Imaging Mature Maize Morphology.

Samuel Leiboff, Madelaine Bartlett, Annis E Richardson
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引用次数: 0

Abstract

Zea mays (maize) is a critical global crop, generating more than 1 billion metric tons of grain annually. Plant morphology is tightly associated with final yield and is determined by the process of development. Accurate assessment and recording of mature plant morphology is essential for linking genotype to phenotype and for assessing environmental influences on plant development and yield. In maize, imaging of fully emerged aerial organs provides an accessible and informative developmental end point for comparative phenotypic analyses. Here, we provide a protocol for capturing high-quality images of mature maize plants and detached leaf blades, suitable for publication and downstream quantitative trait extraction. We emphasize standardized imaging conditions, including high-contrast backgrounds, diffuse lighting, fixed camera positioning, and consistent scale calibration, to minimize technical variation and to facilitate automated image processing. Guidance is provided for both laboratory- and field-based imaging setups and uses widely available equipment. Images generated using this protocol can be analyzed using platforms such as FIJI to extract morphometric traits, including length, width, and outline-based shape descriptors. By prioritizing standardization at the point of acquisition, this protocol supports reproducible, scalable phenotyping of mature maize morphology for developmental studies in maize.

成熟玉米形态学成像。
玉米是一种重要的全球作物,每年生产超过10亿吨的谷物。植物形态与最终产量密切相关,由发育过程决定。成熟植物形态的准确评估和记录对于将基因型与表型联系起来以及评估环境对植物发育和产量的影响至关重要。在玉米中,完全出现的空气器官的成像为比较表型分析提供了一个容易获得和信息丰富的发育终点。在这里,我们提供了一种高质量的成熟玉米植株和离体叶片图像的捕获方案,适合于发表和下游的数量性状提取。我们强调标准化的成像条件,包括高对比度背景、漫射照明、固定摄像机定位和一致的比例校准,以最大限度地减少技术差异,并促进自动化图像处理。为实验室和现场成像装置提供指导,并使用广泛可用的设备。使用该协议生成的图像可以使用斐济等平台进行分析,以提取形态特征,包括长度、宽度和基于轮廓的形状描述符。通过在获取点上优先标准化,该协议支持成熟玉米形态的可重复,可扩展的表型,用于玉米的发育研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Cold Spring Harbor protocols
Cold Spring Harbor protocols Biochemistry, Genetics and Molecular Biology-Biochemistry, Genetics and Molecular Biology (all)
CiteScore
3.00
自引率
0.00%
发文量
163
期刊介绍: Cold Spring Harbor Laboratory is renowned for its teaching of biomedical research techniques. For decades, participants in its celebrated, hands-on courses and users of its laboratory manuals have gained access to the most authoritative and reliable methods in molecular and cellular biology. Now that access has moved online. Cold Spring Harbor Protocols is an interdisciplinary journal providing a definitive source of research methods in cell, developmental and molecular biology, genetics, bioinformatics, protein science, computational biology, immunology, neuroscience and imaging. Each monthly issue details multiple essential methods—a mix of cutting-edge and well-established techniques.
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