Evidence map›Paper›PMID 41415177›Full record

ArticlePlant phenomics (Washington, D.C.)2025

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

Muhammad Ahmad, Sebastian Seitner, Jakub Jez, Ana Espinosa-Ruiz, Esther Carrera, Maria Ángeles Martínez-Godoy, Jorge Baños, Andrea Ganthaler, Stefan Mayr, Clara Priemer and 4 more

Abstract read
In one paragraph

Article in Plant phenomics (Washington, D.C.), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

6 citing papers in PubMed.

  1. Article
  2. Review
  3. Article
  4. Article
  5. Bark beetle (Frontiers in plant science · 2026
    Article
  6. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

14 authors.

Muhammad AhmadAustrian Research Centre for Forests BFW - Department of Forest Growth, Silviculture & Forest Genetics, Seckendorff-Gudent-Weg 8, 1131, Vienna, Austria.
Sebastian SeitnerPlant Sciences Facility, Vienna BioCenter Core Facilities GmbH (VBCF), Vienna, Austria.
Jakub JezPlant Sciences Facility, Vienna BioCenter Core Facilities GmbH (VBCF), Vienna, Austria.
Ana Espinosa-RuizInstitute for Plant Molecular and Cell Biology (IBMCP), Consejo Superior de Investigaciones Científicas (CSIC) - Universidad Politécnica de Valencia (UPV), Calle Ingeniero Fausto Elio, S/n, 46022, Valencia, Spain.
Esther CarreraInstitute for Plant Molecular and Cell Biology (IBMCP), Consejo Superior de Investigaciones Científicas (CSIC) - Universidad Politécnica de Valencia (UPV), Calle Ingeniero Fausto Elio, S/n, 46022, Valencia, Spain.
Maria Ángeles Martínez-GodoyInstitute for Plant Molecular and Cell Biology (IBMCP), Consejo Superior de Investigaciones Científicas (CSIC) - Universidad Politécnica de Valencia (UPV), Calle Ingeniero Fausto Elio, S/n, 46022, Valencia, Spain.
Jorge BañosInstitute for Plant Molecular and Cell Biology (IBMCP), Consejo Superior de Investigaciones Científicas (CSIC) - Universidad Politécnica de Valencia (UPV), Calle Ingeniero Fausto Elio, S/n, 46022, Valencia, Spain.
Andrea GanthalerUniversity of Innsbruck, Department of Botany, Sternwartestraße 15, 6020, Innsbruck, Austria.
Stefan MayrUniversity of Innsbruck, Department of Botany, Sternwartestraße 15, 6020, Innsbruck, Austria.
Clara PriemerDiv. Molecular Systems Biology, Dep. of Functional and Evolutionary Ecology, University of Vienna, Djerassiplatz 1, 1030, Vienna, Austria.
Emily GrubbAustrian Research Centre for Forests BFW - Department of Forest Growth, Silviculture & Forest Genetics, Seckendorff-Gudent-Weg 8, 1131, Vienna, Austria.
Roman UfimovAustrian Research Centre for Forests BFW - Department of Forest Growth, Silviculture & Forest Genetics, Seckendorff-Gudent-Weg 8, 1131, Vienna, Austria.
Marcela van LooAustrian Research Centre for Forests BFW - Department of Forest Growth, Silviculture & Forest Genetics, Seckendorff-Gudent-Weg 8, 1131, Vienna, Austria.
Carlos Trujillo-MoyaAustrian Research Centre for Forests BFW - Department of Forest Growth, Silviculture & Forest Genetics, Seckendorff-Gudent-Weg 8, 1131, Vienna, Austria.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Norway spruce (

Indexed as

Climate changeDrought stressHigh-throughput phenotypingNorway spruce seedlingsPicea abies

Identifiers

PMID41415177
PMCPMC12710034

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.