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        <dc:title>Genetic dissection of seed-iron and zinc concentrations in chickpea</dc:title>
        <dc:creator>Upadhyaya, H D</dc:creator>
        <dc:creator>Bajaj, D</dc:creator>
        <dc:creator>Das, S</dc:creator>
        <dc:creator>Kumar, V</dc:creator>
        <dc:creator>Gowda, C L L</dc:creator>
        <dc:creator>Sharma, S</dc:creator>
        <dc:creator>Tyagi, A K</dc:creator>
        <dc:creator>Parida, S K</dc:creator>
        <dc:subject>Chickpea</dc:subject>
        <dc:subject>Food Legumes</dc:subject>
        <dc:subject>Genetics and Genomics</dc:subject>
        <dc:description>The SNP-based high-resolution QTL mapping mapped eight major genomic regions harbouring robust QTLs governing seed-Fe and Zn concentrations (39.4% combined phenotypic variation explained/PVE) on six chromosomes of an intra-specific high-density genetic linkage map (1.56 cM map-density). 24620 SNPs discovered from genome-wide GBS (genotyping-by-sequencing) and 13 known cloned Fe and Zn contents-related chickpea gene-orthologs were genotyped in a structured population of 92 sequenced desi and kabuli accessions. The large-scale 16591 SNP genotyping- and phenotyping-based GWAS (genome-wide association study) identified 16 genomic loci/genes associated (29% combined PVE) with seed-Fe and Zn concentrations. Of these, 11 trait-associated SNPs in the genes linked tightly with eight QTLs were validated by QTL mapping. The seed-specific expression, including pronounced differential-regulation of 16 trait-associated genes particularly in accessions/mapping individuals with contrasting level of seed-Fe and Zn contents was apparent. Collectively, the aforementioned rapid integrated genomic strategy led to delineate novel functional non-synonymous and regulatory SNP allelic-variants from 16 known/candidate genes, including three strong trait-associated genes (encoding late embryogenesis abundant and yellow stripe-like 1 protein, and vacuolar protein sorting-associated protein) and eight major QTLs regulating seed-Fe and Zn concentrations in chickpea. These essential inputs thus have potential to be deployed in marker-assisted genetic enhancement for developing nutritionally-rich iron/zinc-biofortified chickpea cultivars.</dc:description>
        <dc:publisher>Nature Publishing Group</dc:publisher>
        <dc:date>2016-04-11</dc:date>
        <dc:type>Article</dc:type>
        <dc:type>PeerReviewed</dc:type>
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        <dc:language>en</dc:language>
        <dc:identifier>http://oar.icrisat.org/9436/1/srep24050.pdf</dc:identifier>
        <dc:identifier>  Upadhyaya, H D and Bajaj, D and Das, S and Kumar, V and Gowda, C L L and Sharma, S and Tyagi, A K and Parida, S K  (2016) Genetic dissection of seed-iron and zinc concentrations in chickpea.  Scientific Reports, 06 (24050).  01-12.  ISSN 2045-2322     </dc:identifier>
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