Evidence map›Paper›PMID 42350945›Full record

ArticleBMC plant biology2026

SeedMatExplorer: the transcriptome atlas of Arabidopsis seed maturation.

Mariana A S Artur, Robert A Koetsier, Leo A J Willems, Lars L Bakermans, Annabel D van Driel, Joram A Dongus, Bas J W Dekkers, Alexandre C S S Marques, Asif Ahmed Sami, Harm Nijveen and 3 more

Abstract read
In one paragraph

Article in BMC plant biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
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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

13 authors.

Mariana A S Artur *Laboratory of Plant Physiology, Wageningen Seed Science Centre, Wageningen University & Research, Wageningen, 6708 PB, The Netherlands. mariana.silvaartur@wur.nl.ORCID http://orcid.org/0000-0002-6832-2407
Robert A Koetsier *Bioinformatics Group, Wageningen University & Research, Wageningen, 6708 PB, The Netherlands.ORCID http://orcid.org/0000-0002-4477-5401
Leo A J WillemsLaboratory of Plant Physiology, Wageningen Seed Science Centre, Wageningen University & Research, Wageningen, 6708 PB, The Netherlands.ORCID http://orcid.org/0000-0002-9502-7745
Lars L BakermansLaboratory of Plant Physiology, Wageningen Seed Science Centre, Wageningen University & Research, Wageningen, 6708 PB, The Netherlands.ORCID http://orcid.org/0009-0004-6646-3582
Annabel D van DrielLaboratory of Plant Physiology, Wageningen Seed Science Centre, Wageningen University & Research, Wageningen, 6708 PB, The Netherlands.ORCID http://orcid.org/0000-0002-1629-5961
Joram A DongusLaboratory of Plant Physiology, Wageningen Seed Science Centre, Wageningen University & Research, Wageningen, 6708 PB, The Netherlands.ORCID http://orcid.org/0000-0002-8553-6802
Bas J W DekkersLaboratory of Plant Physiology, Wageningen Seed Science Centre, Wageningen University & Research, Wageningen, 6708 PB, The Netherlands.
Alexandre C S S MarquesLaboratory of Plant Physiology, Wageningen Seed Science Centre, Wageningen University & Research, Wageningen, 6708 PB, The Netherlands.ORCID http://orcid.org/0000-0001-5230-8793
Asif Ahmed SamiLaboratory of Plant Physiology, Wageningen Seed Science Centre, Wageningen University & Research, Wageningen, 6708 PB, The Netherlands.ORCID http://orcid.org/0000-0002-7670-4747
Harm NijveenBioinformatics Group, Wageningen University & Research, Wageningen, 6708 PB, The Netherlands.ORCID http://orcid.org/0000-0002-9167-4945
Leónie BentsinkLaboratory of Plant Physiology, Wageningen Seed Science Centre, Wageningen University & Research, Wageningen, 6708 PB, The Netherlands.ORCID http://orcid.org/0000-0001-9510-6059
Henk HilhorstLaboratory of Plant Physiology, Wageningen Seed Science Centre, Wageningen University & Research, Wageningen, 6708 PB, The Netherlands.ORCID http://orcid.org/0000-0002-6743-583X
Renake Nogueira TeixeiraLaboratory of Plant Physiology, Wageningen Seed Science Centre, Wageningen University & Research, Wageningen, 6708 PB, The Netherlands. renakent@gmail.com.

Funding

NWO-ALW Open project Green SeedsNWO-ENW Veni Fine Drying VI.Veni.202.038NWO-TTW Open Technology Program HEAT 19932NWO VICI Seeds4Ever 17047NWO-VICI project VI.C.192.033The National Council for Scientific and Technological Development Brazil CNPq 246220/2012-0The São Paulo Research Foundation and The Netherlands Organization for Scientific Research FAPESP/NWO 17/50211-9
6 · The paper itself

Abstract

backgroundSeed maturation is a critical developmental phase during which seeds acquire traits essential for nutritional value, desiccation tolerance, and long-term survival. Abscisic acid (ABA) signalling is a key regulator of this process, coordinating gene expression programs underlying the acquisition of seed quality traits. However, the molecular regulation of many of these traits remains poorly understood. To address this, we performed a comprehensive analysis of seed maturation in Arabidopsis thaliana, combining physiological and transcriptomic approaches across wild-type plants and mutants affected in ABA biosynthesis, signalling, and catabolism.

resultsWe generated a high-resolution transcriptome dataset covering seed development from 12 days after pollination to the dry seed stage in wild-type and ten mutant lines. In parallel, we characterized the temporal acquisition of multiple seed traits, including germination capacity, dormancy, chlorophyll fluorescence, longevity and desiccation tolerance. Integration of these datasets using weighted gene co-expression network analysis (WGCNA) identified gene modules associated with specific trait acquisition patterns. This approach enabled the identification of coordinated transcriptional programs linked to distinct seed quality traits, extending beyond individual gene-level analyses. Notably, modules associated with desiccation tolerance and longevity were enriched for genes involved in stress responses and ABA-regulated pathways, highlighting the complex and multifactorial regulation of these traits.

conclusionsThis study provides a comprehensive physiological and transcriptomic framework for understanding seed maturation and the acquisition of key seed quality traits in Arabidopsis thaliana. By linking gene expression dynamics to trait development, our work offers new insights into the regulatory networks underlying seed resilience and storage capacity. The dataset is made accessible through SeedMatExplorer ( https://www.bioinformatics.nl/SeedMatExplorer ), an open-access web platform that enables interactive exploration and supports hypothesis generation. Together, this resource represents a valuable tool for advancing research on seed biology and improving seed performance in agricultural contexts.

Indexed as

ArabidopsisSeedsTranscriptomeAbscisic AcidGene Expression ProfilingGene Expression Regulation, PlantGene Regulatory NetworksGerminationAbscisic AcidDesiccation toleranceGene regulatory networksLongevitySeed maturationTranscriptomics

Identifiers

PMID42350945
PMCPMC13556058

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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.