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Integration of multi-omics data and deep phenotyping provides insights into responses to single and combined abiotic stress in potato [Elektronski vir]Zagorščak, Maja ...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.Vir: Plant physiology. - ISSN 1532-2548 (Vol. 197, iss. 4, [article no.] kiaf126, 2025, str. 1-42)Vrsta gradiva - e-članek ; neleposlovje za odrasleLeto - 2025Jezik - angleškiCOBISS.SI-ID - 231332611
Avtor
Zagorščak, Maja |
Abdelhakim, Lamis |
Rodriguez-Granados, Natalia Yaneth |
Bleker, Carissa |
Blejec, Andrej |
Zrimec, Jan |
Baebler, Špela |
Županič, Anže |
Pompe Novak, Maruša |
Gruden, Kristina
Teme
potato |
Solanum tuberosum |
abiotic stress responses |
heat |
drought |
waterlogging |
multi-omics |
integrative omics |
adaptomics |
panomics |
Désirée |
abiotski stres |
integracija in interpretacija |
integrativna multi-omika |
pan-omika |
fenotipizacija |
strojno učenje

Avtor | Zagorščak, Maja ... |
Naslov | Integration of multi-omics data and deep phenotyping provides insights into responses to single and combined abiotic stress in potato [Elektronski vir] |
Datum objave | 2025-04-02 |
COBISS.SI-ID | 231332611 |
Verzija objave v repozitoriju | Postprint, avtorjeva končna recenzirana različica, sprejeta v objavo |
Licenca objave v repozitoriju | Creative Commons Priznanje avtorstva 4.0 Mednarodna |
Embargo | Takojšnja javna objava |
Projekti in financerji, navedeni v objavi
Naziv | Akronim | Številka projekta | Financer |
---|---|---|---|
Accelerated Development of multiple-stress tolerAnt PoTato | ADAPT | 862858 |
European Commission |
Biotehnologija in sistemska biologija rastlin | P4-0165-2022 |
Javna agencija za znanstvenoraziskovalno in inovacijsko dejavnost Republike Slovenije |
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Sistemsko biološko podprto globoko učenje za interpretacijo načel regulacije rasti in obrambe rastlin | J2-3060-2021 |
Javna agencija za znanstvenoraziskovalno in inovacijsko dejavnost Republike Slovenije |
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Translacijska genomika in dinamično modeliranje za razumevanje odziva rastlin na stres | Z4-50146-2023 |
Javna agencija za znanstvenoraziskovalno in inovacijsko dejavnost Republike Slovenije |
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Vnos na polico
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Baze podatkov, v katerih je revija indeksirana
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Povezave do osebnih bibliografij avtorjev | Povezave do podatkov o raziskovalcih v sistemu SICRIS |
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Zagorščak, Maja | 39320 |
Abdelhakim, Lamis | ![]() |
Rodriguez-Granados, Natalia Yaneth | ![]() |
Bleker, Carissa | 54569 |
Blejec, Andrej | 06989 |
Zrimec, Jan | 32446 |
Baebler, Špela | 19116 |
Županič, Anže | 27522 |
Pompe Novak, Maruša | 18467 |
Gruden, Kristina | 12688 |
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