Evidence map›Paper›PMID 41872266›Full record

ArticleScientific reports2026

Seed metabolomic profiling of contrasting mung bean (Vigna radiata) genotypes under heat stress.

Uday Chand Jha, Harsh Nayyar, Shyam Tallury, Kadambot H M Siddique, Ignacio A Ciampitti, P V Vara Prasad

Abstract read
In one paragraph

Article in Scientific reports, 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. Article
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.

Uday Chand JhaIndian Council for Agricultural Research (ICAR) - Indian Institute of Pulses Research (IIPR), Kanpur, Uttar Pradesh, 208024, India. u9811981@gmail.com.
Harsh NayyarDepartment of Botany, Panjab University, Chandigarh, 160014, India. harshnayyar@hotmail.com.
Shyam TalluryPlant Genetic Resources Conservation Unit in Griffin, Griffin, GA, 30223, USA.
Kadambot H M SiddiqueThe UWA Institute of Agriculture, The University of Western Australia, Crawley, Perth, 6009, Australia.
Ignacio A CiampittiDepartment of Agronomy, Purdue University, West Lafayette, IN, USA.
P V Vara PrasadDepartment of Agronomy, Kansas State University, Manhattan, KS, 66506, USA. vara@ksu.in.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Mung bean (Vigna radiata), a high-value leguminous crop essential for global nutritional security, suffers substantial yield losses due to increasing heat stress. While numerous studies have explored the physiological and biochemical mechanisms underlying heat stress tolerance in mung bean, the effects of heat stress on grain quality at the metabolomic level remain largely unexplored. This study presents the first comprehensive analysis of heat stress-responsive seed metabolite changes in two contrasting mung bean genotypes-the heat-tolerant (HT) PI425243 and the heat-sensitive (HS) PI223002-using an untargeted metabolomics approach. Volcano plot analysis identified 68 significant metabolites (39 upregulated and 29 downregulated) under heat stress, based on a VIP value > 1.5; log

Indexed as

Heat-Shock ResponseMetabolomeMetabolomicsSeedsVignaGene Expression Regulation, PlantGenotypeHot TemperatureClimate changeHeat stressMetabolomicsMungbeanSeed

Identifiers

PMID41872266
PMCPMC13009291

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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.