest in biological research, due to the unique ability of ICP spectrometry for trace element analysis. However, performing single-cell analysis using ICP optical emission spectrometry (ICP-OES) remains a challenge due to the small size and discrete nature of cells. This is while ICP-OES can serve as a cost-effective and label-free method for this purpose. Therefore, it is necessary to improve the current ICP-OES technique to facilitate the detection of elements in single cells, thereby unlocking novel applications.
    RESULTS: A new conical ICP torch, which has been illustrated to offer better analytical performance than the conventional ones, was applied to achieve the detection of calcium in single micro-sized cells. A new heated chamber was designed and coupled with a high-efficiency nebulizer as the sample introduction system. For the detection of single SiO2 particles, the number of particle events obtained by the new sample introduction system was found to be up to 9 times higher than that of the conventional system without sacrificing the signal intensity. Subsequently, calcium in human breast cancer cells (MDA-MB-231), mice breast cancer cells (Py8119), and mice osteocytes (MLO-Y4) was successfully detected using the new ICP-OES system. The cell detection efficiency turned out to be around 2%-3% which is much higher than that the reported values in previous single-cell ICP-OES research. Finally, as a new application, the effect of Yoda1, a recently identified activator of Piezo1 calcium channel, on osteocytes was investigated. The calcium content in Yoda1-treated MLO-Y4 cells was seen increase by 36% compared to the control sample.
    CONCLUSIONS: This research reveals the capability of ICP-OES in single-cell analysis for micro-sized cells which was made possible by the new conical ICP torch and the new sample introduction system. The ability to detect calcium in single mammalian cells enables the first ever application of this technique to assess the impact of the Yoda1 activator on the calcium level in osteocytes.
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  • 文章类型: Journal Article
    第21个氨基酸,硒代半胱氨酸(Sec),在其专用转移RNA(tRNASec)上合成。在细菌中,Sec是通过硒代半胱氨酸合成酶(SelA)从Ser-tRNA[Ser]Sec合成的,它是Sec生物合成中的关键酶。细菌SelA的结构表征对于破译其催化机理及其在Sec合成途径调节中的作用至关重要。这里,我们提供了细菌SelA的全面单粒子低温电子显微镜(SPAcryoEM)结构,总分辨率为2.69。使用重组大肠杆菌SelA,我们纯化并制备了单颗粒冷冻EM样品。来自SelA的结构见解,结合以前的体内和体外知识,强调了在SelA的功能中,解数化不可或缺的作用。此外,我们的结构分析证实了先前的结果表明,SelA采用二聚体构型的五聚体,和活动站点架构,底物结合袋,和关键的K295催化残留物进行了识别和详细描述。细菌酶与其对应物之间的蛋白质结构和底物协调的差异提供了令人信服的结构证据,支持自然界中存在的细菌和古细菌/真核生物Ser-Sec生物合成的独立分子进化。
    The 21st amino acid, selenocysteine (Sec), is synthesized on its dedicated transfer RNA (tRNASec). In bacteria, Sec is synthesized from Ser-tRNA[Ser]Sec by Selenocysteine Synthase (SelA), which is a pivotal enzyme in the biosynthesis of Sec. The structural characterization of bacterial SelA is of paramount importance to decipher its catalytic mechanism and its role in the regulation of the Sec-synthesis pathway. Here, we present a comprehensive single-particle cryo-electron microscopy (SPA cryoEM) structure of the bacterial SelA with an overall resolution of 2.69 Å. Using recombinant Escherichia coli SelA, we purified and prepared samples for single-particle cryoEM. The structural insights from SelA, combined with previous in vivo and in vitro knowledge, underscore the indispensable role of decamerization in SelA\'s function. Moreover, our structural analysis corroborates previous results that show that SelA adopts a pentamer of dimers configuration, and the active site architecture, substrate binding pocket, and key K295 catalytic residue are identified and described in detail. The differences in protein architecture and substrate coordination between the bacterial enzyme and its counterparts offer compelling structural evidence supporting the independent molecular evolution of the bacterial and archaea/eukarya Ser-Sec biosynthesis present in the natural world.
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  • 文章类型: Journal Article
    大气气溶胶的酸碱度是影响其对气候变化影响的关键特征。人类健康,和生态系统。尽管进行了广泛的气溶胶pH研究,确定单个大气气溶胶颗粒的pH值一直是一个挑战。这项研究提出了一种新颖的分析技术,该技术利用表面增强拉曼光谱来评估单个环境PM2.5-10气溶胶颗粒的pH值,并检查其吸湿行为。形态学,和元素成分。结果表明,同时收集的气溶胶颗粒之间的pH值变化很大,范围从3.3到5.7。这种可变性可能与每个粒子的独特反应和老化状态有关。广泛的颗粒之间的pH值变化表明,在同一时间和地点存在的大气气溶胶可以表现出不同的反应性,反应途径,相平衡,和相分离特性。这项开创性的研究为深入研究粒子间的变异性铺平了道路,大小依赖关系,以及气溶胶pH值的详细时空变化,从而加深了我们对大气化学及其环境影响的理解。
    The pH of atmospheric aerosols is a key characteristic that profoundly influences their impacts on climate change, human health, and ecosystems. Despite widely performed aerosol pH research, determining the pH levels of individual atmospheric aerosol particles has been a challenge. This study presents a novel analytical technique that utilizes surface-enhanced Raman spectroscopy to assess the pH of individual ambient PM2.5-10 aerosol particles in conjunction with examining their hygroscopic behavior, morphology, and elemental compositions. The results revealed a substantial pH variation among simultaneously collected aerosol particles, ranging from 3.3 to 5.7. This variability is likely related to each particle\'s unique reaction and aging states. The extensive particle-to-particle pH variability suggests that atmospheric aerosols present at the same time and location can exhibit diverse reactivities, reaction pathways, phase equilibria, and phase separation properties. This pioneering study paves the way for in-depth investigations into particle-to-particle variability, size dependency, and detailed spatial and temporal variations of aerosol pH, thus deepening our understanding of atmospheric chemistry and its environmental implications.
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  • 文章类型: Journal Article
    对大分子和蛋白质复合物的结构见解提供了有关功能的分子基础的关键线索。低温电子显微镜(cryo-EM)已成为一种强大的结构生物学方法,可在天然和近天然状态下以高分辨率研究蛋白质和大分子结构。尽管能够使用cryo-EM获得对蛋白质功能基础过程的详细结构见解,植物生物学家对将该方法应用于生物分子相互作用研究一直犹豫不决。从电子显微镜数据库中来自植物来源的蛋白质和蛋白质复合物的相对较少的结构沉积中可以明显看出这一点。尽管进展缓慢,cryo-EM对我们对光合作用的分子生物学过程的理解做出了重大贡献,植物中的能量传递,除了病毒感染植物。本章介绍了用于植物蛋白质和大分子复合物的负染色电子显微镜(NSEM)和cryo-EM的样品制备以及使用初学者的单粒子分析进行数据分析。
    Structural insights into macromolecular and protein complexes provide key clues about the molecular basis of the function. Cryogenic electron microscopy (cryo-EM) has emerged as a powerful structural biology method for studying protein and macromolecular structures at high resolution in both native and near-native states. Despite the ability to get detailed structural insights into the processes underlying protein function using cryo-EM, there has been hesitancy amongst plant biologists to apply the method for biomolecular interaction studies. This is largely evident from the relatively fewer structural depositions of proteins and protein complexes from plant origin in electron microscopy databank. Even though the progress has been slow, cryo-EM has significantly contributed to our understanding of the molecular biology processes underlying photosynthesis, energy transfer in plants, besides viruses infecting plants. This chapter introduces sample preparation for both negative-staining electron microscopy (NSEM) and cryo-EM for plant proteins and macromolecular complexes and data analysis using single particle analysis for beginners.
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  • 文章类型: Journal Article
    在应对有限(或没有)低温电子显微镜(cryo-EM)基础设施的实验室和大学所面临的挑战时,ESRF,与格勒诺布尔结构生物学研究所(IBS)合作,已经实施了cryo-EM解决方案到结构(SOS)管道。这个包容性的过程,从网格准备到高分辨率数据收集,涵盖单粒子分析和低温电子层析成像(cryo-ET)。可通过滚动访问路线访问,建议经过科学价值和技术可行性评估。严格的可行性标准需要样本同质性的有力证据。提供了两个不同的切入点:用户可以提交纯化的蛋白质样品进行全面处理,也可以使用已经玻璃化的低温EM网格启动管道。SOS管道集成了阴性染色成像(蛋白质样品专用)作为第一个质量步骤,然后是低温EM网格准备,用于单粒子分析的网格筛选和初步数据收集,或者只有冷冻ET的前两个步骤。在这两种情况下,如果筛选步骤成功完成,高分辨率数据收集将使用TitanKrios显微镜进行,该显微镜配备了最新一代的直接电子计数探测器和能量过滤器。因此,SOS管道成为一种全面高效的解决方案,进一步民主化的冷冻EM研究。
    In addressing the challenges faced by laboratories and universities with limited (or no) cryo-electron microscopy (cryo-EM) infrastructure, the ESRF, in collaboration with the Grenoble Institute for Structural Biology (IBS), has implemented the cryo-EM Solution-to-Structure (SOS) pipeline. This inclusive process, spanning grid preparation to high-resolution data collection, covers single-particle analysis and cryo-electron tomography (cryo-ET). Accessible through a rolling access route, proposals undergo scientific merit and technical feasibility evaluations. Stringent feasibility criteria demand robust evidence of sample homogeneity. Two distinct entry points are offered: users can either submit purified protein samples for comprehensive processing or initiate the pipeline with already vitrified cryo-EM grids. The SOS pipeline integrates negative stain imaging (exclusive to protein samples) as a first quality step, followed by cryo-EM grid preparation, grid screening and preliminary data collection for single-particle analysis, or only the first two steps for cryo-ET. In both cases, if the screening steps are successfully completed, high-resolution data collection will be carried out using a Titan Krios microscope equipped with a latest-generation direct electron counting detector coupled to an energy filter. The SOS pipeline thus emerges as a comprehensive and efficient solution, further democratizing access to cryo-EM research.
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