Drought stress responses deconstructed: a comprehensive approach for Norway spruce seedlings using high-throughput phenotyping with integrated metabolomics and transcriptomics

dc.contributor.affiliationInstituto Universitario Mixto de Biología Molecular y Celular de Plantas
dc.contributor.authorAhmad, Muhammades_ES
dc.contributor.authorSeitner, Sebastianes_ES
dc.contributor.authorJez, Jakubes_ES
dc.contributor.authorANA ESPINOSA RUIZ
dc.contributor.authorCarrera Bergua, Esther
dc.contributor.authorMartínez Godoy, Mª Angeles
dc.contributor.authorBaños, Jorgees_ES
dc.contributor.authorGanthaler, Andreaes_ES
dc.contributor.authorMayr, Stefanes_ES
dc.contributor.authorPriemer, Claraes_ES
dc.contributor.authorGrubb, Emilyes_ES
dc.contributor.authorUfimov, Romanes_ES
dc.contributor.authorvan Loo, Marcelaes_ES
dc.contributor.authorTrujillo Moya, Carloses_ES
dc.contributor.funderAustrian Science Fundes_ES
dc.contributor.funderÖsterreichische Forschungsförderungsgesellschaftes_ES
dc.date.accessioned2026-03-13T08:58:42Z
dc.date.available2026-03-13T08:58:42Z
dc.date.issued2025-06es_ES
dc.description.abstract[EN] Norway spruce (Picea abies Karst L.) is one of the most ecologically and economically significant tree species in Europe, accounting for nearly half of the continent's forest economic value. However, drought is a significant stress factor associated with increasing Norway spruce mortality across Europe. Provenance trials, a traditional approach to assess adaptive variation, face limitations stemming from the finite number of sites, seed sources involved, and their required labor-intensive nature. In response, we developed a comprehensive multisensor high-throughput phenotyping method and integrated it with metabolomics, transcriptomics, and anatomical analyses to study the drought stress responses in two climatically contrasting but geographically proximal provenances at the seedling stage by exposing them to drought stress for a period of 21 days. Based on more than 50 physiological and growth-related traits assessed by the phenotyping platform, it was possible to characterize early and late drought stress responses. Consistent with phenotypic data, mRNA-seq, and metabolic profiles revealed apparent differences between treatments. While during the drought stress the metabolic data indicated an increased production of ABA, ¿-tocopherol, zeaxanthin, lutein, and phenolics, mRNA-seq showed modulation of related pathways and downregulation of photosystem transcripts. Although drought responses were largely conserved between the two provenances, they differed phenotypically in traits related to the activation of re-oxidation of the plastoquinone pool, and molecularly in transcriptional and phenolic profiles. In conclusion, our study demonstrates the potential of the high-throughput phenotyping approach for evaluating drought stress adaptation in Norway spruce thus accelerating the screening and selection of best adapted provenances.es_ES
dc.description.accrualMethodSes_ES
dc.description.bibliographicCitationAhmad, M.; Seitner, S.; Jez, J.; ANA ESPINOSA RUIZ; Carrera Bergua, Esther; Martínez Godoy, Mª Angeles; Baños, J.... (2025). Drought stress responses deconstructed: a comprehensive approach for Norway spruce seedlings using high-throughput phenotyping with integrated metabolomics and transcriptomics. Plant Phenomics. 7(2). https://doi.org/10.1016/j.plaphe.2025.100037es_ES
dc.description.issue2es_ES
dc.description.sponsorshipFinancial support was provided by the Austrian Research Promotion Agency (FFG) and grant Nu. 2021-0.382.292 (project: climate smart forests: provenance selection and planting method_AP2) with funds from the departmental research program through dafne.at with resources from the Federal Ministry of Agriculture, Regions, and Water Management. The Federal Ministry supports applied, problem-oriented, and practice-oriented research within the competence area of the department. We acknowledge The Austrian Research Promotion Agency (FFG)-R&D Infrastructure Funding Programme-PHENOPlant project #87044600 for the PHENOPlant research infrastructure. The Vienna BioCenter Core Facilities (VBCF) Plant Sciences Facility acknowledges funding from the Austrian Federal Ministry of Education, Science & Research; and the City of Vienna. Further support was provided by the Austrian Science Funds FWF, projects P32203-B "Legacy effects after summer and winter drought" and DOC 171 "The future of mountain forests".es_ES
dc.description.volume7es_ES
dc.identifier.doi10.1016/j.plaphe.2025.100037es_ES
dc.identifier.eissn2643-6515es_ES
dc.identifier.pmcidPMC12710034es_ES
dc.identifier.pmid41415177es_ES
dc.identifier.urihttps://riunet.upv.es/handle/10251/233391
dc.languageIngléses_ES
dc.publisherScience Partner Journalses_ES
dc.relation.ispartofPlant Phenomicses_ES
dc.relation.pasarelaS\543880es_ES
dc.relation.projectIDinfo:eu-repo/grantAgreement/FFG//2021-0.382.292/es_ES
dc.relation.projectIDinfo:eu-repo/grantAgreement/FFG//87044600/es_ES
dc.relation.projectIDinfo:eu-repo/grantAgreement/FWF//P32203-B/es_ES
dc.relation.publisherversionhttps://doi.org/10.1016/j.plaphe.2025.100037es_ES
dc.rightsReconocimiento - No comercial - Sin obra derivada (by-nc-nd)es_ES
dc.rights.accessRightsAbiertoes_ES
dc.subjectClimate changees_ES
dc.subjectDrought stresses_ES
dc.subjectHigh-throughput phenotypinges_ES
dc.subjectNorway spruce seedlingses_ES
dc.subjectPicea abieses_ES
dc.titleDrought stress responses deconstructed: a comprehensive approach for Norway spruce seedlings using high-throughput phenotyping with integrated metabolomics and transcriptomicses_ES
dc.typeArtículoes_ES
dc.type.versioninfo:eu-repo/semantics/publishedVersiones_ES
dspace.entity.typePublicationes_ES
person.identifier1490
person.identifier392733
person.identifier31959
person.identifier.orcid0000-0002-3454-7552
person.identifier.orcid0000-0003-1915-0968
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