Evidence map›Paper›PMID 41860105›Full record

ArticlePlant biology (Stuttgart, Germany)2026

Locally adapted Arabidopsis thaliana accessions show transcriptomic plasticity in a multi-timescale analysis of whole-genome gene expression in a natural environment.

A Martínez-Pérez, R de la Mata, F J Romero-Campero, R Gómez, M Calonje, J M Romero, M T Ruiz, F Valverde, F X Picó

Abstract read
In one paragraph

Article in Plant biology (Stuttgart, Germany), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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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

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

9 authors.

A Martínez-PérezBasque Research and Technology Alliance (BRTA), Derio, Spain.ORCID https://orcid.org/0009-0005-6908-3531
R de la MataSchool of Forest Engineering and Natural Resources, Technical University of Madrid, Madrid, Spain.ORCID https://orcid.org/0000-0003-1744-5543
F J Romero-CamperoDepartment of Computer Science and Artificial Intelligence, Universidad de Sevilla, Sevilla, Spain.ORCID https://orcid.org/0000-0001-9834-030X
R GómezDepartamento de Ecología y Evolución, Estación Biológica de Doñana (EBD), Consejo Superior de Investigaciones Científicas (CSIC), Sevilla, Spain.ORCID https://orcid.org/0000-0002-8218-7838
M CalonjeEnvironmental and Epigenetic Regulation of Plant Development-Institute for Plant Biochemistry and Photosynthesis, Consejo Superior de Investigaciones Científicas, Universidad de Sevilla, Sevilla, Spain.ORCID https://orcid.org/0000-0001-6351-6774
J M RomeroEnvironmental and Epigenetic Regulation of Plant Development-Institute for Plant Biochemistry and Photosynthesis, Consejo Superior de Investigaciones Científicas, Universidad de Sevilla, Sevilla, Spain.ORCID https://orcid.org/0000-0002-4621-5934
M T RuizEnvironmental and Epigenetic Regulation of Plant Development-Institute for Plant Biochemistry and Photosynthesis, Consejo Superior de Investigaciones Científicas, Universidad de Sevilla, Sevilla, Spain.ORCID https://orcid.org/0000-0001-5132-9824
F ValverdeEnvironmental and Epigenetic Regulation of Plant Development-Institute for Plant Biochemistry and Photosynthesis, Consejo Superior de Investigaciones Científicas, Universidad de Sevilla, Sevilla, Spain.ORCID https://orcid.org/0000-0001-8063-0974
F X PicóDepartamento de Ecología y Evolución, Estación Biológica de Doñana (EBD), Consejo Superior de Investigaciones Científicas (CSIC), Sevilla, Spain.ORCID https://orcid.org/0000-0003-2849-4922

Funding

Junta de Andalucía P18-FR-3307
6 · The paper itself

Abstract

Discerning the genes, regulatory networks and environmental cues involved in plant development represents a major goal in the plant sciences. However, genes and regulatory networks have not evolved in controlled environmental conditions but in natural environments. Hence, conducting experiments in natural settings is of paramount importance to dissect the underlying mechanisms of plant development realistically. We undertook common garden experiments in a natural environment in two contrasting years to quantify whole-genome gene expression patterns over diurnal, seasonal and annual timescales across the life-cycle phenology of Arabidopsis thaliana. Natural accessions were locally adapted to their environments by adjusting key life-history traits across an altitudinal gradient in southern Spain. We found that accession, seasonal (across developmental stages) and diurnal (morning and afternoon) comparisons chiefly structured whole-genome gene expression. We detected most of the differentially expressed genes from various biological functions and flowering-related regulatory pathways as shared among all natural accessions. Nevertheless, accessions more similar in early flowering time also exhibited more similar gene expression patterns. We also detected several flowering time genes from all known regulatory pathways across timescales, particularly from the photoperiod and circadian clock pathways. Overall, our results stressed the remarkable plasticity in both life-cycle phenology and whole-genome gene expression patterns in natural A. thaliana accessions, showed that local adaptation in fitness-related life-history traits can also be detected at the whole-genome gene expression level and highlighted the value of natural accessions with respect to laboratory strains for in natura gene expression experiments.

Indexed as

Adaptation, PhysiologicalArabidopsisGene Expression Regulation, PlantGenome, PlantTranscriptomeCircadian RhythmEnvironmentFlowersGene Expression ProfilingPhotoperiodSeasonsSpainCommon garden experimentsdevelopmental transitionsflowering time genesgene expression plasticitylife‐cycle phenologyRAD‐sequencing

Identifiers

PMID41860105
PMCPMC13358670

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LicenceCC BY-NC-ND
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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.