Evidence map›Paper›PMID 42426292›Full record

ArticleScientific reports2026

Genome-wide identification and expression profiling of the bHLH transcription factor family under salt stress and hormonal treatments in cowpea (Vigna unguiculata).

Adhimoolam Karthikeyan, Gunasekaran Ariharasutharsan, Murugesan Tamilzharasi, Manoharan Akilan, Jeeva Kasiviswanathan Lekshmi, Muthaiyan Pandiyan, Natesan Senthil

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. Not yet cited in PubMed.

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

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

7 authors.

Adhimoolam KarthikeyanDepartment of Biotechnology, Centre of Innovation, Agricultural College and Research Institute, Tamil Nadu Agricultural University, Madurai, India. karthik2373@gmail.com.ORCID 0000-0002-6270-5597
Gunasekaran AriharasutharsanDepartment of Biotechnology, Centre of Innovation, Agricultural College and Research Institute, Tamil Nadu Agricultural University, Madurai, India.
Murugesan TamilzharasiDepartment of Plant Breeding and Genetics, Pandit Jawaharlal Nehru College of Agriculture and Research Institute, Karaikal, Puducherry, India.
Manoharan AkilanDepartment of Genetics and Plant Breeding, Anbil Dharmalingam Agricultural College and Research Institute, Tamil Nadu Agricultural University, Trichy, India.
Jeeva Kasiviswanathan LekshmiDepartment of Entomology, Centre for Plant Protection Studies, Tamil Nadu Agricultural University, Coimbatore, India.
Muthaiyan PandiyanDr. M.S. Swaminathan Agricultural College and Research Institute, Tamil Nadu Agricultural University, Echangkottai, Thanjavur, India. mpandiyan8@yahoo.in.
Natesan SenthilDepartment of Plant Molecular Biology and Bioinformatics, Centre for Plant Molecular Biology and Biotechnology, Tamil Nadu Agricultural University, Coimbatore, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The basic helix-loop-helix (bHLH) gene family, a major class of transcription factors in plants, plays critical role in growth, development, and responses to environmental stresses. Despite its importance, knowledge of bHLH gene functions in cowpea remains limited. Here, we conducted a comprehensive genome-wide in silico analysis of the cowpea bHLH family. A total of 60 VubHLH genes were identified and found to be non-uniformly distributed across the 11 chromosomes. Phylogenetic analysis grouped 60 VubHLH and 127 AtbHLH genes into six distinct subgroups. Gene structural characteristics were conserved within subgroups but diversed among subgroups. Synteny analysis indicated that segmental duplication, rather than tandem duplication, was the primary driver of VubHLH family expansion. Promoter analysis revealed diverse cis-acting elements associated with plant growth, developmental processes, phytohormone regulation, and stress responses. Tissue-specific expression suggested functional diversification of VubHLH genes during evolution. qRT-PCR analysis showed that VubHLH1.1 and VubHLH11.1 genes were significantly upregulated under ABA, MeJA, and salt treatments, whereas VubHLH3.7, VubHLH5.1, and VubHLH6.3 were downregulated. Collectively, these results provide valuable insights into the evolutionary relationships and functional characteristics of the bHLH gene family and lay a foundation for future studies of bHLH gene function and improving the cowpea salt tolerance.

Indexed as

Basic Helix-Loop-Helix ProteinsPlant Growth RegulatorsPlant ProteinsSalt StressVignaGene Expression ProfilingGene Expression Regulation, PlantGenome, PlantMultigene FamilyPhylogenyPromoter Regions, GeneticStress, PhysiologicalBasic Helix-Loop-Helix ProteinsPlant Growth RegulatorsPlant ProteinsAbiotic stressBasic helix–loop–helix (bHLH)CowpeaGenome-wide analysisTranscription factor

Identifiers

PMID42426292
PMCPMC13518998

What Socratic holds

Textmetadata
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.