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nf-core/denovotranscript: A Workflow for De Novo Transcriptome Assembly and Quantification of Paired-End Short Reads from Bulk RNA-Seq nf-core/denovotranscript:从头转录组组装的工作流程和对大容量RNA-Seq的末端短读的定量。
IF 2.2 Pub Date : 2025-11-14 DOI: 10.1002/cpz1.70248
Avani Bhojwani, Timothy Little, Cameron Hyde, Tomer Ventura

Bulk RNA-sequencing (RNA-seq) is commonly used for identifying and characterizing genes through annotation, phylogeny, and differential expression analysis. For organisms without a reference genome, the need to generate a de novo transcriptome assembly for analyzing these data can prove challenging, as it is a multi-step process requiring many tools and computational resources. Therefore, a standardized and reproducible workflow using current best practices is required. We introduce the nf-core/denovotranscript workflow, an open-source solution built using Nextflow and the nf-core framework. The protocols here describe how the workflow can be used to perform pre-processing, de novo transcriptome assembly, redundancy reduction, assembly quality assessment, and quantification using RNA-seq data. This workflow offers simple installation and thorough documentation. The use of Docker, Singularity, and Podman container technologies also makes it portable across various computing environments. © 2025 Wiley Periodicals LLC.

Basic Protocol: Running nf-core/denovotranscript for de novo transcriptome assembly and quantification

Support Protocol: Installation and configuration for command line usage

大量rna测序(RNA-seq)通常用于通过注释、系统发育和差异表达分析来鉴定和表征基因。对于没有参考基因组的生物体,需要生成一个新的转录组组装来分析这些数据是具有挑战性的,因为这是一个多步骤的过程,需要许多工具和计算资源。因此,需要使用当前最佳实践的标准化和可重复的工作流。我们介绍了nf-core/denovotranscript工作流,这是一个使用Nextflow和nf-core框架构建的开源解决方案。这里的协议描述了如何使用工作流程来执行预处理、从头转录组组装、冗余减少、组装质量评估和使用RNA-seq数据的量化。此工作流程提供了简单的安装和完整的文档。Docker、Singularity和Podman容器技术的使用也使得它可以在各种计算环境中移植。©2025 Wiley期刊有限责任公司基本协议:运行nf-core/denovotranscript用于从头转录组组装和定量支持协议:安装和配置命令行使用。
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引用次数: 0
Toward Accurate Detection: Protocol Adjustment for Ascochyta rabiei in Chickpea Seeds 鹰嘴豆种子中水蛭的准确检测方法调整。
IF 2.2 Pub Date : 2025-11-14 DOI: 10.1002/cpz1.70244
Silvina Pastor, Alejandro Perez, Lucio Valetti, Clara Crociara, Franco Daniel Fernandez, Bruno Pugliese, Patricia Rodriguez Pardinas, Ignacio Nahuel Rolhaiser, Carlos Daniel Pinotti

This set of protocols was developed to detect Ascochyta rabiei, the fungus responsible for chickpea blight, in seeds. Given the significant impact of this disease and its potential to cause complete crop loss, even at low inoculum levels, optimizing detection protocols is crucial. This article proposes adjustments to key variables of a basic agar plate test—disinfection method, incubation, illumination, and culture medium—to improve microscopic identification (mainly using a stereomicroscope) and enhance differential growth of A. rabiei relative to other seed-borne fungi. Each step was carefully validated. Detection was verified through morphological and molecular confirmation of A. rabiei, as well as interlaboratory repeatability tests. In addition, the first distribution map of A. rabiei in Argentina was generated based on chickpea seed analyses conducted in the past decade and using the protocols outlined in this article. © 2025 Wiley Periodicals LLC.

Basic Protocol 1: Seed sampling procedure

Basic Protocol 2: Preparation of culture medium

Support Protocol: Sterilization of antibiotic

Basic Protocol 3: Seed disinfection by washing

Basic Protocol 4: Seed sowing and incubation

Basic Protocol 5: Detection of infected seeds

这套方案是为了检测鹰嘴豆疫病的真菌Ascochyta rabiei而开发的。鉴于这种疾病的重大影响及其即使在低接种量下也可能造成作物完全损失的可能性,优化检测方案至关重要。本文提出对基础琼脂平板试验的关键变量进行调整,包括消毒方法、孵育、光照和培养基,以提高拉氏芽孢杆菌的显微鉴定(主要使用体视显微镜),并增强其与其他种传真菌的差异生长。每一步都经过仔细验证。通过形态和分子鉴定以及实验室间重复性试验验证了检测结果。此外,根据过去十年进行的鹰嘴豆种子分析和本文概述的方案,绘制了阿根廷第一张拉比伊蚊分布图。©2025 Wiley期刊有限责任公司基本方案1:种子取样程序基本方案2:培养基制备支持方案:抗生素灭菌基本方案3:通过洗涤对种子进行消毒基本方案4:播种和孵育基本方案5:检测感染种子。
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引用次数: 0
Cover Image, Volume 5, Issue 11 封面图片,第5卷,第11期
IF 2.2 Pub Date : 2025-11-12 DOI: 10.1002/cpz1.70267

The cover image is based on the article Kinetic Analysis of HDAC- and Sirtuin-Mediated Deacylation on Chemically Defined Histones and Nucleosomes by Zhipeng Wang et al., https://doi.org/10.1002/cpz1.70251.

封面图片基于王志鹏等人的文章《HDAC-和sirtuin介导的化学定义组蛋白和核小体上的去酰化动力学分析》,https://doi.org/10.1002/cpz1.70251。
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引用次数: 0
Kinetic Analysis of HDAC- and Sirtuin-Mediated Deacylation on Chemically Defined Histones and Nucleosomes 化学定义组蛋白和核小体上HDAC和sirtwin介导的去酰化的动力学分析
IF 2.2 Pub Date : 2025-11-08 DOI: 10.1002/cpz1.70251
Zhuoyi L. Niu, Ling Zhang, Yuan-Fei Zhou, Zhipeng A. Wang

Histone deacetylases (HDACs) and sirtuins (SIRTs) play essential roles in regulating chromatin structure and gene expression by catalyzing the removal of acyl groups from histone lysine residues. Accurate characterization of their deacetylation kinetics is critical for understanding their enzymatic mechanisms and for guiding inhibitor or activator development. Given the complexity of enzyme-nucleosome core particle (NCP) interactions, including the influence of histone composition, post-translational modifications, and DNA context, NCP-based assays provide a more physiologically relevant platform than those performed on peptide or free histone substrates. Here, we present optimized protocols for assessing HDAC and SIRT deacetylation kinetics using NCP substrates, including determination of Michaelis-Menten parameters, evaluation of inhibitor and activator potency (IC50 or EC50), and instructions for ensuring assay reproducibility. These methods enable robust comparison of small-molecule modulators under conditions that better mimic the native chromatin environment, supporting both mechanistic studies and drug discovery efforts. © 2025 The Author(s). Current Protocols published by Wiley Periodicals LLC.

Basic Protocol 1: Assay of HDAC complex or SIRT deacylation on nucleosome substrates

Basic Protocol 2: Assay of HDAC complex or SIRT deacylation on free histone proteins

Basic Protocol 3: KM measurement for deacylation assay on nucleosome or cofactor

Basic Protocol 4: Assessment of deacylation inhibitor or activator effects on NCP substrates

组蛋白去乙酰化酶(hdac)和sirtuins (SIRTs)通过催化组蛋白赖氨酸残基上酰基的去除,在调节染色质结构和基因表达中发挥重要作用。准确表征它们的去乙酰化动力学对于理解它们的酶机制和指导抑制剂或活化剂的开发至关重要。考虑到酶-核小体核心颗粒(NCP)相互作用的复杂性,包括组蛋白组成、翻译后修饰和DNA背景的影响,基于NCP的检测比在肽或游离组蛋白底物上进行的检测提供了一个更具有生理学相关性的平台。在这里,我们提出了使用NCP底物评估HDAC和SIRT去乙酰化动力学的优化方案,包括测定Michaelis-Menten参数,评估抑制剂和激活剂的效力(IC50或EC50),以及确保分析重复性的说明。这些方法能够在更好地模拟天然染色质环境的条件下对小分子调节剂进行稳健的比较,支持机制研究和药物发现工作。©2025作者。基本方案2:游离组蛋白上HDAC复合物或SIRT去酰化的测定基本方案3:核小体或辅助因子去酰化测定的KM测量基本方案4:评估NCP底物上去酰化抑制剂或激活剂的作用
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引用次数: 0
Advancing Applications of the Expanded Genetic Alphabet: Monitoring Expanded Genetic Letters in Complex DNA Context Via a Bridge-Base Approach 扩展遗传字母表的推进应用:通过桥基方法监测复杂DNA背景下扩展的遗传字母。
IF 2.2 Pub Date : 2025-11-07 DOI: 10.1002/cpz1.70250
Honglei Wang, Shuang Li, Chao Wang, Anlian Zhu, Lingjun Li

Genetic alphabet expansion by creating unnatural base pairs (UBPs) could renovate biological systems and next-generation biotechnologies. Among the expanded genetic letters, TPT3-NaM is one of the most advanced UBPs. It has been utilized in semi-synthetic organisms (SSOs) to recode therapeutic proteins. This article describes the synthesis of isoTAT and demonstrates that isoTAT can convert NaM to G, simultaneously pairing with both NaM and G as a bridging base. Additionally, the inherent base’ preference for NaM leads to its transformation into T. Consequently, TPT3-NaM can be converted to C-G or A-T base pairs through simple PCR assays, enabling the first method to locate multiple sites of TPT3-NaM pairs dually. Taken together, this work presents the first general and convenient approach capable of locating, tracing, and sequencing site- and number-unlimited TPT3-NaM pairs. The data presented in this article are based on our previously published reports. © 2025 Wiley Periodicals LLC.

Basic Protocol 1: Synthesis of isoTAT triphosphate

Basic Protocol 2: Incorporation and extension reaction of isoTAT for a template containing NaM

Basic Protocol 3: Monitor DNA containing multiple UBPs using simple PCR assays with isoTAT through Sanger sequencing

通过创造非自然碱基对(ubp)来扩展基因字母表可以更新生物系统和下一代生物技术。在扩展的遗传字母中,TPT3-NaM是最先进的ubp之一。它已被用于半合成生物(SSOs)来重新编码治疗蛋白。本文介绍了isoTAT的合成,并证明了isoTAT可以将NaM转化为G,同时与NaM和G作为桥接碱配对。此外,固有碱基对NaM的偏好导致其转化为t。因此,通过简单的PCR检测,TPT3-NaM可以转化为C-G或A-T碱基对,使第一种方法能够双重定位TPT3-NaM对的多个位点。总之,这项工作提出了第一个通用和方便的方法,能够定位,追踪和测序位点和数量无限的TPT3-NaM对。本文中提供的数据是基于我们以前发表的报告。©2025 Wiley期刊有限责任公司基本方案1:合成isoTAT三磷酸基本方案2:纳入和扩展反应的isoTAT模板含有NaM基本方案3:使用简单的PCR检测含有多个ubp的DNA与isoTAT通过Sanger测序。
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引用次数: 0
High-Resolution Imaging and Assessment of Vascular Network in Tri-Lineage hiPSC-Derived Cardiac Microtissues 三系hipsc衍生心脏微组织血管网络的高分辨率成像和评估。
IF 2.2 Pub Date : 2025-11-06 DOI: 10.1002/cpz1.70243
Patrycja Adamska, Jan Wolnik, Patryk Chudy, Aleksandra Oleksy, Julia Wierzbicka, Józef Dulak, Monika Biniecka

Cardiac microtissues (cMTs) are three-dimensional, self-organizing structures that recapitulate key features of native heart tissue. cMTs can be generated using induced pluripotent stem cells (iPSCs) technology by combining iPSC-derived cardiomyocytes (CMs), endothelial cells (ECs), and cardiac fibroblasts (CFs) in a predefined ratio that closely resembles the cellular composition of the heart. Although cMTs lack true vascular perfusion, the incorporation of endothelial cells promotes the spontaneous formation of microvascular-like networks, which are identifiable within the 3D structure. The presence of vascular endothelial cells within cMTs enhances cardiomyocyte maturation and contraction force, while also making these models valuable in disease modeling, particularly for conditions involving endothelial dysfunction. High-resolution imaging of cMTs allows detailed visualization of cellular components and analysis of vascular-like structures, providing critical insights into the complex interactions between cardiac cells and their microenvironment. Here, we present protocols for the generation and examination of scaffold-free, vascularized cMTs derived from human iPSCs. First, we outline the steps for aggregation of pre-differentiated iPSC-CMs, iPSC-ECs, and iPSC-CFs to form vascularized cMTs. We then detail the downstream methodology for fluorescence labeling of both whole-mount and sectioned cMTs, followed by image acquisition, visualization, and capture using confocal microscopy. Finally, we demonstrate image analysis, and the measurement of the capillary-like networks using ImageJ (FIJI) software, with 3D modeling and Z-stack processing modules. © 2025 Wiley Periodicals LLC.

Basic Protocol 1: Formation of tri-lineage hiPSC-derived cardiac microtissues

Basic Protocol 2: Immunofluorescence staining of whole-mount and sectioned cardiac microtissues

Alternate Protocol: Counterstaining of whole-mount cardiac microtissues for cryo-sectioning

Basic Protocol 3: Cardiac microtissue imaging setup and data acquisition using confocal microscopy

Basic Protocol 4: Assessment of the vascular network in cardiac microtissues

心脏微组织(cmt)是三维的、自组织的结构,概括了天然心脏组织的主要特征。通过将诱导多能干细胞(iPSCs)衍生的心肌细胞(CMs)、内皮细胞(ECs)和心脏成纤维细胞(CFs)以与心脏细胞组成非常相似的预定比例组合在一起,可以生成cMTs。尽管cmt缺乏真正的血管灌注,但内皮细胞的掺入促进了微血管样网络的自发形成,这在3D结构中是可识别的。cmt中血管内皮细胞的存在增强了心肌细胞的成熟和收缩力,同时也使这些模型在疾病建模中具有价值,特别是对于涉及内皮功能障碍的疾病。cmt的高分辨率成像允许细胞成分的详细可视化和血管样结构的分析,为心脏细胞与其微环境之间复杂的相互作用提供关键的见解。在这里,我们提出了生成和检查来自人类iPSCs的无支架、血管化的cmt的方案。首先,我们概述了预分化iPSC-CMs、iPSC-ECs和iPSC-CFs聚集形成血管化cMTs的步骤。然后,我们详细介绍了整个安装和切片cmt的荧光标记的下游方法,随后使用共聚焦显微镜进行图像采集,可视化和捕获。最后,我们演示了图像分析,并使用ImageJ (FIJI)软件,使用三维建模和Z-stack处理模块测量毛细血管样网络。©2025 Wiley期刊有限责任公司基本方案1:形成三系hipsc衍生的心脏微组织基本方案2:全壁和切片心脏微组织的免疫荧光染色备用方案:全壁心脏微组织的反染色用于冷冻切片基本方案3:心脏微组织成像设置和数据采集使用共聚焦显微镜基本方案4:心脏微组织血管网络的评估。
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引用次数: 0
Programmable Aptamer–Drug Conjugates: Expanding Automated and Modular Platforms for Targeted Therapeutics 可编程适配体-药物偶联物:扩展靶向治疗的自动化和模块化平台。
IF 2.2 Pub Date : 2025-11-06 DOI: 10.1002/cpz1.70249
Haoji Wang, Thulasiram Bathini, Shangjiu Hu, Xinran Liao, Ruowen Wang, Qian Xia

Aptamer–drug conjugates (ApDCs) represent a powerful platform for targeted drug delivery, offering the potential to enhance therapeutic efficacy while minimizing systemic toxicity. However, conventional methods for ApDC preparation often involve complex, multistep procedures with limited control over drug loading and site specificity. This protocol describes a modular and automated strategy for the synthesis and structural optimization of ApDCs using custom-designed phosphoramidites that incorporate anticancer drugs and functional moieties. The customized phosphoramidite is compatible with standard solid-phase oligonucleotide synthesis, enabling the automated and efficient construction of programmable aptamer–drug conjugates (PApDCs) for targeted drug delivery. We also highlight the programmable optimization of aptamer structures to meet clinical needs. The protocol offers a streamlined and versatile platform for the construction of functional ApDCs, facilitating their application in receptor-targeted chemotherapy and nucleic acid–based therapeutics. © 2025 Wiley Periodicals LLC.

Basic Protocol 1: Synthesis and purification of phosphoramidites

Basic Protocol 2: Automated solid-phase synthesis and characterization of ApDCs

适配体-药物偶联物(ApDCs)代表了靶向药物递送的强大平台,提供了提高治疗疗效的潜力,同时最大限度地减少全身毒性。然而,传统的ApDC制备方法通常涉及复杂的多步骤程序,对药物负载和位点特异性的控制有限。本协议描述了一个模块化和自动化的策略,用于合成和结构优化的apdc使用定制设计的磷酰胺,包括抗癌药物和功能部分。定制的酰胺磷与标准固相寡核苷酸合成兼容,能够自动高效地构建可编程适配体-药物偶联物(PApDCs),用于靶向药物递送。我们还强调了适体结构的可编程优化,以满足临床需要。该方案为构建功能性apdc提供了一个精简和通用的平台,促进了它们在受体靶向化疗和基于核酸的治疗中的应用。©2025 Wiley期刊有限责任公司基本方案1:合成和纯化酰胺磷。基本方案2:自动化固相合成和表征apdc。
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引用次数: 0
Efficient On-Column Removal of Endotoxin from Immunoglobulins Such as AK23 高效柱上去除免疫球蛋白如AK23的内毒素。
IF 2.2 Pub Date : 2025-11-06 DOI: 10.1002/cpz1.70238
Siavash Rahimi, Patrizia Sauta, Monika Edler, Elisabeth Locher, Marlies Illi, Taravat Shojaeian, Luca Borradori, Thomas Gentinetta, William V. J. Hariton, Eliane J. Müller

Unattended endotoxin (ETX) contamination in biological samples constitute a major challenge for in vitro and in vivo applications. Besides being potentially life-threatening, ETX contamination is especially relevant in global transcriptome analyses, where competing ETX stimulation can significantly skew the final gene expression profile. Our studies in mice and cultured skin epithelial cells (epidermal keratinocytes) aiming to characterize the effect of antibodies such as AK23 immunoglobulins (IgG directed against the cell-cell adhesion molecule desmoglein [DSG] 3) in the autoimmune disease pemphigus vulgaris (PV) revealed that laboratory-produced and even commercial control antibodies can exhibit non-negligible ETX contaminations. Moreover, these contaminants are extremely difficult to remove. To overcome these challenges, we have devised a simple yet nontoxic and scalable two-step protocol to efficiently reduce ETX levels during or after the IgG purification process. It consists firstly of 0.5 M NaOH pre-treatment of all devices, including the protein A resin, used during IgG sanitization and purification, in parallel with meticulous in-process monitoring of ETX levels. Secondly, before IgG elution from protein A, ETX is stripped from IgG by ion-exchange with the common amino acid arginine. This two-step approach successfully reduces ETX by >95% from hybridoma-derived, laboratory-produced AK23 IgG, as well as patient PV and control IgG, resulting in an 85% IgG recovery rate and ETX levels compatible with U.S. Pharmacopeia guidelines. © 2025 The Author(s). Current Protocols published by Wiley Periodicals LLC.

Basic Protocol 1: Sanitization of devices and protein A resin with 0.5 M NaOH

Basic Protocol 2: On-column stripping of ETX from AK23 IgG

Basic Protocol 3: Quality control of sanitized AK23 IgG

生物样品中无人看管的内毒素(ETX)污染是体外和体内应用的主要挑战。除了可能危及生命外,ETX污染在全球转录组分析中尤其重要,在全球转录组分析中,相互竞争的ETX刺激会显著扭曲最终的基因表达谱。我们在小鼠和培养的皮肤上皮细胞(表皮角质形成细胞)中进行的研究旨在表征抗体如AK23免疫球蛋白(针对细胞-细胞粘附分子桥蛋白[DSG] 3的IgG)在自身免疫性疾病寻常型天疱疮(PV)中的作用,结果表明实验室生产的甚至是商业化的对照抗体都可能表现出不可忽视的ETX污染。此外,这些污染物极难去除。为了克服这些挑战,我们设计了一种简单无毒且可扩展的两步方案,可在IgG纯化过程中或之后有效降低ETX水平。首先对IgG消毒和纯化过程中使用的包括蛋白A树脂在内的所有设备进行0.5 M NaOH预处理,同时对过程中ETX水平进行细致的监测。其次,在从蛋白A中洗脱IgG之前,通过与常见氨基酸精氨酸的离子交换从IgG中剥离ETX。这种两步法成功地将杂交瘤衍生的实验室生产的AK23 IgG,以及患者PV和对照IgG的ETX降低了95%,使IgG回收率达到85%,ETX水平符合美国药典指南。©2025作者。Wiley期刊有限责任公司发布的现行方案。基本方案1:用0.5 M NaOH消毒设备和蛋白A树脂。基本方案2:从AK23 IgG中提取ETX。基本方案3:消毒后的AK23 IgG的质量控制。
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引用次数: 0
A High-Throughput Multi Well Plate–Based Approach for the Combined Expression, Export, and Assay of Recombinant Proteins 重组蛋白的高通量多孔板联合表达、输出和分析方法
IF 2.2 Pub Date : 2025-11-06 DOI: 10.1002/cpz1.70255
Karen Baker, Daniel P. Mulvihill

High-throughput screening (HTS) of proteins is used in a wide range of applications across the biology, biotechnology, and medicine disciplines. These include yield optimization, drug or biomarker discovery, and protein engineering, among others. Factors that need to be considered in designing high-throughput protein expression and screening methods (be that for expression, activity, stability, or binding assays), include the required yield, reproducibility, solubility, stability, purity, and activity of the protein. Thus, larger culture volumes and time-consuming manual protein extraction and purification steps are normally required to produce enough protein of appropriate purity. This limits the type of assay and number of protein variants that can be simultaneously tested in an experiment. Here, we describe a HTS protocol that allows the overnight expression, export, and assay of recombinant proteins from Escherichia coli cells in the same microplate well. The protocol uses a recently described Vesicle Nucleating peptide (VNp) technology that promotes high yield vesicular export of functional proteins from E. coli into the culture medium. The resulting protein is of sufficient purity and yield that it can be used directly in plate-based enzymatic assays without additional purification. This simple single-plate protocol allows itself to a wide range of high-throughput research and development screening applications, ranging from streamlining protein production and identification of activity enhancing mutations, to ligand screening for basic research, biotechnological and drug discovery applications. © 2025 The Author(s). Current Protocols published by Wiley Periodicals LLC.

Basic Protocol: Expression, export, and isolation of vesicular-packaged recombinant protein

Support Protocol 1: 96-well plate cold-shock transformation

Support Protocol 2: In-plate affinity-tag protein purification

Support Protocol 3: Example in-plate enzymatic assay

蛋白质的高通量筛选(HTS)在生物学、生物技术和医学学科中有着广泛的应用。其中包括产量优化、药物或生物标志物发现、蛋白质工程等。在设计高通量蛋白表达和筛选方法(表达、活性、稳定性或结合测定)时需要考虑的因素包括所需的产量、可重复性、溶解度、稳定性、纯度和蛋白活性。因此,通常需要更大的培养量和耗时的人工蛋白质提取和纯化步骤来生产足够的适当纯度的蛋白质。这限制了在实验中可以同时测试的分析类型和蛋白质变异的数量。在这里,我们描述了一种HTS方案,允许在同一微孔板中过夜表达、输出和检测来自大肠杆菌细胞的重组蛋白。该方案使用最近描述的囊泡成核肽(VNp)技术,促进大肠杆菌功能蛋白的高产量囊泡输出到培养基中。所得蛋白具有足够的纯度和产率,可以直接用于基于板的酶分析,而无需额外的纯化。这种简单的单板方案允许其自身广泛的高通量研究和开发筛选应用,从简化蛋白质生产和鉴定活性增强突变,到基础研究,生物技术和药物发现应用的配体筛选。©2025作者。当前协议由Wiley期刊有限责任公司出版。基本协议:表达、输出和分离囊状包装重组蛋白支持协议1:96孔板冷冲击转化支持协议2:板内亲和标签蛋白纯化支持协议3:板内酶分析示例。
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引用次数: 0
Efficient Workflows for Quantifying Tumor Growth on H&E-Stained Digital Sections in Mouse Models of Lung Cancer 在小鼠肺癌模型中h&e染色数字切片上定量肿瘤生长的高效工作流程。
IF 2.2 Pub Date : 2025-11-04 DOI: 10.1002/cpz1.70245
Arisachi Tanaka, Liping Zeng, Zahra Malakoutikhah, Grace Y. Lin, Mitchell Zhao, Eyal Raz, Samuel Bertin

Microscopic examination of tissue morphology using hematoxylin and eosin (H&E) staining is a standard practice in histopathology for analyzing tissue specimens. In preclinical models of cancer, H&E-stained tissue sections are routinely used to assess tumor development and progression, including parameters such as tumor number, size, and histopathological features. Recent advances in whole-slide scanning and digital pathology now enable quantitative analysis of high-resolution digital images on a computer, replacing the need to examine physical tissue slides under a microscope. However, quantifying tumors on H&E-stained digital sections remains challenging, highlighting the need for accessible and reproducible methods that can be adapted to diverse tumor models. Here, we present two efficient workflows using QuPath, an open-source software for digital pathology and whole-slide image analysis, to quantify tumor multiplicity (i.e., the number of tumors) and tumor burden (e.g., tumor surface area) based on digitally captured H&E-stained tissue sections. As a proof of concept, we apply these workflows to two distinct lung cancer models: (1) an orthotopic model in which Lewis lung carcinoma (LLC) cells are delivered intranasally or intravenously into syngeneic C57BL/6 mice, resulting in well-separated, easily distinguishable tumors amenable to manual quantification; and (2) a genetically engineered mouse model (GEMM) with lung-specific expression of oncogenic KrasG12D, characterized by infiltrative tumors that are less clearly demarcated due to integration with stromal and immune components, making them more suitable for semi-automated analysis. These Basic Protocols provide accessible and reproducible methods for quantifying tumor development that can be adapted to diverse cancer models. © 2025 Wiley Periodicals LLC.

Basic Protocol 1: Quantification of tumor multiplicity and tumor burden using a manual method

Basic Protocol 2: Quantification of tumor burden using a semi-automated method

使用苏木精和伊红(H&E)染色对组织形态进行显微镜检查是组织病理学分析组织标本的标准做法。在临床前癌症模型中,h&e染色的组织切片通常用于评估肿瘤的发生和进展,包括肿瘤数量、大小和组织病理学特征等参数。全载玻片扫描和数字病理学的最新进展现在可以在计算机上对高分辨率数字图像进行定量分析,取代了在显微镜下检查物理组织载玻片的需要。然而,在h&e染色的数字切片上量化肿瘤仍然具有挑战性,这突出了对可适应不同肿瘤模型的可访问和可重复方法的需求。在这里,我们提出了两种高效的工作流程,使用QuPath,一种用于数字病理学和全幻灯片图像分析的开源软件,基于数字捕获的h&e染色组织切片,量化肿瘤多样性(即肿瘤数量)和肿瘤负担(如肿瘤表面积)。作为概念验证,我们将这些工作流程应用于两种不同的肺癌模型:(1)原位模型,其中Lewis肺癌(LLC)细胞经鼻或静脉注入同源C57BL/6小鼠,产生分离良好,易于区分的肿瘤,适合人工量化;(2)基因工程小鼠模型(GEMM),其肺特异性表达致癌基因KrasG12D,其特征是浸润性肿瘤,由于与基质和免疫成分结合,其界限不太清楚,使其更适合半自动分析。这些基本方案为量化肿瘤发展提供了方便和可重复的方法,可以适应不同的癌症模型。©2025 Wiley期刊有限责任公司基本方案1:使用手动方法量化肿瘤多样性和肿瘤负荷基本方案2:使用半自动化方法量化肿瘤负荷。
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Current protocols
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