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Exploring the genetic variability and diversity of pearl millet core collection germplasm for grain nutritional traits improvement

Improving essential nutrient content in staple food crops through biofortification breeding can overcome the micronutrient malnutrition problem. Genetic improvement depends on the availability of genetic variability in the primary gene pool. This study was aimed to ascertain the magnitude of variabi...

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Autores principales: Govindaraj, Mahalingam, Rai, Kedar N., Kanatti, Anand, Upadhyaya, Hari D., Shivade, Harshad, Rao, Aluri S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7713302/
https://www.ncbi.nlm.nih.gov/pubmed/33273504
http://dx.doi.org/10.1038/s41598-020-77818-0
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author Govindaraj, Mahalingam
Rai, Kedar N.
Kanatti, Anand
Upadhyaya, Hari D.
Shivade, Harshad
Rao, Aluri S.
author_facet Govindaraj, Mahalingam
Rai, Kedar N.
Kanatti, Anand
Upadhyaya, Hari D.
Shivade, Harshad
Rao, Aluri S.
author_sort Govindaraj, Mahalingam
collection PubMed
description Improving essential nutrient content in staple food crops through biofortification breeding can overcome the micronutrient malnutrition problem. Genetic improvement depends on the availability of genetic variability in the primary gene pool. This study was aimed to ascertain the magnitude of variability in a core germplasm collection of diverse origin and predict pearl millet biofortification prospects for essential micronutrients. Germplasm accessions were evaluated in field trials at ICRISAT, India. The accessions differed significantly for all micronutrients with over two-fold variation for Fe (34–90 mg kg(−1)), Zn (30–74 mg kg(−1)), and Ca (85–249 mg kg(−1)). High estimates of heritability (> 0.81) were observed for Fe, Zn, Ca, P, Mo, and Mg. The lower magnitude of genotype (G) × environment (E) interaction observed for most of the traits implies strong genetic control for grain nutrients. The top-10 accessions for each nutrient and 15 accessions, from five countries for multiple nutrients were identified. For Fe and Zn, 39 accessions, including 15 with multiple nutrients, exceeded the Indian cultivars and 17 of them exceeded the biofortification breeding target for Fe (72 mg kg(−1)). These 39 accessions were grouped into 5 clusters. Most of these nutrients were positively and significantly associated among themselves and with days to 50% flowering and 1000-grain weight (TGW) indicating the possibility of their simultaneous improvement in superior agronomic background. The identified core collection accessions rich in specific and multiple-nutrients would be useful as the key genetic resources for developing biofortified and agronomically superior cultivars.
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spelling pubmed-77133022020-12-03 Exploring the genetic variability and diversity of pearl millet core collection germplasm for grain nutritional traits improvement Govindaraj, Mahalingam Rai, Kedar N. Kanatti, Anand Upadhyaya, Hari D. Shivade, Harshad Rao, Aluri S. Sci Rep Article Improving essential nutrient content in staple food crops through biofortification breeding can overcome the micronutrient malnutrition problem. Genetic improvement depends on the availability of genetic variability in the primary gene pool. This study was aimed to ascertain the magnitude of variability in a core germplasm collection of diverse origin and predict pearl millet biofortification prospects for essential micronutrients. Germplasm accessions were evaluated in field trials at ICRISAT, India. The accessions differed significantly for all micronutrients with over two-fold variation for Fe (34–90 mg kg(−1)), Zn (30–74 mg kg(−1)), and Ca (85–249 mg kg(−1)). High estimates of heritability (> 0.81) were observed for Fe, Zn, Ca, P, Mo, and Mg. The lower magnitude of genotype (G) × environment (E) interaction observed for most of the traits implies strong genetic control for grain nutrients. The top-10 accessions for each nutrient and 15 accessions, from five countries for multiple nutrients were identified. For Fe and Zn, 39 accessions, including 15 with multiple nutrients, exceeded the Indian cultivars and 17 of them exceeded the biofortification breeding target for Fe (72 mg kg(−1)). These 39 accessions were grouped into 5 clusters. Most of these nutrients were positively and significantly associated among themselves and with days to 50% flowering and 1000-grain weight (TGW) indicating the possibility of their simultaneous improvement in superior agronomic background. The identified core collection accessions rich in specific and multiple-nutrients would be useful as the key genetic resources for developing biofortified and agronomically superior cultivars. Nature Publishing Group UK 2020-12-03 /pmc/articles/PMC7713302/ /pubmed/33273504 http://dx.doi.org/10.1038/s41598-020-77818-0 Text en © The Author(s) 2020 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Govindaraj, Mahalingam
Rai, Kedar N.
Kanatti, Anand
Upadhyaya, Hari D.
Shivade, Harshad
Rao, Aluri S.
Exploring the genetic variability and diversity of pearl millet core collection germplasm for grain nutritional traits improvement
title Exploring the genetic variability and diversity of pearl millet core collection germplasm for grain nutritional traits improvement
title_full Exploring the genetic variability and diversity of pearl millet core collection germplasm for grain nutritional traits improvement
title_fullStr Exploring the genetic variability and diversity of pearl millet core collection germplasm for grain nutritional traits improvement
title_full_unstemmed Exploring the genetic variability and diversity of pearl millet core collection germplasm for grain nutritional traits improvement
title_short Exploring the genetic variability and diversity of pearl millet core collection germplasm for grain nutritional traits improvement
title_sort exploring the genetic variability and diversity of pearl millet core collection germplasm for grain nutritional traits improvement
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7713302/
https://www.ncbi.nlm.nih.gov/pubmed/33273504
http://dx.doi.org/10.1038/s41598-020-77818-0
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