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Chengming Zhang

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Open access Aug 2026

Development of KASP molecular markers and construction of fingerprinting for cowpea (Vigna unguiculata (L.) Walp.) based on ddRAD-Seq

Cowpea (Vigna unguiculata (L.) Walp.) is a globally important legume crop. However, the scarcity of efficient molecular markers has hindered molecular breeding efforts and the protection of plant breeders’ rights. In this study, we employed double-digest restriction-site associated DNA sequencing (ddRAD-seq) to characterize the genetic diversity of 19 cowpea accessions. A total of 791,621 SNPs were identified, of which 13,469 high-quality SNPs were retained after filtering. Population structure and phylogenetic analyses revealed that these accessions clustered into three distinct groups. To facilitate cost-effective and rapid genotyping, we developed a panel of KASP (Kompetitive Allele-Specific PCR) markers. Through rigorous screening for polymorphism and stability, we identified six core KASP markers located in exonic regions. These six markers alone were sufficient to discriminate all 19 accessions. Based on these core markers, we constructed a unique DNA fingerprinting profile and assigned specific QR codes for each accession. This study demonstrates that selecting core KASP markers from ddRAD-seq data is a powerful strategy for germplasm identification. The developed fingerprinting system provides a robust, low-cost tool for seed purity testing, variety authentication, and marker-assisted selection in cowpea breeding programs.

Juan Xiang, Zhuoling Zhong, Cheng-Ming Zhang et al. · 0 citations
Open access Jul 2026

Transcriptome Analysis Reveals Calcium-Induced Defense Response in Barley Against Magnaporthe oryzae

In this study, we found that exogenous 50 mM calcium chloride treatment reduced the number of barley leaf lesions per plant by 39%. To investigate the molecular basis for this increased resistance, we used Magnaporthe oryzae spores to infect barley and collected the leaves for analysis. Four groups were set up: control, pathogen inoculation, 50 mM CaCl2 treatment, and 50 mM CaCl2 treatment plus pathogen inoculation for transcriptomics. Our results showed that both calcium treatment and pathogen inoculation altered the expression of many genes, which were enriched in linoleic acid metabolism, cutin, suberine and wax biosynthesis, flavonoid biosynthesis, phenylpropanoid metabolism, and plant–pathogen interaction pathways. Notably, qRT-PCR analysis revealed that the expression levels of disease-resistance-related genes THN3, RGA4, and FAR4 were significantly reduced in the CaCl2-treated and pathogen-inoculated group compared with the control. Our findings demonstrate that exogenous calcium modulates gene expression and regulatory networks associated with barley disease resistance.

Juan Zhao, Xiang Li, Feng Zhang et al. · 0 citations

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