Integration of multi-omics data and deep phenotyping provides insights into responses to single and combined abiotic stress in potato.

IF 6.5 1区 生物学 Q1 PLANT SCIENCES
Maja Zagorščak, Lamis Abdelhakim, Natalia Yaneth Rodriguez-Granados, Jitka Široká, Arindam Ghatak, Carissa Bleker, Andrej Blejec, Jan Zrimec, Ondřej Novák, Aleš Pěnčík, Špela Baebler, Lucia Perez Borroto, Christian Schuy, Anže Županič, Leila Afjehi-Sadat, Bernhard Wurzinger, Wolfram Weckwerth, Maruša Pompe Novak, Marc R Knight, Miroslav Strnad, Christian Bachem, Palak Chaturvedi, Sophia Sonnewald, Rashmi Sasidharan, Klára Panzarová, Kristina Gruden, Markus Teige
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Abstract

Potato (Solanum tuberosum) is highly water and space efficient but susceptible to abiotic stresses such as heat, drought, and flooding, which are severely exacerbated by climate change. Our understanding of crop acclimation to abiotic stress, however, remains limited. Here, we present a comprehensive molecular and physiological high-throughput profiling of potato (Solanum tuberosum, cv. Désirée) under heat, drought, and waterlogging applied as single stresses or in combinations designed to mimic realistic future scenarios. Stress responses were monitored via daily phenotyping and multi-omics analyses of leaf samples comprising proteomics, targeted transcriptomics, metabolomics, and hormonomics at several timepoints during and after stress treatments. Additionally, critical metabolites of tuber samples were analyzed at the end of the stress period. We performed integrative multi-omics data analysis using a bioinformatic pipeline that we established based on machine learning and knowledge networks. Waterlogging produced the most immediate and dramatic effects on potato plants, interestingly activating ABA responses similar to drought stress. In addition, we observed distinct stress signatures at multiple molecular levels in response to heat or drought and to a combination of both. In response to all treatments, we found a downregulation of photosynthesis at different molecular levels, an accumulation of minor amino acids, and diverse stress-induced hormones. Our integrative multi-omics analysis provides global insights into plant stress responses, facilitating improved breeding strategies toward climate-adapted potato varieties.

多组学数据和深度表型分析的整合为马铃薯对单一和联合非生物胁迫的反应提供了见解。
马铃薯(Solanum tuberosum)具有高度的水和空间效率,但易受非生物胁迫,如高温、干旱和洪水,这些胁迫因气候变化而严重加剧。然而,我们对作物适应非生物胁迫的认识仍然有限。在这里,我们提出了马铃薯(Solanum tuberosum, cv.)的综合分子和生理高通量分析。在高温、干旱和内涝条件下,作为单一压力或设计成模拟现实未来情景的组合施加压力。在胁迫处理期间和之后的几个时间点,通过叶片样品的日常表型和多组学分析来监测胁迫反应,包括蛋白质组学、靶向转录组学、代谢组学和激素组学。此外,在胁迫期结束时分析了块茎样品的关键代谢物。我们使用基于机器学习和知识网络建立的生物信息学管道进行了综合多组学数据分析。涝渍对马铃薯植株产生了最直接和最显著的影响,有趣的是,它激活了类似干旱胁迫的ABA反应。此外,我们在多个分子水平上观察到不同的应激特征,以响应高温或干旱以及两者的组合。在所有的处理中,我们发现光合作用在不同的分子水平上下调,少量氨基酸的积累,以及多种应激诱导的激素。我们的综合多组学分析提供了对植物胁迫反应的全球见解,促进了对气候适应马铃薯品种的改进育种策略。
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来源期刊
Plant Physiology
Plant Physiology 生物-植物科学
CiteScore
12.20
自引率
5.40%
发文量
535
审稿时长
2.3 months
期刊介绍: Plant Physiology® is a distinguished and highly respected journal with a rich history dating back to its establishment in 1926. It stands as a leading international publication in the field of plant biology, covering a comprehensive range of topics from the molecular and structural aspects of plant life to systems biology and ecophysiology. Recognized as the most highly cited journal in plant sciences, Plant Physiology® is a testament to its commitment to excellence and the dissemination of groundbreaking research. As the official publication of the American Society of Plant Biologists, Plant Physiology® upholds rigorous peer-review standards, ensuring that the scientific community receives the highest quality research. The journal releases 12 issues annually, providing a steady stream of new findings and insights to its readership.
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