Evidence map›Paper›PMID 41967102›Full record

ArticleThe Plant journal : for cell and molecular biology2026

Spatial coordination between leaf gradient and temperature response in barley.

Edward Cedrick Fernandez, Gaoya Tu, Wei Dai, Shengming Yang, Zhaohui Liu, Marcin Grzybowski, Zhikai Liang

Abstract read
In one paragraph

Article in The Plant journal : for cell and molecular biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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

7 authors.

Edward Cedrick FernandezDepartment of Plant Sciences, North Dakota State University, Fargo, ND, 58108, USA.ORCID https://orcid.org/0000-0002-7287-4319
Gaoya TuDepartment of Plant Sciences, North Dakota State University, Fargo, ND, 58108, USA.
Wei DaiDepartment of Plant Sciences, North Dakota State University, Fargo, ND, 58108, USA.
Shengming YangDepartment of Plant Sciences, North Dakota State University, Fargo, ND, 58108, USA.ORCID https://orcid.org/0000-0002-4558-8448
Zhaohui LiuDepartment of Plant Pathology, North Dakota State University, Fargo, ND, 58108, USA.
Marcin GrzybowskiDepartment of Plant Molecular Ecophysiology, Institute of Plant Experimental Biology and Biotechnology, Faculty of Biology, University of Warsaw, Warsaw, Poland.ORCID https://orcid.org/0000-0002-6303-5433
Zhikai LiangDepartment of Plant Sciences, North Dakota State University, Fargo, ND, 58108, USA.ORCID https://orcid.org/0000-0002-9963-8631

Funding

American Malting Barley AssociationMontana Wheat and Barley CommitteeNorth Dakota State UniversityU.S. Department of Agriculture 58-3060-3-016
6 · The paper itself

Abstract

The linear shape of cereal leaves creates distinct longitudinal zones that coordinate tissue maturation and resource allocation. Under abiotic stress such as heat, these longitudinal zones may differentially activate protective pathways, revealing hidden heterogeneity in stress response that remains poorly understood. Barley (Hordeum vulgare), a cold-adapted crop particularly sensitive to elevated temperatures, can serve as an ideal model for studying region-specific heat responses in leaves. Using chlorophyll fluorescence imaging, we found that non-photochemical quenching (NPQ) kinetics captured additional physiological changes beyond those detected by SPAD, highlighting the added value of chlorophyll fluorescence-based assessments. NPQ kinetics traits displayed consistent spatial gradients from tip to base, with heat stress reducing NPQ induction across leaf gradients. Genome-wide association analysis of traits derived from chlorophyll fluorescence imaging across leaf gradients identified significant SNPs within multiple candidate genes, including HORVU.MOREX.r3.3HG0262630 that was consistently detected in over 90% resampling iterations under heat stress, suggesting its key role during heat responses. Transcriptomic profiling along the leaf axis revealed both conserved and region-specific heat responses between leaf regions. Conserved activations highlighted conserved heat response pathways, including the reactivation of the Arabidopsis thermomemory module FtsH6-HSP21. In contrast, the region-by-temperature interaction analysis identified 40 genes with spatial responses indicative of resource reallocation from growth to defense, including those involved in growth and transport. The integration between spatially resolved phenotyping and transcriptional profiling underscores region-specific variation in response to heat along the leaf axis, guiding targeted strategies to enhance heat resilience in barley and other cereal crops.

Indexed as

HordeumPlant LeavesChlorophyllGene Expression ProfilingGene Expression Regulation, PlantGenome-Wide Association StudyHeat-Shock ResponseHot TemperaturePlant ProteinsPolymorphism, Single NucleotideTemperatureChlorophyllPlant Proteinsassociation mappingheat‐responsive genesHordeum vulgareleaf gradientnon‐photochemical quenchingtemperature

Identifiers

PMID41967102
PMCPMC13088748

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Registered trials

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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.