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Preamplification-free viral RNA diagnostics with single-nucleotide resolution using MARVE, an origami paper-based colorimetric nucleic acid test. 使用 MARVE(一种基于折纸的比色核酸检测方法)进行单核苷酸分辨率的无前置扩增病毒 RNA 诊断。
IF 13.1 1区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-07-18 DOI: 10.1038/s41596-024-01022-x
Ting Zhang, Yuxi Wang, Xucong Teng, Ruijie Deng, Jinghong Li

The evolution and mutation of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) are urgent concerns as they pose the risk of vaccine failure and increased viral transmission. However, affordable and scalable tools allowing rapid identification of SARS-CoV-2 variants are not readily available, which impedes diagnosis and epidemiological surveillance. Here we present a colorimetric nucleic acid assay named MARVE (multiplexed, preamplification-free, single-nucleotide-resolved viral evolution) that is convenient to perform and yields single-nucleotide resolution. The assay integrates nucleic acid strand displacement reactions with enzymatic amplification to colorimetrically sense viral RNA using a metal ion-incorporated DNA probe (TEprobe). We provide detailed guidelines to design TEprobes for discriminating single-nucleotide variations in viral RNAs, and to fabricate a test paper for the detection of SARS-CoV-2 variants of concern. Compared with other nucleic acid assays, our assay is preamplification-free, single-nucleotide-resolvable and results are visible via a color change. Besides, it is smartphone readable, multiplexed, quick and cheap ($0.30 per test). The protocol takes ~2 h to complete, from the design and preparation of the DNA probes and test papers (~1 h) to the detection of SARS-CoV-2 or its variants (30-45 min). The design of the TEprobes requires basic knowledge of molecular biology and familiarity with NUPACK or the Python programming language. The fabrication of the origami papers requires access to a wax printer using the CAD and PDF files provided or requires users to be familiar with AutoCAD to design new origami papers. The protocol is also applicable for designing assays to detect other pathogens and their variants.

严重急性呼吸系统综合症冠状病毒 2(SARS-CoV-2)的进化和变异是亟待解决的问题,因为它们会带来疫苗失效和病毒传播增加的风险。然而,目前还没有可快速识别 SARS-CoV-2 变异体的经济实惠且可扩展的工具,这阻碍了诊断和流行病学监测。在这里,我们提出了一种名为 MARVE(多路复用、无前置扩增、单核苷酸分辨病毒进化)的比色核酸测定法,它操作方便,并能获得单核苷酸分辨率。该检测方法将核酸链置换反应与酶扩增相结合,利用金属离子掺入 DNA 探针(TEprobe)对病毒 RNA 进行比色检测。我们提供了设计 TE 探针以分辨病毒 RNA 中单核苷酸变异的详细指南,并制作了检测 SARS-CoV-2 变异的试纸。与其他核酸检测方法相比,我们的检测方法无需扩增前处理,可区分单核苷酸,检测结果通过颜色变化可见。此外,它还具有智能手机可读性、多重性、快速性和廉价性(每次检测 0.30 美元)。从设计和制备 DNA 探针和试纸(约 1 小时)到检测 SARS-CoV-2 或其变种(30-45 分钟),整个过程约需 2 小时。TE探针的设计需要分子生物学的基础知识和对NUPACK或Python编程语言的熟悉。制作折纸需要使用提供的 CAD 和 PDF 文件或熟悉 AutoCAD 的用户使用蜡打印机设计新的折纸。该方案也适用于设计检测其他病原体及其变体的方法。
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引用次数: 0
A multi-glycomic platform for the analysis of food carbohydrates. 用于分析食品碳水化合物的多聚糖平台。
IF 13.1 1区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-07-18 DOI: 10.1038/s41596-024-01017-8
Garret Couture, Shawn Ehlers Cheang, Christopher Suarez, Ye Chen, Nikita P Bacalzo, Jiani Jiang, Cheng-Yu Charlie Weng, Aaron Stacy, Juan J Castillo, Omar Delannoy-Bruno, Daniel M Webber, Michael J Barratt, Jeffrey I Gordon, David A Mills, J Bruce German, Naomi K Fukagawa, Carlito B Lebrilla

Carbohydrates comprise the largest fraction of most diets and exert a profound impact on health. Components such as simple sugars and starch supply energy, while indigestible components, deemed dietary fiber, reach the colon to provide food for the tens of trillions of microbes that make up the gut microbiota. The interactions between dietary carbohydrates, our gastrointestinal tracts, the gut microbiome and host health are dictated by their structures. However, current methods for analysis of food glycans lack the sensitivity, specificity and throughput needed to quantify and elucidate these myriad structures. This protocol describes a multi-glycomic approach to food carbohydrate analysis in which the analyte might be any food item or biological material such as fecal and cecal samples. The carbohydrates are extracted by ethanol precipitation, and the resulting samples are subjected to rapid-throughput liquid chromatography (LC)-tandem mass spectrometry (LC-MS/MS) methods. Quantitative analyses of monosaccharides, glycosidic linkages, polysaccharides and alcohol-soluble carbohydrates are performed in 96-well plates at the milligram scale to reduce the biomass of sample required and enhance throughput. Detailed stepwise processes for sample preparation, LC-MS/MS and data analysis are provided. We illustrate the application of the protocol to a diverse set of foods as well as different apple cultivars and various fermented foods. Furthermore, we show the utility of these methods in elucidating glycan-microbe interactions in germ-free and colonized mice. These methods provide a framework for elucidating relationships between dietary fiber, the gut microbiome and human physiology. These structures will further guide nutritional and clinical feeding studies that enhance our understanding of the role of diet in nutrition and health.

碳水化合物在大多数饮食中占比最大,对健康影响深远。单糖和淀粉等成分提供能量,而膳食纤维等不易消化的成分则进入结肠,为组成肠道微生物群的数万亿微生物提供食物。膳食碳水化合物、我们的胃肠道、肠道微生物群和宿主健康之间的相互作用是由其结构决定的。然而,目前分析食物聚糖的方法缺乏灵敏度、特异性和通量,无法量化和阐明这些千变万化的结构。本方案介绍了一种分析食物碳水化合物的多聚糖方法,分析对象可以是任何食物或生物材料,如粪便和盲肠样本。通过乙醇沉淀法提取碳水化合物,然后对得到的样品进行快速液相色谱-串联质谱(LC-MS/MS)分析。单糖、糖苷键、多糖和醇溶性碳水化合物的定量分析是在 96 孔板中以毫克为单位进行的,从而减少了所需样品的生物量,提高了通量。我们提供了样品制备、LC-MS/MS 和数据分析的详细步骤。我们说明了该方案在各种食品、不同苹果品种和各种发酵食品中的应用。此外,我们还展示了这些方法在阐明无菌小鼠和定植小鼠中糖类与微生物相互作用方面的实用性。这些方法为阐明膳食纤维、肠道微生物组和人体生理学之间的关系提供了一个框架。这些结构将进一步指导营养和临床喂养研究,加深我们对饮食在营养和健康中作用的理解。
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引用次数: 0
Using clusterProfiler to characterize multiomics data. 使用 clusterProfiler 表征多组学数据。
IF 13.1 1区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-07-17 DOI: 10.1038/s41596-024-01020-z
Shuangbin Xu, Erqiang Hu, Yantong Cai, Zijing Xie, Xiao Luo, Li Zhan, Wenli Tang, Qianwen Wang, Bingdong Liu, Rui Wang, Wenqin Xie, Tianzhi Wu, Liwei Xie, Guangchuang Yu

With the advent of multiomics, software capable of multidimensional enrichment analysis has become increasingly crucial for uncovering gene set variations in biological processes and disease pathways. This is essential for elucidating disease mechanisms and identifying potential therapeutic targets. clusterProfiler stands out for its comprehensive utilization of databases and advanced visualization features. Importantly, clusterProfiler supports various biological knowledge, including Gene Ontology and Kyoto Encyclopedia of Genes and Genomes, through performing over-representation and gene set enrichment analyses. A key feature is that clusterProfiler allows users to choose from various graphical outputs to visualize results, enhancing interpretability. This protocol describes innovative ways in which clusterProfiler has been used for integrating metabolomics and metagenomics analyses, identifying and characterizing transcription factors under stress conditions, and annotating cells in single-cell studies. In all cases, the computational steps can be completed within ~2 min. clusterProfiler is released through the Bioconductor project and can be accessed via https://bioconductor.org/packages/clusterProfiler/ .

随着多组学技术的发展,能够进行多维富集分析的软件对于揭示生物过程和疾病通路中的基因组变化越来越重要。clusterProfiler 因其对数据库的综合利用和先进的可视化功能而脱颖而出。重要的是,clusterProfiler 支持各种生物学知识,包括基因本体论和京都基因和基因组百科全书,通过执行过度呈现和基因组富集分析。一个主要特点是,clusterProfiler 允许用户从各种图形输出中选择可视化结果,从而提高了可解释性。本协议介绍了将 clusterProfiler 用于整合代谢组学和元基因组学分析、鉴定和描述应激条件下的转录因子以及在单细胞研究中注释细胞的创新方法。clusterProfiler 通过 Bioconductor 项目发布,可通过 https://bioconductor.org/packages/clusterProfiler/ 访问。
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引用次数: 0
Seamless site-directed mutagenesis in complex cloned DNA sequences using the RedEx method. 使用 RedEx 方法对复杂的克隆 DNA 序列进行无缝定点诱变。
IF 13.1 1区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-07-15 DOI: 10.1038/s41596-024-01016-9
Ji Luan, Chaoyi Song, Yan Liu, Ruoting He, Ruofei Guo, Qingwen Cui, Chanjuan Jiang, Xiaochen Li, Kexin Hao, A Francis Stewart, Jun Fu, Youming Zhang, Hailong Wang

Seamless site-directed mutagenesis is an important technique for studying protein functions, tuning enzyme catalytic activities and modifying genetic elements in multiple rounds because it can insert, delete or substitute nucleotides, DNA segments or even entire genes at the target site without introducing any unwanted change. To facilitate seamless site-directed mutagenesis in large plasmids and bacterial artificial chromosomes (BACs) with repetitive sequences, we recently developed the RedEx strategy. Compared with previous methods, our approach achieves the recovery of correct recombinants with high accuracy by circumventing unwanted recombination between repetitive sequences. RedEx readily yields more than 80% accuracy in seamless DNA insertion and deletion in large multimodular polyketide synthase gene clusters, which are among the most difficult targets due to the large number of repetitive DNA sequences in modules encoding almost identical enzymes. Here we present the RedEx method by describing in detail the seamless site-directed mutagenesis in a BAC vector. Overall, the process includes three parts: (1) insertion of the RedEx cassette containing the desired mutation together with selection-counterselection markers flanked by unique restriction sites and 20-bp overlapping sequences into the target site by recombineering, (2) removal of the selection-counterselection markers in the BAC by restriction digestion and (3) circularization of the linear BAC by exonuclease-mediated in vitro DNA annealing. This protocol can be performed within 3 weeks and will enable researchers with DNA cloning experience to master seamless site-directed mutagenesis to accelerate their research.

无缝定点诱变是研究蛋白质功能、调整酶催化活性和多轮修饰遗传元件的重要技术,因为它可以在目标位点插入、删除或替换核苷酸、DNA片段甚至整个基因,而不会引入任何不必要的变化。为了便于在具有重复序列的大型质粒和细菌人工染色体(BAC)上进行无缝定点诱变,我们最近开发了 RedEx 策略。与以前的方法相比,我们的方法通过规避重复序列之间不必要的重组,实现了正确重组子的高准确率回收。由于在编码几乎相同酶的模块中存在大量重复 DNA 序列,因此这些基因簇是最难处理的目标之一。在这里,我们详细介绍了在 BAC 载体中进行无缝定点诱变的 RedEx 方法。总的来说,该过程包括三个部分:(1)通过重组将含有所需突变的 RedEx 盒以及两侧有独特限制性位点和 20-bp 重叠序列的选择-反选标记插入目标位点;(2)通过限制性消化去除 BAC 中的选择-反选标记;(3)通过外切酶介导的体外 DNA 退火将线性 BAC 环化。该方案可在 3 周内完成,可使具有 DNA 克隆经验的研究人员掌握无缝定点诱变技术,加快研究进度。
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引用次数: 0
OBSERVE: guidelines for the refinement of rodent cancer models OBSERVE:啮齿动物癌症模型改进指南。
IF 13.1 1区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-07-11 DOI: 10.1038/s41596-024-00998-w
Stéphanie I. De Vleeschauwer, Marieke van de Ven, Anaïs Oudin, Karlijn Debusschere, Kate Connor, Annette T. Byrne, Doreen Ram, Anne Marie Rhebergen, Yannick D. Raeves, Maik Dahlhoff, Virginie Dangles-Marie, Els R. Hermans
Existing guidelines on the preparation (Planning Research and Experimental Procedures on Animals: Recommendations for Excellence (PREPARE)) and reporting (Animal Research: Reporting of In Vivo Experiments (ARRIVE)) of animal experiments do not provide a clear and standardized approach for refinement during in vivo cancer studies, resulting in the publication of generic methodological sections that poorly reflect the attempts made at accurately monitoring different pathologies. Compliance with the 3Rs guidelines has mainly focused on reduction and replacement; however, refinement has been harder to implement. The Oncology Best-practices: Signs, Endpoints and Refinements for in Vivo Experiments (OBSERVE) guidelines are the result of a European initiative supported by EurOPDX and INFRAFRONTIER, and aim to facilitate the refinement of studies using in vivo cancer models by offering robust and practical recommendations on approaches to research scientists and animal care staff. We listed cancer-specific clinical signs as a reference point and from there developed sets of guidelines for a wide variety of rodent models, including genetically engineered models and patient derived xenografts. In this Consensus Statement, we systematically and comprehensively address refinement and monitoring approaches during the design and execution of murine cancer studies. We elaborate on the appropriate preparation of tumor-initiating biologicals and the refinement of tumor-implantation methods. We describe the clinical signs to monitor associated with tumor growth, the appropriate follow-up of animals tailored to varying clinical signs and humane endpoints, and an overview of severity assessment in relation to clinical signs, implantation method and tumor characteristics. The guidelines provide oncology researchers clear and robust guidance for the refinement of in vivo cancer models. This Consensus Statement, which presents the best practices for implantation, monitoring and assessment of tumors in rodents, aims to improve the refinement of cancer models in vivo.
现有的准备准则(《动物研究与实验程序规划:卓越建议》(PREPARE))和报告准则(《动物研究:动物实验程序规划》(PREPARE动物实验的准备(《动物研究与实验程序规划:卓越建议》(PREPARE))和报告(《动物研究:动物实验报告(ARRIVE)并没有为体内癌症研究中的改进工作提供明确而标准化的方法,导致公布的通用方法部分不能很好地反映为准确监测不同病理变化所做的尝试。遵守 3Rs 准则主要集中在减少和替代方面;然而,改进则较难实施。肿瘤学最佳实践:肿瘤学最佳实践:体外实验的体征、终点和改进(OBSERVE)指南是由 EurOPDX 和 INFRAFRONTIER 支持的一项欧洲倡议的成果,旨在通过为研究科学家和动物护理人员提供稳健实用的方法建议,促进体外癌症模型研究的改进。我们列出了癌症的特异性临床症状作为参考点,并以此为基础制定了适用于各种啮齿类动物模型的指导原则,包括基因工程模型和患者衍生异种移植物。在本共识声明中,我们系统而全面地阐述了在设计和实施鼠类癌症研究过程中的完善和监测方法。我们详细阐述了肿瘤诱导生物制剂的适当制备和肿瘤植入方法的改进。我们描述了与肿瘤生长相关的临床症状监测、针对不同临床症状和人道终点的适当动物随访,以及与临床症状、植入方法和肿瘤特征相关的严重性评估概述。该指南为肿瘤学研究人员完善体内癌症模型提供了明确而有力的指导。
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引用次数: 0
The OBSERVE guidelines provide refinement criteria for rodent oncology models. OBSERVE 指南为啮齿类肿瘤学模型提供了完善标准。
IF 13.1 1区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-07-09 DOI: 10.1038/s41596-024-01008-9
Amanda C Ritter, Christopher Cheleuitte-Nieves, Neil S Lipman
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引用次数: 0
Observing isolated synaptic vesicle association and fusion ex vivo. 观察体内孤立突触小泡的结合与融合
IF 13.1 1区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-07-02 DOI: 10.1038/s41596-024-01014-x
Jeremy Leitz, Chuchu Wang, Luis Esquivies, John J Peters, Nisha Gopal, Richard A Pfuetzner, Austin L Wang, Axel T Brunger

Here, we present a protocol for isolating functionally intact glutamatergic synaptic vesicles from whole-mouse brain tissue and using them in a single-vesicle assay to examine their association and fusion with plasma membrane mimic vesicles. This is a Protocol Extension, building on our previous protocol, which used a purely synthetic system comprised of reconstituted proteins in liposomes. We also describe the generation of a peptide based on the vesicular glutamate transporter, which is essential in the isolation process of glutamatergic synaptic vesicles. This method uses easily accessible reagents to generate fusion-competent glutamatergic synaptic vesicles through immunoisolation. The generation of the vGlut peptide can be accomplished in 6 d, while the isolation of the synaptic vesicles by using the peptide can be accomplished in 2 d, with an additional day to fluorescently label the synaptic vesicles for use in a single-vesicle hybrid fusion assay. The single-vesicle fusion assay can be accomplished in 1 d and can unambiguously delineate synaptic vesicle association, dissociation, Ca2+-independent and Ca2+-dependent fusion modalities. This assay grants control of the synaptic vesicle environment while retaining the complexity of the synaptic vesicles themselves. This protocol can be adapted to studies of other types of synaptic vesicles or, more generally, different secretory or transport vesicles. The workflow described here requires expertise in biochemistry techniques, in particular, protein purification and fluorescence imaging. We assume that the laboratory has protein-purification equipment, including chromatography systems.

在此,我们介绍一种从整鼠脑组织中分离功能完整的谷氨酸能突触小泡的方法,并将其用于单小泡试验,以检验它们与质膜模拟小泡的关联和融合。我们以前的实验方案是由脂质体中的重组蛋白组成的纯合成系统,本实验方案是在此基础上的扩展。我们还介绍了一种基于囊泡谷氨酸转运体的多肽的生成方法,这种多肽在谷氨酸能突触小泡的分离过程中至关重要。这种方法使用容易获得的试剂,通过免疫分离生成融合能力强的谷氨酸能突触小泡。vGlut 肽的生成可在 6 天内完成,而使用该肽分离突触小泡可在 2 天内完成,另外还需要一天时间对突触小泡进行荧光标记,以便用于单突触小泡混合融合试验。单突触小泡融合试验可在 1 天内完成,并能明确划分突触小泡的结合、解离、Ca2+ 依赖性和 Ca2+ 非依赖性融合模式。这种检测方法既能控制突触小泡的环境,又能保留突触小泡本身的复杂性。该方案可用于研究其他类型的突触小泡,或更广泛的不同分泌或运输小泡。这里描述的工作流程需要生物化学技术方面的专业知识,尤其是蛋白质纯化和荧光成像。我们假设实验室拥有蛋白质纯化设备,包括色谱系统。
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引用次数: 0
Spatially resolved epigenome sequencing via Tn5 transposition and deterministic DNA barcoding in tissue. 通过组织中的 Tn5 转座和确定性 DNA 条形码进行空间分辨率表观基因组测序。
IF 13.1 1区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-06-28 DOI: 10.1038/s41596-024-01013-y
Negin Farzad, Archibald Enninful, Shuozhen Bao, Di Zhang, Yanxiang Deng, Rong Fan

Spatial epigenetic mapping of tissues enables the study of gene regulation programs and cellular functions with the dependency on their local tissue environment. Here we outline a complete procedure for two spatial epigenomic profiling methods: spatially resolved genome-wide profiling of histone modifications using in situ cleavage under targets and tagmentation (CUT&Tag) chemistry (spatial-CUT&Tag) and transposase-accessible chromatin sequencing (spatial-ATAC-sequencing) for chromatin accessibility. Both assays utilize in-tissue Tn5 transposition to recognize genomic DNA loci followed by microfluidic deterministic barcoding to incorporate spatial address codes. Furthermore, these two methods do not necessitate prior knowledge of the transcription or epigenetic markers for a given tissue or cell type but permit genome-wide unbiased profiling pixel-by-pixel at the 10 μm pixel size level and single-base resolution. To support the widespread adaptation of these methods, details are provided in five general steps: (1) sample preparation; (2) Tn5 transposition in spatial-ATAC-sequencing or antibody-controlled pA-Tn5 tagmentation in CUT&Tag; (3) library preparation; (4) next-generation sequencing; and (5) data analysis using our customed pipelines available at: https://github.com/dyxmvp/Spatial_ATAC-seq and https://github.com/dyxmvp/spatial-CUT-Tag . The whole procedure can be completed on four samples in 2-3 days. Familiarity with basic molecular biology and bioinformatics skills with access to a high-performance computing environment are required. A rudimentary understanding of pathology and specimen sectioning, as well as deterministic barcoding in tissue-specific skills (e.g., design of a multiparameter barcode panel and creation of microfluidic devices), are also advantageous. In this protocol, we mainly focus on spatial profiling of tissue region-specific epigenetic landscapes in mouse embryos and mouse brains using spatial-ATAC-sequencing and spatial-CUT&Tag, but these methods can be used for other species with no need for species-specific probe design.

组织的空间表观遗传图谱可以研究基因调控程序和细胞功能对其局部组织环境的依赖性。在这里,我们概述了两种空间表观遗传组学图谱绘制方法的完整程序:利用靶标和标记(CUT&Tag)化学原位裂解(空间-CUT&Tag)和转座酶可及染色质测序(空间-ATAC-测序)进行染色质可及性的空间解析全基因组组蛋白修饰图谱绘制。这两种检测方法都利用组织内 Tn5 转座来识别基因组 DNA 位点,然后利用微流体确定性条形码来整合空间地址码。此外,这两种方法不需要事先了解特定组织或细胞类型的转录或表观遗传标记,而是允许在 10 μm 像素尺寸水平和单碱基分辨率下进行全基因组逐像素无偏剖析。为支持这些方法的广泛应用,本文将分五个步骤进行详细介绍:(1) 样品制备;(2) 空间-ATAC-测序中的 Tn5 转座或 CUT&Tag 中的抗体控制 pA-Tn5 标记;(3) 文库制备;(4) 下一代测序;(5) 使用我们的定制管道进行数据分析:https://github.com/dyxmvp/Spatial_ATAC-seq 和 https://github.com/dyxmvp/spatial-CUT-Tag。整个过程可在 2-3 天内完成 4 个样本。需要熟悉基本的分子生物学和生物信息学技能,并能使用高性能计算环境。对病理学和标本切片的初步了解,以及组织特定技能中的确定性条形码(如设计多参数条形码面板和创建微流控设备)也是有利条件。在本方案中,我们主要利用空间-ATAC-测序和空间-CUT&Tag 对小鼠胚胎和小鼠大脑的组织区域特异性表观遗传景观进行空间分析,但这些方法也可用于其他物种,无需设计特定物种的探针。
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引用次数: 0
Characterizing the structure of mouse behavior using Motion Sequencing. 利用运动测序技术确定小鼠行为的结构特征
IF 13.1 1区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-06-26 DOI: 10.1038/s41596-024-01015-w
Sherry Lin, Winthrop F Gillis, Caleb Weinreb, Ayman Zeine, Samuel C Jones, Emma M Robinson, Jeffrey Markowitz, Sandeep Robert Datta

Spontaneous mouse behavior is composed from repeatedly used modules of movement (e.g., rearing, running or grooming) that are flexibly placed into sequences whose content evolves over time. By identifying behavioral modules and the order in which they are expressed, researchers can gain insight into the effect of drugs, genes, context, sensory stimuli and neural activity on natural behavior. Here we present a protocol for performing Motion Sequencing (MoSeq), an ethologically inspired method that uses three-dimensional machine vision and unsupervised machine learning to decompose spontaneous mouse behavior into a series of elemental modules called 'syllables'. This protocol is based upon a MoSeq pipeline that includes modules for depth video acquisition, data preprocessing and modeling, as well as a standardized set of visualization tools. Users are provided with instructions and code for building a MoSeq imaging rig and acquiring three-dimensional video of spontaneous mouse behavior for submission to the modeling framework; the outputs of this protocol include syllable labels for each frame of the video data as well as summary plots describing how often each syllable was used and how syllables transitioned from one to the other. In addition, we provide instructions for analyzing and visualizing the outputs of keypoint-MoSeq, a recently developed variant of MoSeq that can identify behavioral motifs from keypoints identified from standard (rather than depth) video. This protocol and the accompanying pipeline significantly lower the bar for users without extensive computational ethology experience to adopt this unsupervised, data-driven approach to characterize mouse behavior.

小鼠的自发行为是由重复使用的运动模块(如饲养、奔跑或梳理)组成的,这些模块灵活地排列成序列,其内容随时间而变化。通过识别行为模块及其表达顺序,研究人员可以深入了解药物、基因、环境、感官刺激和神经活动对自然行为的影响。我们在此介绍一种执行运动测序(MoSeq)的方案,这是一种受伦理学启发的方法,它利用三维机器视觉和无监督机器学习将小鼠的自发行为分解为一系列称为 "音节 "的元素模块。该协议基于 MoSeq 管道,其中包括深度视频采集、数据预处理和建模模块,以及一套标准化的可视化工具。我们向用户提供了构建 MoSeq 成像设备和获取小鼠自发行为三维视频的说明和代码,以便将其提交给建模框架;该协议的输出包括视频数据每一帧的音节标签,以及描述每个音节使用频率和音节之间过渡情况的汇总图。此外,我们还提供了对关键点-MoSeq 输出进行分析和可视化的说明,MoSeq 是最近开发的一种 MoSeq 变体,可以从标准(而非深度)视频中识别出的关键点中识别出行为主题。这个协议和随附的管道大大降低了门槛,让没有丰富计算伦理学经验的用户也能采用这种无监督、数据驱动的方法来描述小鼠的行为特征。
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引用次数: 0
A versatile tissue-rolling technique for spatial-omics analyses of the entire murine gastrointestinal tract. 用于整个小鼠胃肠道空间组学分析的多功能组织滚动技术。
IF 13.1 1区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-06-21 DOI: 10.1038/s41596-024-01001-2
Gustavo Monasterio, Rodrigo A Morales, David A Bejarano, Xesús M Abalo, Jennifer Fransson, Ludvig Larsson, Andreas Schlitzer, Joakim Lundeberg, Srustidhar Das, Eduardo J Villablanca

Tissues are dynamic and complex biological systems composed of specialized cell types that interact with each other for proper biological function. To comprehensively characterize and understand the cell circuitry underlying biological processes within tissues, it is crucial to preserve their spatial information. Here we report a simple mounting technique to maximize the area of the tissue to be analyzed, encompassing the whole length of the murine gastrointestinal (GI) tract, from mouth to rectum. Using this method, analysis of the whole murine GI tract can be performed in a single slide not only by means of histological staining, immunohistochemistry and in situ hybridization but also by multiplexed antibody staining and spatial transcriptomic approaches. We demonstrate the utility of our method in generating a comprehensive gene and protein expression profile of the whole GI tract by combining the versatile tissue-rolling technique with a cutting-edge transcriptomics method (Visium) and two cutting-edge proteomics methods (ChipCytometry and CODEX-PhenoCycler) in a systematic and easy-to-follow step-by-step procedure. The entire process, including tissue rolling, processing and sectioning, can be achieved within 2-3 d for all three methods. For Visium spatial transcriptomics, an additional 2 d are needed, whereas for spatial proteomics assays (ChipCytometry and CODEX-PhenoCycler), another 3-4 d might be considered. The whole process can be accomplished by researchers with skills in performing murine surgery, and standard histological and molecular biology methods.

组织是一个动态的复杂生物系统,由特化的细胞类型组成,它们相互影响,共同发挥正常的生物功能。要全面描述和了解组织内生物过程的细胞回路,保留其空间信息至关重要。在此,我们报告了一种简单的安装技术,可最大限度地扩大待分析组织的面积,涵盖小鼠胃肠道(GI)的整个长度,从口腔到直肠。利用这种方法,不仅可以通过组织学染色、免疫组化和原位杂交,还可以通过多重抗体染色和空间转录组学方法,在一张载玻片上对整个小鼠胃肠道进行分析。通过将多功能组织滚动技术与最先进的转录组学方法(Visium)和两种最先进的蛋白质组学方法(ChipCytometry 和 CODEX-PhenoCycler)相结合,我们展示了我们的方法在生成整个消化道的全面基因和蛋白质表达谱方面的实用性。这三种方法的整个过程,包括组织卷取、处理和切片,均可在 2-3 d 内完成。对于 Visium 空间转录组学来说,还需要 2 天,而对于空间蛋白质组学检测(ChipCytometry 和 CODEX-PhenoCycler)来说,可能还需要 3-4 天。整个过程可由具备小鼠手术技能以及标准组织学和分子生物学方法的研究人员完成。
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