Pea (Pisum sativum L.) is an important cool season food legume for sustainable food production and human nutrition due to its nitrogen fixation capabilities and nutrient-dense seed. However, minimal breeding research has been conducted to improve the nutritional quality of the seed for biofortification, and most genomic-assisted breeding studies utilize small populations with few single nucleotide polymorphisms (SNPs). Genomic resources for pea have lagged behind those of other grain crops, but the recent release of the Pea Single Plant Plus Collection (PSPPC) and the pea reference genome provide new tools to study nutritional traits for biofortification. Calcium, phosphorus, potassium, iron, zinc, and phytic acid concentrations were measured in a study population of 299 different accessions grown under greenhouse conditions. Broad phenotypic variation was detected for all parameters except phytic acid. Calcium exhibited moderate broad-sense heritability (H2) estimates, at 50%, while all other minerals exhibited low heritability. Of the accessions used, 267 were previously genotyped in the PSPPC release by the USDA, and we mapped the genotyping data to the pea reference genome for the first time. This study generated 54,344 high-quality SNPs used to investigate the population structure of the PSPPC and perform a genome-wide association study to identify genomic loci associated with mineral concentrations in mature pea seed. Overall, we were able to identify multiple significant SNPs and candidate genes for iron, phosphorus, and zinc. These results can be used for genetic improvement in pea for nutritional traits and biofortification, and the candidate genes provide insight into mineral metabolism.
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http://dx.doi.org/10.1093/g3journal/jkab227 | DOI Listing |
J Cell Mol Med
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Department of Botany and Microbiology, College of Science, King Saud University, Riyadh, Saudi Arabia.
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Research Center for Food Hygiene and Safety, School of Public Health Shahid Sadoughi University of Medical Sciences Yazd Iran.
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Engineering Research Center for Fruit Crops of Guizhou Province, Engineering Technology Research Centre for Rosa Roxburghii of National Forestry and Grassland Adminstratio, College of Agriculture, Guizhou University, Guiyang 550025, China.
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Department of Food Science and Technology, Chungnam National University, Daejeon 34134, Republic of Korea. Electronic address:
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College of Materials Science and Engineering, Guilin University of Electronic Technology, Guilin 541004, China.
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