Evidence map›Paper›PMID 41581103›Full record

ArticleTAG. Theoretical and applied genetics. Theoretische und angewandte Genetik2026

Molecular marker development for salt tolerance in cowpea: insights from genome-wide association analysis at the early vegetative stage.

Byeong Hee Kang, Sreeparna Chowdhury, Seo-Young Shin, Won-Ho Lee, Da-Yeon Kim, Woon Ji Kim, Seong-Hoon Kim, Bo-Keun Ha

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Article in TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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5 · Who and what money

Authors and funding

8 authors.

Byeong Hee KangDepartment of Applied Plant Science, Chonnam National University, Gwangju, 61186, Republic of Korea.ORCID http://orcid.org/0009-0006-0446-1842
Sreeparna ChowdhuryDepartment of Applied Plant Science, Chonnam National University, Gwangju, 61186, Republic of Korea.
Seo-Young ShinDepartment of Applied Plant Science, Chonnam National University, Gwangju, 61186, Republic of Korea.
Won-Ho LeeDepartment of Applied Plant Science, Chonnam National University, Gwangju, 61186, Republic of Korea.
Da-Yeon KimDepartment of Applied Plant Science, Chonnam National University, Gwangju, 61186, Republic of Korea.
Woon Ji KimAdvanced Radiation Technology Institute, Korea Atomic Energy Research Institute, Jeongeup, Republic of Korea.
Seong-Hoon KimNational Agrobiodiversity Center, National Institute of Agricultural Sciences, RDA, Jeonju, 5487, Republic of Korea.
Bo-Keun HaDepartment of Applied Plant Science, Chonnam National University, Gwangju, 61186, Republic of Korea. bkha@jnu.ac.kr.ORCID http://orcid.org/0000-0002-2295-365X

Funding

National Research Foundation, Ministry of Education (KR) RS-2024-00409791National Research Foundation, Ministry of Science and ICT (KR) RS-2023-00243197
6 · The paper itself

Abstract

key messageThis study identified efficient marker combinations consisting of two significant SNPs associated with salt tolerance in cowpea, providing genomic insights and candidate frameworks for future validation and breeding applications. Salt stress is a major abiotic factor that severely reduces crop productivity, particularly in arid and semi-arid regions. Its effects are further exacerbated by climate change and the continuous buildup of salts in the soil. Although cowpea (Vigna unguiculata L.) is regarded as a promising crop in drought- and heat-prone areas, it remains especially susceptible to salt stress during its early developmental stages. To investigate the genetic foundation of salt tolerance, a genome-wide association study (GWAS) was carried out using 401 genetically diverse cowpea germplasms. This analysis integrated phenotypic assessments under 200 mM NaCl treatment at the early vegetative stage with 34,704 high-quality single-nucleotide polymorphisms (SNPs). Four morpho-physiological traits were chosen to assess responses to salt stress, including leaf scorch score (LSS), leaf chlorophyll content (LCC), and the contents of leaf sodium ions (LSI) and leaf chloride ions (LCI). GWAS identified several significant marker-trait associations, among which six SNPs with the highest statistical significance across the four traits were selected. Candidate genes associated with these SNPs were involved in ion transport, regulation of reactive oxygen species (ROS), and secondary metabolite biosynthesis, which are fundamental mechanisms in salt tolerance. Moreover, the combination of two SNPs, 2_52855 and 2_38343, proved to be the most effective marker for distinguishing salt-tolerant germplasms. Germplasms containing the GC genotype at this combination, meaning the G allele at the SNP 2_52855 and the C allele at the SNP 2_38343, consistently demonstrated enhanced salt tolerance. These findings enhance our understanding of the genetic architecture of salt stress response in cowpea and provide a foundation for identifying molecular markers that can be validated and applied in future breeding efforts.

Indexed as

Polymorphism, Single NucleotideSalt ToleranceVignaGenetic MarkersGenome-Wide Association StudyGenotypePhenotypePlant LeavesGenetic Markers

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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 Socratic graph.