Evaluating waterlogging stress response and recovery in barley (Hordeum vulgare L.): an image-based phenotyping approach.

IF 4.7 2区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS
Patrick Langan, Emilie Cavel, Joey Henchy, Villő Bernád, Paul Ruel, Katie O'Dea, Keshawa Yatagampitiya, Hervé Demailly, Laurent Gutierrez, Sónia Negrão
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引用次数: 0

Abstract

Waterlogging is expected to become a more prominent yield restricting stress for barley as rainfall frequency is increasing in many regions due to climate change. The duration of waterlogging events in the field is highly variable throughout the season, and this variation is also observed in experimental waterlogging studies. Such variety of protocols make intricate physiological responses challenging to assess and quantify. To assess barley waterlogging tolerance in controlled conditions, we present an optimal duration and setup of simulated waterlogging stress using image-based phenotyping. Six protocols durations, 5, 10, and 14 days of stress with and without seven days of recovery, were tested. To quantify the physiological effects of waterlogging on growth and greenness, we used top down and side view RGB (Red-Green-Blue) images. These images were taken daily throughout each of the protocols using the PSI PlantScreen™ imaging platform. Two genotypes of two-row spring barley, grown in glasshouse conditions, were subjected to each of the six protocols, with stress being imposed at the three-leaf stage. Shoot biomass and root imaging data were analysed to determine the optimal stress protocol duration, as well as to quantify the growth and morphometric changes of barley in response to waterlogging stress. Our time-series results show a significant growth reduction and alteration of greenness, allowing us to determine an optimal protocol duration of 14 days of stress and seven days of recovery for controlled conditions. Moreover, to confirm the reproducibility of this protocol, we conducted the same experiment in a different facility equipped with RGB and chlorophyll fluorescence imaging sensors. Our results demonstrate that the selected protocol enables the assessment of genotypic differences, which allow us to further determine tolerance responses in a glasshouse environment. Altogether, this work presents a new and reproducible image-based protocol to assess early stage waterlogging tolerance, empowering a precise quantification of waterlogging stress relevant markers such as greenness, Fv/Fm and growth rates.

评估大麦(Hordeum vulgare L.)的水涝胁迫反应和恢复:基于图像的表型方法。
由于气候变化,许多地区的降雨频率都在增加,因此预计涝害将成为大麦的一个更突出的产量限制胁迫。田间涝害事件的持续时间在整个季节变化很大,在实验性涝害研究中也观察到了这种变化。这些不同的实验方案使得复杂的生理反应难以评估和量化。为了评估大麦在受控条件下的耐涝性,我们利用基于图像的表型分析方法,提出了模拟涝害胁迫的最佳持续时间和设置。我们测试了六种方案的持续时间:5、10 和 14 天的胁迫,以及是否有七天的恢复期。为了量化涝害对生长和绿度的生理影响,我们使用了俯视和侧视 RGB(红-绿-蓝)图像。这些图像是使用 PSI PlantScreen™ 成像平台在每个方案中每天拍摄的。在玻璃温室条件下种植的双行春大麦的两个基因型分别接受了六种方案中的每一种,在三叶阶段施加胁迫。通过分析大麦的嫩枝生物量和根成像数据,确定了最佳胁迫方案持续时间,并量化了大麦在应对水涝胁迫时的生长和形态变化。我们的时间序列结果表明,大麦的生长量明显减少,绿色度也发生了变化,因此我们确定了最佳方案持续时间为 14 天胁迫和 7 天恢复控制条件。此外,为了证实该方案的可重复性,我们在配备了 RGB 和叶绿素荧光成像传感器的不同设施中进行了相同的实验。我们的结果表明,所选方案能够评估基因型差异,从而进一步确定温室环境中的耐受反应。总之,这项工作提出了一种新的、可重复的基于图像的方案来评估早期阶段的耐涝性,从而能够精确量化与涝胁迫相关的标记,如绿度、Fv/Fm 和生长率。
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
Plant Methods
Plant Methods 生物-植物科学
CiteScore
9.20
自引率
3.90%
发文量
121
审稿时长
2 months
期刊介绍: Plant Methods is an open access, peer-reviewed, online journal for the plant research community that encompasses all aspects of technological innovation in the plant sciences. There is no doubt that we have entered an exciting new era in plant biology. The completion of the Arabidopsis genome sequence, and the rapid progress being made in other plant genomics projects are providing unparalleled opportunities for progress in all areas of plant science. Nevertheless, enormous challenges lie ahead if we are to understand the function of every gene in the genome, and how the individual parts work together to make the whole organism. Achieving these goals will require an unprecedented collaborative effort, combining high-throughput, system-wide technologies with more focused approaches that integrate traditional disciplines such as cell biology, biochemistry and molecular genetics. Technological innovation is probably the most important catalyst for progress in any scientific discipline. Plant Methods’ goal is to stimulate the development and adoption of new and improved techniques and research tools and, where appropriate, to promote consistency of methodologies for better integration of data from different laboratories.
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