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Title:Integration of multi-omics data and deep phenotyping provides insights into responses to single and combined abiotic stress in potato
Authors:ID Zagorščak, Maja (Author)
ID Abdelhakim, Lamis (Author)
ID Rodriguez-Granados, Natalia Yaneth (Author)
ID Bleker, Carissa (Author)
ID Blejec, Andrej (Author)
ID Zrimec, Jan (Author)
ID Baebler, Špela (Author)
ID Županič, Anže (Author)
ID Pompe Novak, Maruša (Author)
ID Gruden, Kristina (Author)
Files:URL URL - Source URL, visit https://academic.oup.com/plphys/advance-article/doi/10.1093/plphys/kiaf126/8104150?login=false
 
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MD5: 0317F90B3D949A16D9BABB53E6C12B94
 
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Description: Dopolnilne informacije
 
Language:English
Typology:1.01 - Original Scientific Article
Organization:Logo NIB - National Institute of Biology
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.
Keywords:potato, Solanum tuberosum, abiotic stress responses, heat, drought, waterlogging, multi-omics, integrative omics, adaptomics, panomics
Publication status:In print
Publication version:Author Accepted Manuscript
Publication date:02.04.2025
Year of publishing:2025
Number of pages:str. 1-42
Numbering:Vol. , iss. 1
PID:20.500.12556/DiRROS-21962 New window
UDC:581
ISSN on article:1532-2548
DOI:10.1093/plphys/kiaf126 New window
COBISS.SI-ID:231332611 New window
Note:Nasl. z nasl. zaslona; Soavtorji: 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; Opis vira z dne 3. 4. 2025;
Publication date in DiRROS:14.04.2025
Views:94
Downloads:63
Metadata:XML DC-XML DC-RDF
:
ZAGORŠČAK, Maja, ABDELHAKIM, Lamis, RODRIGUEZ-GRANADOS, Natalia Yaneth, BLEKER, Carissa, BLEJEC, Andrej, ZRIMEC, Jan, BAEBLER, Špela, ŽUPANIČ, Anže, POMPE NOVAK, Maruša and GRUDEN, Kristina, 2025, Integration of multi-omics data and deep phenotyping provides insights into responses to single and combined abiotic stress in potato. Plant physiology [online]. 2025. No. 1, p. 1–42. [Accessed 20 April 2025]. DOI 10.1093/plphys/kiaf126. Retrieved from: https://dirros.openscience.si/IzpisGradiva.php?lang=eng&id=21962
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Record is a part of a journal

Title:Plant physiology
Shortened title:Plant physiol.
Publisher:American Society of Plant Physiologists
ISSN:1532-2548
COBISS.SI-ID:52819201 New window

Document is financed by a project

Funder:EC - European Commission
Project number:862858
Name:Accelerated Development of multiple-stress tolerAnt PoTato
Acronym:ADAPT

Funder:ARIS - Slovenian Research and Innovation Agency
Project number:P4-0165-2022
Name:Biotehnologija in sistemska biologija rastlin

Funder:ARIS - Slovenian Research and Innovation Agency
Project number:J2-3060-2021
Name:Sistemsko biološko podprto globoko učenje za interpretacijo načel regulacije rasti in obrambe rastlin

Funder:ARIS - Slovenian Research and Innovation Agency
Project number:Z4-50146-2023
Name:Translacijska genomika in dinamično modeliranje za razumevanje odziva rastlin na stres

Funder:Ministry of Education, Youth and 8 Sports of the Czech Republic with the European Regional Development Fund-Project
Project number:CZ.02.1.01/0.0/0.0/16_026/0008446
Acronym:SINGING PLANT

Licences

License:CC BY 4.0, Creative Commons Attribution 4.0 International
Link:http://creativecommons.org/licenses/by/4.0/
Description:This is the standard Creative Commons license that gives others maximum freedom to do what they want with the work as long as they credit the author.

Secondary language

Language:Slovenian
Keywords:Désirée, abiotski stres, integracija in interpretacija, integrativna multi-omika, pan-omika, fenotipizacija, strojno učenje


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