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

非生物胁迫 代谢组学 非生物成分 龙葵 生物 物候学 内涝(考古学) 蛋白质组学 组学 适应 干旱胁迫 转录组 生物技术 计算生物学 基因组学 植物 生物信息学 生态学 基因 遗传学 基因组 湿地 基因表达
作者
Maja Zagorščak,Lamis Abdelhakim,Natalia Yaneth Rodriguez‐Granados,Jitka Široká,Arindam Ghatak,Carissa Bleker,Andrej Blejec,Jan Zrimec,Ondřej Novák,Aleš Pěnčík,Špela Baebler,Lucía Sandra Pérez-Borroto,Christian Schuy,Anže Županič,Leila Afjehi‐Sadat,Bernhard Wurzinger,Wolfram Weckwerth,Maruša Pompe‐Novak,Marc R. Knight,Miroslav Strnad
出处
期刊:Plant Physiology [Oxford University Press]
被引量:11
标识
DOI:10.1093/plphys/kiaf126
摘要

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.
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