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多组学数据与深度表型分析的整合为洞察马铃薯对单一和复合非生物胁迫的响应提供了见解。

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

作者信息

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

机构信息

Department of Biotechnology and Systems Biology, National Institute of Biology, Večna pot 121, 1000 Ljubljana, Slovenia.

PSI (Photon Systems Instruments), spol. s r.o., Prumyslova 470, CZ-664 24 Drásov, Czech Republic.

出版信息

Plant Physiol. 2025 Mar 28;197(4). doi: 10.1093/plphys/kiaf126.

DOI:10.1093/plphys/kiaf126
PMID:40173380
原文链接:
https://pmc.ncbi.nlm.nih.gov/articles/PMC12012603/
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.

摘要

马铃薯(Solanum tuberosum)具有高度的水分和空间利用效率,但易受非生物胁迫,如高温、干旱和洪涝的影响,而气候变化会严重加剧这些胁迫。然而,我们对作物适应非生物胁迫的理解仍然有限。在此,我们展示了马铃薯(Solanum tuberosum,品种为Désirée)在单一胁迫或模拟未来现实情景的组合胁迫(高温、干旱和渍水)下的全面分子和生理高通量分析。在胁迫处理期间及之后的几个时间点,通过对叶片样本进行每日表型分析以及蛋白质组学、靶向转录组学、代谢组学和激素组学等多组学分析来监测胁迫反应。此外,在胁迫期结束时分析了块茎样本的关键代谢物。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。渍水对马铃薯植株产生了最直接和显著的影响,有趣的是,它激活了类似于干旱胁迫的脱落酸反应。此外,我们在多个分子水平上观察到了对高温或干旱以及两者组合的不同胁迫特征。针对所有处理,我们发现在不同分子水平上光合作用下调、小氨基酸积累以及多种胁迫诱导激素的产生。我们的综合多组学分析为植物胁迫反应提供了全面的见解,有助于改进培育适应气候变化马铃薯品种的育种策略。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4503/12012603/c307b7a7535a/kiaf126f7.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4503/12012603/376a00e2cee6/kiaf126f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4503/12012603/dbaac4fc2508/kiaf126f2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4503/12012603/34d7dc810891/kiaf126f3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4503/12012603/387db6493806/kiaf126f4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4503/12012603/5b754c95fb0c/kiaf126f5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4503/12012603/f1de5f3db1ab/kiaf126f6.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4503/12012603/c307b7a7535a/kiaf126f7.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4503/12012603/376a00e2cee6/kiaf126f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4503/12012603/dbaac4fc2508/kiaf126f2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4503/12012603/34d7dc810891/kiaf126f3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4503/12012603/387db6493806/kiaf126f4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4503/12012603/5b754c95fb0c/kiaf126f5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4503/12012603/f1de5f3db1ab/kiaf126f6.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4503/12012603/c307b7a7535a/kiaf126f7.jpg

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