Evidence map›Paper›PMID 40927051›Full record

ArticleFood science & nutrition2025

Transcriptomic Meta-Analysis Reveals Hub Genes Integrating Multiple Abiotic Stress Responses in Wheat.

Minqiang Ding, Sajid Fiaz, Kui Wan, Haowen Chang, Rui Pan, Tayachew Admas

Abstract read
In one paragraph

Article in Food science & nutrition, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed, 1 pooled it
–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

8 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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  3. Article
  4. Review
  5. 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

6 authors.

Minqiang DingCollege of Agriculture Yangtze University Jingzhou China.
Sajid FiazInstitute of Molecular Biology and Biotechnology The University of Lahore Lahore Pakistan.ORCID https://orcid.org/0000-0001-9097-4359
Kui WanCollege of Agriculture Yangtze University Jingzhou China.
Haowen ChangCollege of Agriculture Yangtze University Jingzhou China.
Rui PanCollege of Agriculture Yangtze University Jingzhou China.ORCID https://orcid.org/0000-0001-5807-8116
Tayachew AdmasDepartment of Biology, College of Natural and Computational Sciences Mizan-Tepi University Tepi Ethiopia.ORCID https://orcid.org/0000-0002-1851-0426

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Climatic challenges increasingly threaten global food security, necessitating crops with enhanced multi-stress resilience. Through systematic transcriptomic analysis of 100 wheat genotypes under heat, drought, cold, and salt stress, we identified 3237 differentially expressed genes (DEGs) enriched in key stress-response pathways. Core transcription factors (

Indexed as

RNA‐seqstress‐resilient croptranscription factorsTriticum aestivumWGCNA

Identifiers

PMID40927051
PMCPMC12415591

What OpenQuestion holds

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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.