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Use of Maize (Zea mays L.) Mutator Transposon-Induced Mutants of the BonnMu Resource for Forward and Reverse Genetics Studies. 利用波恩姆资源的玉米(Zea mays L.)突变体转座子诱导突变体进行正向和反向遗传学研究。
Pub Date : 2025-09-02 DOI: 10.1101/pdb.prot108587
Yan Naing Win, Martin Pöschel, Tyll Stöcker, Xuelian Du, Alina Klaus, Ben Wilhelm Braun, Linnéa Lukas, Alexa Brox, Heiko Schoof, Frank Hochholdinger, Caroline Marcon

The BonnMu resource represents a tagged collection of maize (Zea mays L.) Mutator (Mu) transposon-induced mutants, designed for functional genomics studies. Here, we describe the use of the BonnMu collection for identifying and characterizing mutations. Specifically, we describe workflows for use in both reverse and forward genetics strategies in maize. For reverse genetics, users first acquire a BonnMu F2 stock of interest based on data accessible at the Maize Genetics and Genomics Database (MaizeGDB). We provide details here for their subsequent propagation and for the confirmation of Mu insertions by genotyping via PCR, with the ultimate goal of establishing genotype-phenotype relationships of interest. For forward genetics studies, we describe a workflow that involves a combined approach of Mutant-Seq (Mu-Seq) and bulked segregant RNA-seq (BSR-Seq), to identify the causal gene underlying a mutant phenotype of interest.

BonnMu 资源是玉米(Zea mays L.)Mutator(Mu)转座子诱导突变体的标记集合,专为功能基因组学研究而设计。在此,我们将介绍如何使用 BonnMu 收集来鉴定和表征突变。具体来说,我们介绍了用于玉米反向和正向遗传学策略的工作流程。在反向遗传学中,用户首先要根据玉米遗传学和基因组学数据库(MaizeGDB)中的数据获取感兴趣的波恩穆 F2 种群。在此,我们将详细介绍如何进行后续繁殖,以及如何通过 PCR 基因分型确认 Mu 插入,最终目标是建立感兴趣的基因型-表型关系。在前向遗传学研究方面,我们介绍了一种工作流程,其中包括突变体-序列(Mu-Seq)和大量分离 RNA-序列(BSR-Seq)的组合方法,以确定突变体表型背后的致病基因。
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引用次数: 0
Root Anatomical Imaging and Phenotyping in Maize. 玉米根部解剖成像和表型分析
Pub Date : 2025-09-02 DOI: 10.1101/pdb.top108454
Jagdeep Singh Sidhu, Hannah M Schneider

Root anatomy plays a crucial role in regulating essential processes such as the absorption and movement of water and nutrients in plants. Root anatomy also impacts the energy costs of building and sustaining root tissues, tissue mechanics, and interactions with other organisms. Although several studies in maize have confirmed the functional utility of numerous root anatomical traits, such as that of cortical cell size and number for stress adaptation, there have been significant obstacles in measuring and analyzing root anatomical characteristics. This has resulted in gaps in our understanding of the genetic control and range of phenotypic variations among different cultivars, and how this diversity relates to overall fitness. Here, we review root anatomical phenotypes in maize and their function in stress adaptation, and briefly discuss phenotyping methods available for root anatomy. We further introduce a simple and accessible phenotyping approach that enables a comprehensive investigation of maize root anatomy. Detailed characterization of root traits and the implementation of robust methods for root anatomical phenotyping could have wide-ranging benefits across various areas of plant science, from fundamental research to enhancing crop breeding efforts.

根系解剖学在调节植物水分和养分的吸收和移动等基本过程中起着至关重要的作用。根系解剖结构还影响构建和维持根系组织的能量成本、组织力学以及与其他生物的相互作用。尽管对玉米的多项研究证实了许多根系解剖特征的功能效用,如皮层细胞大小和数量对胁迫适应的作用,但在测量和分析根系解剖特征方面一直存在重大障碍。这导致我们对不同栽培品种之间表型变异的遗传控制和范围,以及这种多样性与总体适应性之间关系的理解存在差距。在此,我们回顾了玉米根系解剖表型及其在胁迫适应中的功能,并简要讨论了根系解剖表型的可用方法。我们进一步介绍了一种简单易行的表型方法,该方法可对玉米根系解剖进行全面研究。根系性状的详细表征和根系解剖表型的稳健方法的实施可在植物科学的各个领域产生广泛的益处,从基础研究到加强作物育种工作。
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引用次数: 0
Navigating the Maze of Maize Genomics: The Impact of Transposable Elements and Tandem Repeats. 玉米基因组学的迷宫导航:可转座元件和串联重复的影响。
Pub Date : 2025-09-02 DOI: 10.1101/pdb.top108441
Pedro Heringer, Christopher W Benson, Shujun Ou

Transposable elements (TEs) are abundant and ubiquitous components of eukaryotic genomes. Since TEs were first discovered in maize (Zea mays) by Barbara McClintock in the late 1940s, these elements have been shown to be important agents in shaping genome structure and evolution. Today, maize continues to be an important model organism for molecular and quantitative genetics, and represents a particularly useful system for the study of the interplay between TEs and host genomes. While TEs constitute a significant part of the maize genome and are important drivers of genome evolution, their annotation remains a complex and challenging task. Here, we discuss genome annotation of TEs and other repetitive sequences in maize genomes. We briefly review current knowledge on the overall landscape of TE and non-TE repeats in maize, and discuss how these sequences may impact genome structure, and the genotype and phenotype within species. We also provide a summary of the main tools used to find TE polymorphisms, and briefly introduce four different bioinformatic approaches for TE and tandem repeat annotation, explaining how they can be best used by maize researchers.

可转座元件(Transposable elements,TEs)是真核生物基因组中丰富且无处不在的组成部分。自 20 世纪 40 年代末芭芭拉-麦克林托克(Barbara McClintock)首次在玉米(Zea mays)中发现可转座元件以来,这些元件已被证明是影响基因组结构和进化的重要因素。如今,玉米仍然是分子遗传学和数量遗传学的重要模式生物,是研究 TE 与宿主基因组之间相互作用的一个特别有用的系统。虽然TE构成了玉米基因组的重要部分,并且是基因组进化的重要驱动力,但对它们的注释仍然是一项复杂而具有挑战性的任务。在此,我们将讨论玉米基因组中 TE 和其他重复序列的基因组注释。我们简要回顾了目前有关玉米中 TE 和非 TE 重复序列总体情况的知识,并讨论了这些序列如何影响基因组结构以及物种内的基因型和表型。我们还概述了用于发现 TE 多态性的主要工具,并简要介绍了用于 TE 和串联重复注释的四种不同的生物信息学方法,解释了玉米研究人员如何才能最好地利用这些方法。
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引用次数: 0
BonnMu: A Resource for Functional Genomics in Maize (Zea mays L.). BonnMu:玉米功能基因组学资源。
Pub Date : 2025-09-02 DOI: 10.1101/pdb.top108465
Caroline Marcon, Yan Naing Win, Xuelian Du, Frank Hochholdinger

The BonnMu resource is a public transposon-tagged population designed for reverse and forward genetics studies in maize (Zea mays L.). The resource was created by crossing an active Mutator (Mu) transposon line into different inbred lines to induce insertional mutations. The resulting F1 generation was self-pollinated to generate segregating BonnMu F2 stocks. The Mu-tagged BonnMu F2 stocks have insertions in 83% of all annotated maize gene models, and Mu insertion positions and photos of the seedling phenotypes of the segregating BonnMu F2 stocks are deposited in the Maize Genetics and Genomics Database (MaizeGDB), with seeds available to the community. Here, we discuss the creation, expansion, and application of the BonnMu resource for identifying and characterizing mutations induced by Mu transposons, which represents a useful tool for functional genomics studies in maize.

BonnMu 资源是一个公共转座子标记群体,用于玉米(Zea mays L.)的反向和正向遗传学研究。该资源是通过将一个活跃的突变体(Mu)转座子品系与不同的近交系杂交以诱导插入突变而产生的。产生的 F1 代通过自花授粉产生分离的 BonnMu F2 种群。Mu标记的BonnMu F2种群在所有注释的玉米基因模型中有83%的插入,Mu插入位置和分离的BonnMu F2种群的幼苗表型照片保存在玉米遗传学和基因组学数据库(MaizeGDB)中,种子可供社区使用。在此,我们讨论了 BonnMu 资源的创建、扩展和应用,该资源用于鉴定和描述 Mu 转座子诱导的突变,是玉米功能基因组学研究的有用工具。
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引用次数: 0
Identification of Transposon Insertion Sites in Maize Mu-Tagged Mutants Using Mu-Seq. 利用 Mu-Seq 鉴定玉米 Mu 标记突变体中的转座子插入位点
Pub Date : 2025-09-02 DOI: 10.1101/pdb.prot108586
Caroline Marcon, Alexa Brox, Yan Naing Win, Tyll Stöcker, Xuelian Du, Heiko Schoof, Frank Hochholdinger

Mutator (Mu) transposons facilitate untargeted insertional mutagenesis in maize by moving within the genome and disrupting genes. Such an approach has been used to generate collections such as the BonnMu resource, a Mu-tagged maize population for functional genomics studies. Mutant-Seq (Mu-Seq) is a sequencing-based method for the high-throughput identification and mapping of Mu insertion sites. The approach involves the construction of multiplexed sequencing libraries (known as Mu-Seq libraries) from Mu-tagged populations, followed by high-throughput sequencing and data processing using the Mu-Seq Workflow Utility (MuWU) tool, to determine the location of Mu insertions. Here, we provide a detailed protocol for Mu-Seq, from the generation of the maize Mu-tagged mutant population to data analysis. Researchers can use this approach to develop mutant collections customized to specific genetic backgrounds of interest, which can aid in characterizing genotype-specific mutations and identifying candidate genes linked to visible mutant phenotypes.

突变体(Mu)转座子通过在基因组内移动并破坏基因,促进了玉米的非靶向插入诱变。这种方法已被用于生成波恩Mu资源等集合,波恩Mu资源是一个用于功能基因组学研究的Mu标记玉米群体。突变测序(Mu-Seq)是一种基于测序的方法,用于高通量识别和绘制 Mu 插入位点。该方法包括从Mu标记的群体中构建多重测序文库(称为Mu-Seq文库),然后使用Mu-Seq工作流实用程序(MuWU)工具进行高通量测序和数据处理,以确定Mu插入位点的位置。在这里,我们提供了一个从生成玉米Mu标记突变群体到数据分析的Mu-Seq详细方案。研究人员可以利用这种方法开发针对特定遗传背景的突变体集合,这有助于鉴定基因型特异性突变的特征和识别与可见突变表型相关的候选基因。
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引用次数: 0
Four Strategies for Whole-Genome Annotation of Transposable Elements and Repeats in Maize. 玉米转座元件和重复序列全基因组注释的四种策略
Pub Date : 2025-09-02 DOI: 10.1101/pdb.prot108578
Christopher W Benson, Pedro Heringer, Shujun Ou

Transposable elements (TEs) and tandem repeat arrays are ubiquitous components of genomes across all domains of life. Many types of repetitive DNA do not appear to encode for functional proteins, and those that do, typically only code for enzymes involved in their own replication. Nevertheless, repetitive DNA sequences can significantly alter genome structure, and can have a profound impact on an organism's biology at both the molecular and organismal levels. Advances in long-read sequencing technology have enabled the resolution of previously collapsed contigs and scaffolds that are rich in repeats, which has made the accurate annotation of TEs and other repetitive sequences a crucial early step in genome analysis. Here, we provide a detailed tutorial for streamlined annotation of TEs and repeats in the genome of the model plant Zea mays (maize). Maize is ideally suited to illustrate these procedures due to its repeat-rich genome and the volume of publicly available and high-quality genomic resources. We outline four possible approaches for TE and repeat annotation, each aimed at accommodating a different set of scientific interests. Additionally, we demonstrate how to evaluate annotation quality, and provide scripts to help graphically depict TE and repeat landscapes. Although the protocol is tailored for maize, we also offer pointers for researchers working on other systems throughout and expect that these procedures will be broadly applicable to any eukaryotic genome.

可转座元件(Transposable elements,TE)和串联重复阵列是所有生命领域基因组中无处不在的组成部分。许多类型的重复 DNA 似乎并不编码功能性蛋白质,而那些编码功能性蛋白质的重复 DNA 通常只编码参与自身复制的酶。然而,重复 DNA 序列能显著改变基因组结构,并在分子和生物体水平上对生物体的生物学产生深远影响。长线程测序技术的进步使得以前坍塌的等位基因和富含重复序列的支架得以解析,这使得准确注释TE和其他重复序列成为基因组分析中至关重要的第一步。在这里,我们提供了一个详细的教程,用于简化模式植物玉米基因组中 TE 和重复序列的注释。由于玉米的基因组富含重复,而且有大量可公开获得的高质量基因组资源,因此非常适合用来说明这些程序。我们概述了 TE 和重复注释的四种可能方法,每种方法都旨在满足不同的科学兴趣。此外,我们还演示了如何评估注释质量,并提供了脚本来帮助以图形方式描述 TE 和重复的景观。虽然该方案是为玉米量身定制的,但我们也为研究其他系统的研究人员提供了指导,并希望这些程序能广泛适用于任何真核生物基因组。
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引用次数: 0
Root Anatomy: Preparing, Imaging, and Analyzing Maize Root Cross-Sections. 根部解剖:制备、成像和分析玉米根横截面。
Pub Date : 2025-09-02 DOI: 10.1101/pdb.prot108585
Jagdeep Singh Sidhu, Hannah M Schneider

Root anatomy plays a critical structural and functional role in the maize root system, and regulates edaphic stress tolerance. The function and genetic basis of several maize root anatomical traits for stress tolerance have been demonstrated. Leveraging root anatomical traits in maize thus holds great potential for developing cultivars with greater nutrient and water efficiency. Key for such approaches is the ability to characterize the root anatomy of plants of interest. Here, we outline a systematic method for preparing, imaging, and analyzing maize root cross-sections. The protocol describes root sectioning (by hand or using a vibratome), preparation of microscope slides and toluidine blue staining, imaging under a light microscope, and both manual and semiautomated methods for anatomical feature extraction from images. The protocol enables the visualization and quantification of various anatomical tissues and traits, and its simplicity, adaptability, and accessibility make it an ideal choice for both small- and large-scale phenotyping studies in maize and other plant species. This standardized protocol provides researchers with a comprehensive methodology to accurately dissect root structures, enabling in-depth analyses that are essential for understanding plant growth, development, and adaptive value for stress tolerance.

根系解剖学在玉米根系的结构和功能上起着关键作用,并调节着对土壤胁迫的耐受性。一些玉米根系解剖性状对抗逆性的作用和遗传基础已经得到证实。因此,利用玉米根系解剖学特征开发养分和水分利用率更高的栽培品种具有巨大潜力。这种方法的关键在于对相关植物的根系解剖特征进行表征的能力。在此,我们概述了一种制备、成像和分析玉米根横切面的系统方法。该方法描述了根切片(手工或使用振镜)、显微载玻片的制备和甲苯胺蓝染色、光镜下成像,以及从图像中提取解剖特征的手动和半自动方法。该方案可实现各种解剖组织和性状的可视化和量化,其简便性、适应性和可访问性使其成为玉米和其他植物物种小规模和大规模表型研究的理想选择。该标准化方案为研究人员提供了准确解剖根部结构的综合方法,从而能够进行深入分析,这对了解植物的生长、发育和抗逆适应性价值至关重要。
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引用次数: 0
Classical Conditioning of Adult Drosophila. 成年果蝇的经典条件反射
Pub Date : 2025-08-01 DOI: 10.1101/pdb.prot108566
Zeynep Okray, Pedro F Jacob, John-Paul Moszynski, Clifford B Talbot, Scott Waddell

Olfactory classical conditioning paradigms have been extensively used since the early 1970s to apply genetic approaches to the study of memory in Drosophila. Over the intervening years, advances in genetics have largely changed the focus of studies from the role of single genes in memory to investigation of memory-relevant neuronal circuits. However, the original behavioral paradigms have remained largely unaltered, besides investigators making a few useful tweaks to the training and testing apparatus and modifications to the operating procedures. In this protocol, we provide the reader with a detailed description of the manufacture and assembly of a typical T-maze apparatus, where populations of adult flies can be trained and their odor memory tested later, by giving them a binary choice between the two trained odors. We describe how variations of the training apparatus permit both aversive (odor-shock) and appetitive (odor-sugar) memories to be studied. In addition, we describe a recent modification of the apparatus and protocol that permits study of multisensory (color and odor) aversive and appetitive learning. Control assays for sensory acuity and locomotion are also included.

自 20 世纪 70 年代初以来,嗅觉经典条件反射范例被广泛用于果蝇记忆的遗传学研究。在这几年中,遗传学的进步在很大程度上改变了研究重点,从单个基因在记忆中的作用转变为研究与记忆相关的神经元回路。然而,除了研究人员对训练和测试仪器进行了一些有用的调整以及对操作程序进行了修改之外,最初的行为范式基本上没有改变。在本方案中,我们将向读者详细介绍典型 T 型迷宫装置的制造和组装过程。在这种装置中,可以对成蝇进行训练,之后再测试它们的气味记忆,方法是让它们在两种训练过的气味中进行二选一。我们介绍了如何通过改变训练装置来研究厌恶记忆(气味-休克)和开胃记忆(气味-糖)。此外,我们还介绍了最近对仪器和方案进行的修改,这种修改允许研究多感官(颜色和气味)的厌恶和食欲学习。此外还包括感觉敏锐度和运动的控制实验。
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引用次数: 0
Twists to Classical Conditioning of Adult Drosophila. 成年果蝇经典条件反射的转折
Pub Date : 2025-08-01 DOI: 10.1101/pdb.top108567
Zeynep Okray, Scott Waddell

Memory has been extensively studied in Drosophila since the early 1970s. Straightforward aversive and appetitive conditioning paradigms train populations of flies to associate the pairing of one of two odors with either punishment or reward. After training, the flies show either preferential avoidance or approach behavior, to the appropriate odor, when given a choice between the two odors in a simple T-maze apparatus. These basic experimental approaches have proven useful in understanding the genetic, molecular, cellular, and neuronal network bases of various valence-specific memories in the fly brain. In addition, numerous modifications to these assays have permitted the study of a broad range of memory-related phenomena. Labile short-term avoidance and approach memories can be readily distinguished from more stable "consolidated" long-term memory equivalents. Prior or subsequent experience of the training cues, and manipulations of the flies' condition, have revealed how parallel competing memories and incompatible states can temporarily interfere with memory retrieval, providing insight into mechanisms of forgetting. Recent studies have also modified the training and testing apparatus to allow simultaneous presentation of odors and colors, providing insight into mechanisms of multisensory learning.

自 20 世纪 70 年代初以来,人们对果蝇的记忆进行了广泛的研究。简单的厌恶和食欲条件反射范式训练果蝇群体将两种气味中的一种与惩罚或奖励联系起来。训练结束后,当在一个简单的 T 型迷宫装置中让蝇类在两种气味中做出选择时,它们会表现出优先回避或接近相应气味的行为。事实证明,这些基本实验方法有助于了解蝇类大脑中各种价特异性记忆的基因、分子、细胞和神经元网络基础。此外,通过对这些实验进行大量修改,还可以研究与记忆相关的各种现象。易变的短期回避记忆和接近记忆很容易与更稳定的 "巩固 "长期记忆区分开来。对训练线索的事先或事后体验,以及对苍蝇状态的操纵,揭示了平行竞争记忆和不相容状态是如何暂时干扰记忆检索的,为研究遗忘机制提供了启示。最近的研究还改进了训练和测试装置,允许同时呈现气味和颜色,为多感官学习机制提供了启示。
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引用次数: 0
Preparation of VCSM13 Helper Phage for Display Library Reamplification and Bio-Panning. 制备 VCSM13 辅助噬菌体,用于显示文库重扩增和生物平移。
Pub Date : 2025-08-01 DOI: 10.1101/pdb.prot108569
Hyunji Yang, Jisu Chae, Hyori Kim, Jinsung Noh, Junho Chung

Phage-displayed antibody libraries can be constructed using any species that is easily immunized. The pComb3XSS phagemid vector is commonly used for library cloning and phage display. This phagemid encodes the origin of replication of the filamentous bacteriophage f1 but lacks all the genes required for replication and assembly of phage particles. The replication and the assembly of phage from these phagemids thus requires a "helper" phage that provides the genes essential for those steps during library production and bio-panning. One of those helper phages is VCSM13. In this protocol, we describe the preparation of VCSM13 helper phage. Users should prepare VCSM13 helper phage for library reamplification and for bio-panning.

噬菌体展示抗体文库可以使用任何易于免疫的物种来构建。pComb3XSS 噬菌体载体常用于文库克隆和噬菌体展示。这种噬菌体编码丝状噬菌体 f1 的复制源,但缺乏复制和组装噬菌体颗粒所需的所有基因。因此,从这些噬菌体中复制和组装噬菌体需要一种 "辅助 "噬菌体,这种噬菌体能提供文库生产和生物筛选过程中这些步骤所必需的基因。VCSM13 就是辅助噬菌体之一。在本方案中,我们将介绍 VCSM13 辅助噬菌体的制备方法。用户应准备 VCSM13 辅助噬菌体用于文库再扩增和生物筛选。
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引用次数: 0
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Cold Spring Harbor protocols
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