Evidence map›Paper›PMID 41092016›Full record

ArticleG3 (Bethesda, Md.)2025

Stress-responsive transcription factor families are key components of the core abiotic stress response in maize.

Anna C H Pardo, Jeremy D Pardo, Robert VanBuren

Abstract read
In one paragraph

Article in G3 (Bethesda, Md.), 2025. 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. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

3 authors.

Anna C H PardoDepartment of Horticulture, Michigan State University, East Lansing, MI 48824, United States.ORCID 0000-0002-3427-1779
Jeremy D PardoPlant Resilience Institute, Michigan State University, East Lansing, MI 48824, United States.ORCID 0000-0003-3419-095X
Robert VanBurenPlant Resilience Institute, Michigan State University, East Lansing, MI 48824, United States.ORCID 0000-0003-2133-2760

Funding

NIGMS NIH HHSNIHNSF MCB-1817347NSF Research Traineeship DGE-1828149
6 · The paper itself

Abstract

Abiotic stresses, including drought, salt, heat, cold, flooding, and low nitrogen, are harmful to agriculture and increasing in frequency due to climate change. Plants can experience multiple stresses within a single season, which elicit shared or overlapping responses. We searched for core stress-responsive genes in maize across stressors through meta-analysis of public RNA-seq data. Using nearly 1,900 RNA-seq samples with both set operations and random forest classification, we identified a core set of 744 stress-responsive genes across the six stressors. These are enriched in transcription factors, including the stress-responsive families AP2/ERF-ERF, NAC, bZIP, HSF, and C2C2-CO-like. Co-expression network analysis demonstrated that core transcription factors are co-expressed with stress-specific genes, supporting their role in regulating both generalized and stress-specific responses. This provides a valuable resource for understanding stress tolerance mechanisms and guiding future efforts to enhance maize resilience under climate change.

Indexed as

Multigene FamilyPlant ProteinsStress, PhysiologicalTranscription FactorsZea maysGene Expression ProfilingGene Expression Regulation, PlantGene Regulatory NetworksPlant ProteinsTranscription Factorsgene expressionmaizestress biology

Identifiers

PMID41092016
PMCPMC12693616

What Socratic holds

Textmetadata
LicenceCC BY
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 Socratic graph.