<mods:mods version="3.3" xsi:schemaLocation="http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-3.xsd" xmlns:mods="http://www.loc.gov/mods/v3" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"><mods:titleInfo><mods:title>Genome-wide association study uncovers genomic regions associated with grain iron, zinc and protein content in pearl millet</mods:title></mods:titleInfo><mods:name type="personal"><mods:namePart type="given">M</mods:namePart><mods:namePart type="family">Pujar</mods:namePart><mods:role><mods:roleTerm type="text">author</mods:roleTerm></mods:role></mods:name><mods:name type="personal"><mods:namePart type="given">S</mods:namePart><mods:namePart type="family">Gangaprasad</mods:namePart><mods:role><mods:roleTerm type="text">author</mods:roleTerm></mods:role></mods:name><mods:name type="personal"><mods:namePart type="given">M</mods:namePart><mods:namePart type="family">Govindaraj</mods:namePart><mods:role><mods:roleTerm type="text">author</mods:roleTerm></mods:role></mods:name><mods:name type="personal"><mods:namePart type="given">S S</mods:namePart><mods:namePart type="family">Gangurde</mods:namePart><mods:role><mods:roleTerm type="text">author</mods:roleTerm></mods:role></mods:name><mods:name type="personal"><mods:namePart type="given">A</mods:namePart><mods:namePart type="family">Kanatti</mods:namePart><mods:role><mods:roleTerm type="text">author</mods:roleTerm></mods:role></mods:name><mods:name type="personal"><mods:namePart type="given">H</mods:namePart><mods:namePart type="family">Kudapa</mods:namePart><mods:role><mods:roleTerm type="text">author</mods:roleTerm></mods:role></mods:name><mods:abstract>Pearl millet hybrids biofortified with iron (Fe) and zinc (Zn) promise to be part of a long-term strategy&#13;
to combat micronutrient malnutrition in the arid and semi-arid tropical (SAT) regions of the world.&#13;
Biofortification through molecular breeding is the way forward to achieving a rapid trait-based&#13;
breeding strategy. This genome-wide association study (GWAS) was conducted to identify significant&#13;
marker-trait associations (MTAs) for Fe, Zn, and protein content (PC) for enhanced biofortification&#13;
breeding. A diverse panel of 281 advanced inbred lines was evaluated for Fe, Zn, and PC over two&#13;
seasons. Phenotypic evaluation revealed high variability (Fe: 32–120 mg kg−1, Zn: 19–87 mg kg−1, PC:&#13;
8–16%), heritability (hbs2 ≥ 90%) and significantly positive correlation among Fe, Zn and PC (P = 0.01),&#13;
implying concurrent improvement. Based on the Diversity Arrays Technology (DArT) seq assay, 58,719&#13;
highly informative SNPs were filtered for association mapping. Population structure analysis showed&#13;
six major genetic groups (K = 6). A total of 78 MTAs were identified, of which 18 were associated with&#13;
Fe, 43 with Zn, and 17 with PC. Four SNPs viz., Pgl04_64673688, Pgl05_135500493, Pgl05_144482656,&#13;
and Pgl07_101483782 located on chromosomes Pgl04 (1), Pgl05 (2) and Pgl07 (1), respectively were&#13;
co-segregated for Fe and Zn. Promising genes, ‘Late embryogenesis abundant protein’, ‘Myb domain’,&#13;
‘pentatricopeptide repeat’, and ‘iron ion binding’ coded by 8 SNPs were identified. The SNPs/genes&#13;
identified in the present study presents prospects for genomics assisted biofortification breeding in&#13;
pearl millet.</mods:abstract><mods:classification authority="lcc">Pearl Millet</mods:classification><mods:classification authority="lcc">Food and Nutrition</mods:classification><mods:originInfo><mods:dateIssued encoding="iso8061">2020-11</mods:dateIssued></mods:originInfo><mods:originInfo><mods:publisher>Nature Research</mods:publisher></mods:originInfo><mods:genre>Article</mods:genre></mods:mods>