Seed-to-plant-tracking: automated phenotyping of seeds and corresponding plants of Arabidopsis.

IF 4.1 2区 生物学 Q1 PLANT SCIENCES
Frontiers in Plant Science Pub Date : 2025-04-28 eCollection Date: 2025-01-01 DOI:10.3389/fpls.2025.1539424
Daniel Klasen, Andreas Fischbach, Viktor Sydoruk, Johannes Kochs, Jonas Bühler, Robert Koller, Gregor Huber
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引用次数: 0

Abstract

Plants adapt seed traits in response to different environmental triggers, supporting the survival of the next generation. To elucidate the mechanistic understanding of such adaptations it is important to characterize the distributions of seed traits by phenotyping seeds on an individual scale and to correlate these traits with corresponding plant properties. Here we introduce a seed-to-plant-tracking pipeline which enables automated handling and high precision phenotyping of Arabidopsis seeds as well as germination detection and early growth quantification of emerging plants. It includes previously published measurement platforms (phenoSeeder, Growscreen), which were improved for very small seeds. We demonstrate the performance of the pipeline by comparing seeds from two consecutive generations of elevated temperature during flowering with control seeds. Relative standard deviation of repeated seed mass measurements was reduced to 0.2%. We identified an increase in seed mass, volume, length, width, height, and germination time as well as a darkening of the seeds under the treatment. A correlation analysis revealed relationships between seed and plant traits, e.g., a highly significant negative correlation between seed brightness and germination time, and a positive correlation between seed mass and early growth rate, but no correlation between time of emergence and morphometric seed traits (e.g., mass, volume). Thus, the seed-to-plant tracking provides the basis for investigating the mechanism of seed and plant trait variation and transgenerational inheritance.

种子到植株的跟踪:拟南芥种子和相应植株的自动表型分析。
植物根据不同的环境因素调整种子的性状,以支持下一代的生存。为了阐明这种适应性的机制理解,重要的是通过在个体尺度上对种子进行表型分析来表征种子性状的分布,并将这些性状与相应的植物特性联系起来。在这里,我们介绍了一种种子到植物的跟踪管道,它可以实现拟南芥种子的自动化处理和高精度表型分析,以及新兴植物的萌发检测和早期生长量化。它包括以前发布的测量平台(phenoSeeder, Growscreen),这些平台对非常小的种子进行了改进。我们通过比较连续两代开花期间温度升高的种子和对照种子来证明管道的性能。重复种子质量测量的相对标准偏差降低到0.2%。我们发现,在处理下,种子的质量、体积、长度、宽度、高度和发芽时间都增加了,种子的颜色也变暗了。相关分析表明,种子与植株性状呈极显著负相关,种子亮度与萌发时间呈极显著负相关,种子质量与早期生长速率呈极显著正相关,出苗期与种子质量、体积等形态计量性状无显著相关。因此,种子到植株的跟踪为研究种子和植株性状变异及跨代遗传机制提供了依据。
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来源期刊
Frontiers in Plant Science
Frontiers in Plant Science PLANT SCIENCES-
CiteScore
7.30
自引率
14.30%
发文量
4844
审稿时长
14 weeks
期刊介绍: In an ever changing world, plant science is of the utmost importance for securing the future well-being of humankind. Plants provide oxygen, food, feed, fibers, and building materials. In addition, they are a diverse source of industrial and pharmaceutical chemicals. Plants are centrally important to the health of ecosystems, and their understanding is critical for learning how to manage and maintain a sustainable biosphere. Plant science is extremely interdisciplinary, reaching from agricultural science to paleobotany, and molecular physiology to ecology. It uses the latest developments in computer science, optics, molecular biology and genomics to address challenges in model systems, agricultural crops, and ecosystems. Plant science research inquires into the form, function, development, diversity, reproduction, evolution and uses of both higher and lower plants and their interactions with other organisms throughout the biosphere. Frontiers in Plant Science welcomes outstanding contributions in any field of plant science from basic to applied research, from organismal to molecular studies, from single plant analysis to studies of populations and whole ecosystems, and from molecular to biophysical to computational approaches. Frontiers in Plant Science publishes articles on the most outstanding discoveries across a wide research spectrum of Plant Science. The mission of Frontiers in Plant Science is to bring all relevant Plant Science areas together on a single platform.
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