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Characterization of radiative cooling materials. 辐射冷却材料的特性。
IF 16 1区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-11-18 DOI: 10.1038/s41596-025-01273-2
Zhuning Wang, Sijie Pian, Yaoguang Ma

Radiative cooling is a renewable cooling mechanism with diverse applications. Many radiative cooling materials have been developed (e.g., fabrics, paints and building materials). It is, however, difficult to compare their properties because of a lack of standardized and transparent performance-evaluation systems. Here, we present procedures for assessing the optical and thermal properties of radiative cooling materials that can be applied to various forms such as films, coatings and fabrics. In the first procedure, hemispherical reflectance and transmittance spectra are collected by using two integrating sphere spectrometers for the solar spectrum (0.3-2.5 μm) and the IR spectrum (2.5-20 μm), respectively (2 h). We then describe how to build an outdoor performance-testing platform designed to accurately measure differences in temperature corresponding to the presence of different materials over extended periods. Thermal insulation and radiation shielding are fundamental requirements for this platform. Other environmental conditions are measured (e.g., humidity, sunlight, wind and external temperature). We also describe how to construct and use a smaller, indoor testing platform. Although it is challenging to fully replicate outdoor conditions, indoor testing still provides a standardized reference. Both platforms can be seamlessly integrated with a Proportional-Integral-Derivative temperature control system, enabling the simulation of applications in intricate thermal environments. Outdoor and indoor experiments typically take 7 and 1 d, respectively. Finally, we provide a simple MATLAB-based code for rapid theoretical performance evaluation (~10 min).

辐射冷却是一种可再生的冷却机制,具有广泛的应用。许多辐射冷却材料已被开发出来(例如,织物、油漆和建筑材料)。然而,由于缺乏标准化和透明的绩效评估体系,很难对它们的性能进行比较。在这里,我们提出了评估辐射冷却材料的光学和热性能的程序,这些材料可以应用于各种形式,如薄膜、涂料和织物。第一步,利用两台积分球光谱仪分别采集太阳光谱(0.3 ~ 2.5 μm)和红外光谱(2.5 ~ 20 μm)的半球面反射光谱和透射光谱(2h)。然后,我们描述了如何建立一个室外性能测试平台,旨在准确测量不同材料在长时间内存在的温度差异。隔热和辐射屏蔽是该平台的基本要求。测量其他环境条件(例如,湿度、阳光、风和外部温度)。我们还描述了如何构建和使用一个较小的室内测试平台。尽管完全复制室外条件具有挑战性,但室内测试仍然提供了标准化的参考。这两个平台都可以与比例-积分-导数温度控制系统无缝集成,从而能够在复杂的热环境中模拟应用。室外和室内实验通常分别需要7 d和1 d。最后,我们提供了一个简单的基于matlab的快速理论性能评估代码(~10分钟)。
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引用次数: 0
Extracting and characterizing microplastics and nanoplastics from environmental samples. 从环境样品中提取和表征微塑料和纳米塑料。
IF 16 1区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-11-14 DOI: 10.1038/s41596-025-01276-z
Nana Liu, Zifu Li, Shikun Cheng, Fazel Abdolahpur Monikh, Ziwang Ye, Tingting Ma, Lei Zheng, Xuemei Wang, Bing-Jie Ni, Zhijie Chen, Baolong Jiang, Peng Zhang, Zhiling Guo, Iseult Lynch

There is increasing interest in measuring the effect of microplastics and nanoplastics (MNPs) in the environment, but it is difficult to compare the results obtained in these studies due to variations in the extraction and characterization techniques, as well as the variability of the matrices analyzed. Here we provide a workflow consisting of three separate procedures for (1) preprocessing of different environmental samples, (2) methods for MNP extraction (four-step extraction method) and (3) techniques for qualitative and quantitative characterization of MNPs. The four-step extraction method (FSEM) involves predigestion, predensity separation, postdigestion and postdensity separation. This process has been optimized to maximize recovery (between 83.7% and 100% for polyethylene, polyethylene terephthalate, polypropylene, polystyrene and polymethyl methacrylate) and purity while minimizing artefactual changes to the particles. It is crucial to characterize the MNPs extracted using the FSEM to understand their chemical composition and other physicochemical properties such as quantity, particle size and morphology. We provide guidance on the use of different fit-for-purpose analytical technologies, including attenuated total reflection-Fourier transform infrared spectroscopy (ATR-FTIR), laser direct infrared spectroscopy (LDIR) and optical photothermal infrared microspectroscopy (O-PTIR). These techniques can be combined to characterize MNPs with particle sizes of 0.5-5,000 µm. We provide advice on how to optimize the sample preparation methods by adding or removing extraction steps based on the complexity of the matrix and purpose of the analysis. The suggested validation workflow also uses additional analytical techniques (for example, atomic force microscopy and flow cytometry) to evaluate efficiency, feasibility and reliability. We provide experimental detail for analysis using micro-FTIR, which can be used instead of LDIR and O-PTIR to characterize microplastics with particle sizes larger than 10 µm. Execution of this workflow takes 7-30 d and can be performed by researchers, technicians and students in the environmental field if they have access to the required equipment.

人们对测量微塑料和纳米塑料(MNPs)在环境中的影响越来越感兴趣,但由于提取和表征技术的差异,以及所分析的基质的可变性,很难比较这些研究中获得的结果。在这里,我们提供了一个由三个独立程序组成的工作流程:(1)不同环境样品的预处理,(2)MNP提取方法(四步提取法)和(3)MNP定性和定量表征技术。四步萃取法包括预消化、预浓缩分离、后消化和后浓缩分离。该工艺经过优化,最大限度地提高了回收率(聚乙烯、聚对苯二甲酸乙二醇酯、聚丙烯、聚苯乙烯和聚甲基丙烯酸甲酯的回收率在83.7%至100%之间)和纯度,同时最大限度地减少了人为对颗粒的影响。利用FSEM对提取的MNPs进行表征,以了解它们的化学成分和其他物理化学性质,如数量、粒度和形态,是至关重要的。我们为使用不同的适合用途的分析技术提供指导,包括衰减全反射-傅里叶变换红外光谱(ATR-FTIR),激光直接红外光谱(LDIR)和光学光热红外微光谱(O-PTIR)。这些技术可以结合起来表征粒径为0.5- 5000µm的MNPs。根据基质的复杂程度和分析目的,我们提供建议,通过增加或减少提取步骤来优化样品制备方法。建议的验证工作流还使用了额外的分析技术(例如,原子力显微镜和流式细胞术)来评估效率、可行性和可靠性。我们提供了使用微ftir进行分析的实验细节,它可以代替LDIR和O-PTIR来表征粒径大于10µm的微塑料。该工作流程的执行需要7-30天,如果有必要的设备,可以由环境领域的研究人员、技术人员和学生执行。
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引用次数: 0
Branching beyond bifunctional linkers: synthesis of macrocyclic and trivalent PROTACs. 超越双功能连接体的分支:大环和三价PROTACs的合成。
IF 16 1区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-11-11 DOI: 10.1038/s41596-025-01283-0
Yuting Cao, Alexandra L Harris, Alessio Ciulli

Proteolysis-targeting chimeras (PROTACs) are traditionally conceptualized and synthesized by connecting two ligands, one for a target protein and one for an E3 ligase, via a bifunctional linker. Chemical creativity has recently explored the development of more elaborate and unusual linkers beyond conventional bifunctionals, allowing the development of macrocyclic and trivalent PROTACs. In two distinct proof-of-concept studies guided by the co-crystal structure of bivalent PROTAC MZ1 in complex with the E3 ubiquitin ligase von Hippel-Lindau and the second bromodomain of Brd4, we designed macrocyclic macroPROTAC-1 and trivalent PROTAC SIM1. These designs aimed to enhance protein degradation by constraining the PROTAC in its bioactive conformation or increasing avidity and cooperativity within the PROTAC ternary complex by augmenting the binding valency to the target protein, respectively. Here we describe the step-by-step synthesis of the macrocyclic macroPROTAC-1 and trivalent PROTAC SIM1, detailing the generation of the macrocyclic and trivalent cores and their subsequent conjugation to the respective ligands. This two-part procedure is expected to take ~14 d for the synthesis of macroPROTAC-1 and 10 d for the synthesis of SIM1. In this protocol, we also provide a brief introduction into the biophysical and cellular evaluation of these unusual molecules, representative structures of key negative control compounds and their utility, and highlight recent developments and expansion beyond pioneering exemplars.

蛋白水解靶向嵌合体(Proteolysis-targeting chimeras, PROTACs)传统上是通过双功能连接体连接两个配体,一个用于靶蛋白,一个用于E3连接酶。化学创造力最近探索了传统双官能团之外更复杂和不寻常的连接物的发展,允许开发大环和三价PROTACs。在两项不同的概念验证研究中,我们设计了大环macroPROTAC-1和三价PROTAC SIM1,它们与E3泛素连接酶von Hippel-Lindau和Brd4的第二溴结构域共晶体结构。这些设计旨在分别通过限制PROTAC的生物活性构象或通过增加与靶蛋白的结合价来增加PROTAC三元复合物内的亲和力和协同性来增强蛋白质降解。在这里,我们描述了大环macroPROTAC-1和三价PROTAC SIM1的逐步合成,详细介绍了大环和三价核心的生成以及它们随后与各自配体的共轭。这个由两部分组成的过程预计合成macroPROTAC-1需要14天,合成SIM1需要10天。在本协议中,我们还简要介绍了这些不寻常分子的生物物理和细胞评价,关键负控制化合物的代表性结构及其用途,并强调了开创性范例之外的最新发展和扩展。
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引用次数: 0
Production of human blood-generating heart-forming organoids and sample preparation for advanced imaging. 人类造血类心脏器官的生产和高级成像的样品制备。
IF 16 1区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-10-30 DOI: 10.1038/s41596-025-01268-z
Miriana Dardano, Liam Wilson, Robert Zweigerdt, Lika Drakhlis

Human pluripotent stem (hPS) cell-derived blood-generating heart-forming organoids (BG-HFOs) represent a highly structured in vitro model that recapitulates aspects of human cardiac, hematoendothelial and multiwave hematopoietic co-development. Our model offers novel insights into human development and represents a potent tool for disease modeling, drug testing and other advanced in vitro assays. Here we provide a detailed 14-d protocol for the generation of BG-HFOs, from the embedding of hPS cell-derived aggregates in Matrigel, directing cell differentiation via WNT pathway modulation and supplementation of cytokine cocktails required for hematoendothelial induction and maturation. The protocol is robust and applicable to different hPS cell lines. Proper formation and patterning of the multiple tissues present in the BG-HFOs can be assessed through techniques such as live-cell imaging, whole-mount immunofluorescence (IF) staining, flow cytometry and gene-expression analysis. The efficient generation of BG-HFOs requires hands-on experience with hPS cell culture and the simultaneous management of multiple medium-enriching growth factors and small molecules. We additionally highlight a simple, scalable method of sample preparation for the effective investigation of BG-HFO morphology via laser microscopy using common laboratory equipment. This Protocol requires basic skills in handling hazardous chemicals and limited experience in IF staining and laser microscopy. Our robust and fast method enables the whole-mount IF staining and clearing of large organoids (up to 4 mm in diameter) composed of multiple tissues (with different physical properties) such as BG-HFOs and other complex organoid models in 2.5 d. The described workflow can thus promote fast laser microscopy, thereby tackling a major challenge in the field.

人类多能干细胞(hPS)细胞衍生的造血心脏形成器官(bg - hfo)是一个高度结构化的体外模型,概括了人类心脏、血液内皮和多波造血共同发育的各个方面。我们的模型为人类发展提供了新的见解,并代表了疾病建模,药物测试和其他先进的体外分析的有力工具。在这里,我们提供了一个详细的生成bg - hfo的14天方案,通过将hPS细胞衍生的聚体嵌入到Matrigel中,通过WNT通路调节和补充血液内皮诱导和成熟所需的细胞因子混合物来指导细胞分化。该方案具有鲁棒性,适用于不同的hPS细胞系。通过活细胞成像、全载免疫荧光(IF)染色、流式细胞术和基因表达分析等技术,可以评估bg - hfo中存在的多种组织的正确形成和模式。高效生成bg - hfo需要具有hPS细胞培养的实践经验,并同时管理多种培养基富集生长因子和小分子。我们还重点介绍了一种简单,可扩展的样品制备方法,用于使用普通实验室设备通过激光显微镜有效研究BG-HFO形态。本议定书要求具有处理危险化学品的基本技能,并具有IF染色和激光显微镜方面的有限经验。我们强大而快速的方法能够在2.5 d内完成由多个组织(具有不同物理性质)组成的大型类器官(直径达4毫米)的全安装IF染色和清除,如bg - hfo和其他复杂的类器官模型。因此,所描述的工作流程可以促进快速激光显微镜,从而解决该领域的主要挑战。
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引用次数: 0
Comparing methods for preparing slippery liquid-like polydimethylsiloxane coatings. 制备光滑类液体聚二甲基硅氧烷涂料的方法比较。
IF 16 1区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-10-28 DOI: 10.1038/s41596-025-01253-6
Isaac J Gresham, Hernán Barrio-Zhang, Jae Hyung Cho, Behrooz Khatir, Gary G Wells, Kevin Golovin, Glen McHale, Chiara Neto

Slippery covalently attached liquid surfaces (SCALS, also called quasi-liquid surfaces, liquid-like surfaces and slippery omniphobic covalently attached surfaces) have recently emerged as a new family of materials with many useful properties such as droplet-shedding, deicing and antifouling. They can also serve as model systems in studies of wetting, evaporation and self-assembly phenomena. They are made of nano-thin layers of polymers or oligomers that are liquid at ambient temperature and covalently attached to a smooth substrate. Here we lay out procedures for preparation of the most common SCALS system: polydimethylsiloxane bound to silica surfaces via silane chemistry. The apparent simplicity of these layers and their methods of preparation is misleading, and obtaining reproducible results requires careful control of the reaction parameters. The exact details of the synthetic methods for SCALS determine the observed results; it is therefore essential to report both the synthetic detail and the characterization results to improve reproducibility and to advance understanding of the field. Here a range of synthetic methods used in the literature were reproduced in three different laboratories across the world, their comparative advantages and disadvantages discussed and the resulting SCALS characterized. For each synthetic method, the key parameters that contribute to their performance and ease of reproducibility were identified and optimized.

滑溜共价附着液体表面(SCALS,也称为准液体表面、类液体表面和滑溜全疏共价附着表面)是近年来出现的一类新材料,具有许多有用的性能,如滴状脱落、除冰和防污。它们也可以作为研究湿润、蒸发和自组装现象的模型系统。它们由纳米级的聚合物或低聚物组成,在室温下呈液态,共价附着在光滑的衬底上。在这里,我们列出了制备最常见的SCALS系统的程序:聚二甲基硅氧烷通过硅烷化学结合到二氧化硅表面。这些层及其制备方法表面上的简单性容易引起误解,要获得可重复的结果,需要仔细控制反应参数。SCALS合成方法的具体细节决定了观测结果;因此,报告合成细节和表征结果以提高可重复性和促进对该领域的理解是必不可少的。本文在全球三个不同的实验室中重现了文献中使用的一系列合成方法,讨论了它们的比较优势和劣势,并对所产生的SCALS进行了表征。对于每种合成方法,确定并优化了影响其性能和重现性的关键参数。
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引用次数: 0
Publisher Correction: NanoVar: a comprehensive workflow for structural variant detection to uncover the genome's hidden patterns. 出版商更正:NanoVar:一个全面的工作流程,用于结构变异检测,以揭示基因组的隐藏模式。
IF 16 1区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-10-16 DOI: 10.1038/s41596-025-01297-8
Asmaa Samy, Cheng Yong Tham, Matthew Dyer, Touati Benoukraf
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引用次数: 0
Navigating the data processing for cytometry-based single-cell proteomics. 导航数据处理的细胞计量为基础的单细胞蛋白质组学。
IF 16 1区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-10-16 DOI: 10.1038/s41596-025-01257-2
Huaicheng Sun, Yuan Zhou, Ruoyu Jiang, Yuxuan Liu, Chengbin Gu, Ziqi Pan, Minjie Mou, Xichen Lian, Bohan Chen, Tianle Niu, Ying Zhang, Yintao Zhang, Baoliang Zhang, Xiuna Sun, Hao Yang, Xin Shen, Yangbo Dai, Jiannan Deng, Siqi Liu, Yang Zhang, Mang Xiao, Wanqing Xie, Qingxia Yang, Tingting Fu, Feng Zhu

Cytometry-based single-cell proteomics (SCP) has emerged as a powerful technique that greatly advances our understanding of complex biological systems with a new level of granularity. Various methods have been developed to process cytometry-based SCP data. However, it remains extremely challenging to identify the well-performing processing workflows for specific datasets. Here, we develop ANPELA, an out-of-the-box method for navigating the proteomic data processing based on large-scale screening. It enables a comparison among the performances of thousands of the processing workflows in identifying cell subpopulations and inferring pseudo-time trajectories based on machine learning. Several cases are then analyzed, highlighting its ability to identify the optimal ways of data processing for cytometry-based SCP studies. A new package is also deployed to ensure multiscenario usability (such as desktop software, R package and online server), data security (enabling local and open-source execution) and a user-friendly interface (realizing interactive and visualizable applications). Overall, ANPELA can be utilized by a broad audience, including those without coding skills, and is freely accessible and downloadable at https://idrblab.org/anpela/ . Its execution time may range from minutes to hours depending on the size of the analyzed data.

基于细胞计数的单细胞蛋白质组学(SCP)已经成为一种强大的技术,它极大地推进了我们对复杂生物系统的理解,并达到了一个新的粒度水平。已经开发了各种方法来处理基于细胞计数的SCP数据。然而,为特定数据集确定性能良好的处理工作流仍然极具挑战性。在这里,我们开发了ANPELA,一种基于大规模筛选的开箱即用的蛋白质组学数据处理方法。它可以比较数千个处理工作流在识别细胞亚群和基于机器学习推断伪时间轨迹方面的性能。然后分析了几个案例,突出了其识别基于细胞术的SCP研究数据处理的最佳方法的能力。还部署了一个新的软件包,以确保多场景可用性(如桌面软件、R软件包和在线服务器)、数据安全性(支持本地和开源执行)和用户友好界面(实现交互式和可视化应用程序)。总的来说,ANPELA可以被广泛的受众使用,包括那些没有编码技能的人,并且可以在https://idrblab.org/anpela/上免费访问和下载。其执行时间从几分钟到几小时不等,具体取决于所分析数据的大小。
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引用次数: 0
Sonicated inks and focused-ultrasound writing enable deep-penetration acoustic volumetric printing. 超声墨水和聚焦超声书写使深穿透声学体积打印成为可能。
IF 16 1区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-10-15 DOI: 10.1038/s41596-025-01258-1
Xiao Kuang, Qiangzhou Rong, Saud Belal, Nanchao Wang, Tri Vu, Abigail Herrera-Ruiz, Zebang Zhang, Yu Shrike Zhang, Junjie Yao

Volumetric printing is an emerging additive manufacturing technique that builds 3D constructs with enhanced printing speed and surface quality by forgoing the stepwise ink renewal. Existing volumetric printing techniques almost exclusively rely on light energy to trigger photopolymerization in transparent inks, limiting the material choice, build size, cell density and in vivo printability. Sonicated ink (or sono-ink) and focused-ultrasound (FUS) writing have been developed for deep-penetration acoustic volumetric printing (DAVP) within optically scattering media and beneath soft tissues. This technology uses rapid sono-thermal heating to induce material solidification at the FUS focal region, constructing 3D objects without the need for a build platform. Here, we describe two procedures necessary to achieve DAVP. First, we provide a step-by-step guide for preparing and characterizing multicomponent viscoelastic self-enhancing sono-inks. The lower critical solution temperature polymers are synthesized as a phase-transition reversible acoustic absorber to formulate the sono-inks. We characterize the rheological, acoustic and cytocompatibility properties of the sono-inks. We then detail the procedure for building a 3D FUS printer by integrating an FUS transducer with a 3D printing platform. The development of the 3D FUS printer needs basic knowledge of the ultrasound system, FUS physics and volumetric printing. Using the sono-inks and the 3D FUS printer, we further provide guidance to evaluate the sono-thermal heating effect and characterize the volumetric printing resolutions. We demonstrate the printing of volumetric constructs through optically scattering materials such as centimeter-thick biological tissues. The procedures require ~470 h to complete.

体积打印是一种新兴的增材制造技术,它通过放弃逐步更换墨水来提高打印速度和表面质量。现有的体积印刷技术几乎完全依靠光能来触发透明油墨中的光聚合,这限制了材料的选择、构建尺寸、细胞密度和体内印刷能力。超声墨水(或sono-ink)和聚焦超声(FUS)书写已被开发用于光学散射介质内和软组织下的深穿透声学体积打印(DAVP)。该技术使用快速声热加热来诱导材料在FUS焦点区域凝固,无需构建平台即可构建3D物体。在这里,我们描述实现DAVP所必需的两个过程。首先,我们为制备和表征多组分粘弹性自增强油墨提供了一步一步的指导。合成了较低临界溶液温度的聚合物作为相变可逆吸声剂来配制声纳油墨。我们表征了声纳油墨的流变学、声学和细胞相容性。然后,我们详细介绍了通过集成FUS换能器与3D打印平台构建3D FUS打印机的过程。开发3D FUS打印机需要具备超声系统、FUS物理和体积打印的基础知识。利用声纳油墨和3D FUS打印机,我们进一步为声纳加热效果的评估和体积打印分辨率的表征提供了指导。我们演示了通过光学散射材料(如厘米厚的生物组织)打印体积结构。程序需要~470小时才能完成。
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引用次数: 0
Best practice mass photometry: a guide to optimal single-molecule mass measurement. 最佳实践质量光度法:最佳单分子质量测量指南。
IF 16 1区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-10-13 DOI: 10.1038/s41596-025-01255-4
Jiří Kratochvíl, Raman van Wee, Jan Christoph Thiele, Dan Loewenthal, Jack Bardzil, Kishwar Iqbal, Justin L P Benesch, Stephen Thorpe, Philipp Kukura

Mass photometry (MP) has emerged as a powerful approach to study quaternary biomolecular structure, dynamics and interactions. The capabilities of the method ultimately hinge on the ability to accurately measure the tiny optical contrast generated by individual molecules at a glass-water interface, which enables mass-resolved quantification of biomolecular mixtures. Ideally, this capability is limited only by photon shot noise, but in practice depends on additional parameters and details of the assay. Here, we focus on the key factors affecting MP performance and present simple steps that can be taken to achieve optimal MP measurements in terms of mass resolution, quantitative detection limit, reproducibility and analyte concentration range without compromising the speed and simplicity of the technique. Each sample takes <10 min to analyse, with an additionial 2 h if amination of the glass surface is desired.

质谱法(MP)已成为研究四元生物分子结构、动力学和相互作用的有力方法。该方法的能力最终取决于精确测量玻璃-水界面上单个分子产生的微小光学对比度的能力,从而实现生物分子混合物的质量分辨定量。理想情况下,这种能力仅受光子噪声的限制,但在实践中取决于附加参数和分析的细节。在这里,我们重点关注影响MP性能的关键因素,并提出可以采取的简单步骤,在质量分辨率,定量检测限,重现性和分析物浓度范围方面实现最佳MP测量,而不影响技术的速度和简单性。每个样本
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引用次数: 0
Filter-aided expansion proteomics for the spatial analysis of single cells and organelles in FFPE tissue samples. 过滤辅助扩增蛋白质组学用于FFPE组织样本中单细胞和细胞器的空间分析。
IF 16 1区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-10-09 DOI: 10.1038/s41596-025-01256-3
Zhen Dong, Chunlong Wu, Jiayi Chen, Wenhao Jiang, Kiryl D Piatkevich, Yi Zhu, Tiannan Guo

Filter-aided expansion proteomics (FAXP) is a spatial proteomics approach designed for high-resolution analysis of formalin-fixed, paraffin-embedded (FFPE) tissues. Here we describe the integration of hydrogel-based tissue expansion with mass spectrometry, enabling isotropic expansion and robust protein retention while preserving spatial features. The FAXP workflow consists of several sequential steps, including tissue section dewaxing, in situ protein anchoring, hydrogel embedding, homogenization, staining, isotropic expansion, microdissection and filter-aided in-gel digestion to maximize peptide recovery. The Protocol integrates laser capture microdissection, enabling the precise isolation of single cells and subcellular components for subcellular spatial proteomics analysis. The approach achieves up to a fivefold linear expansion factor of FFPE tissue, including extracellular matrix-rich samples such as colorectal cancer, with less than 6% distortion, enabling the identification of an average of 2,368 proteins from single mouse liver nucleus shape and 3,312 proteins from single mouse liver cell shape using an Astral mass spectrometer. The method is compatible with diverse tissue types, including extracellular matrix-rich specimens, and integrates seamlessly with imaging workflows, such as immunostaining, for spatially resolved proteomic analysis. FAXP enables researchers to obtain comprehensive proteomic profiles with strong reproducibility and high sensitivity. The entire workflow takes ~27 h and requires only commercially available reagents and supplies and is thus accessible for researchers with intermediate expertise in tissue processing, microscopy and proteomics. FAXP can advance spatial proteomics-based studies, in particular of cancer heterogeneity, neurodegenerative diseases and cellular microenvironments within FFPE tissues, including archival clinical samples.

过滤辅助扩展蛋白质组学(FAXP)是一种用于高分辨率分析福尔马林固定石蜡包埋(FFPE)组织的空间蛋白质组学方法。在这里,我们描述了基于水凝胶的组织膨胀与质谱的整合,在保持空间特征的同时实现了各向同性膨胀和强大的蛋白质保留。FAXP工作流程包括几个连续的步骤,包括组织切片脱蜡、原位蛋白锚定、水凝胶包埋、均质化、染色、各向异性膨胀、显微解剖和过滤器辅助凝胶内消化,以最大限度地恢复肽。该协议集成了激光捕获显微解剖,能够精确分离单细胞和亚细胞成分,用于亚细胞空间蛋白质组学分析。该方法可实现FFPE组织(包括结肠直肠癌等细胞外基质丰富的样品)高达5倍的线性扩增因子,畸变小于6%,使用Astral质谱计可从单个小鼠肝核形状中平均鉴定2,368种蛋白质和从单个小鼠肝细胞形状中鉴定3,312种蛋白质。该方法与多种组织类型兼容,包括细胞外基质丰富的标本,并与成像工作流程无缝集成,如免疫染色,用于空间分辨蛋白质组学分析。FAXP使研究人员能够获得全面的蛋白质组学图谱,具有很强的可重复性和高灵敏度。整个工作流程大约需要27小时,只需要市售的试剂和耗材,因此对于具有组织处理,显微镜和蛋白质组学中级专业知识的研究人员来说是可以访问的。FAXP可以推进基于空间蛋白质组学的研究,特别是FFPE组织内的癌症异质性、神经退行性疾病和细胞微环境,包括档案临床样本。
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