Integration of multi-omics and deep phenotyping provides novel insights into multiple abiotic stress responses in potato
Zagorscak, M.; Abdelhakim, L.; Rodriguez-Granados, N. Y.; Siroka, J.; Ghatak, A.; Bleker, C.; Blejec, A.; Zrimec, J.; Novak, O.; Pencik, A.; Baebler, S.; Borroto, L. P.; Schuy, C.; Zupanic, A.; Afjehi-Sadat, L.; Wurzinger, B.; Weckwerth, W.; Pompe-Novak, M.; Knight, M. R.; Strnad, M.; Bachem, C. W.; Chaturvedi, P.; Sonnewald, S.; Sasidharan, R.; Panzarova, K.; Gruden, K.; Teige, M.
Show abstract
Potato is highly water and space efficient but susceptible to abiotic stresses such as heat, drought, or flooding, which are severely exacerbated by climate change. 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. Desiree) 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 transcriptomics, proteomics, metabolomics and hormonomics at several timepoints during and after stress treatments. Additionally, critical metabolites of tuber samples were analysed at the end of the stress period. Integrative analysis of multi-omics data was performed using a bioinformatic pipeline, which was established here, based on machine learning and knowledge networks. Overall, waterlogging had 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 towards climate-adapted potato varieties. One Sentence SummaryIntegrated multi-omics analysis of high-throughput phenotyping in potato reveals distinct molecular signatures of acclimation to single and combined abiotic stresses related to climate change.
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