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Genome-Wide Association Studies of Mineral Content in Common Bean
Micronutrient malnutrition is one of the main public health problems in many parts of the world. This problem raises the attention of all valuable sources of micronutrients for the human diet, such as common bean (Phaseolus vulgaris L.). In this research, a panel of 174 accessions representing Croat...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7982862/ https://www.ncbi.nlm.nih.gov/pubmed/33763096 http://dx.doi.org/10.3389/fpls.2021.636484 |
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author | Gunjača, Jerko Carović-Stanko, Klaudija Lazarević, Boris Vidak, Monika Petek, Marko Liber, Zlatko Šatović, Zlatko |
author_facet | Gunjača, Jerko Carović-Stanko, Klaudija Lazarević, Boris Vidak, Monika Petek, Marko Liber, Zlatko Šatović, Zlatko |
author_sort | Gunjača, Jerko |
collection | PubMed |
description | Micronutrient malnutrition is one of the main public health problems in many parts of the world. This problem raises the attention of all valuable sources of micronutrients for the human diet, such as common bean (Phaseolus vulgaris L.). In this research, a panel of 174 accessions representing Croatian common bean landraces was phenotyped for seed content of eight nutrients (N, P, K, Ca, Mg, Fe, Zn, and Mn), and genotyped using 6,311 high-quality DArTseq-derived SNP markers. A genome-wide association study (GWAS) was then performed to identify new genetic sources for improving seed mineral content. Twenty-two quantitative trait nucleotides (QTN) associated with seed nitrogen content were discovered on chromosomes Pv01, Pv02, Pv03, Pv05, Pv07, Pv08, and Pv10. Five QTNs were associated with seed phosphorus content, four on chromosome Pv07, and one on Pv08. A single significant QTN was found for seed calcium content on chromosome Pv09 and for seed magnesium content on Pv08. Finally, two QTNs associated with seed zinc content were identified on Pv06 while no QTNs were found to be associated with seed potassium, iron, or manganese content. Our results demonstrate the utility of GWAS for understanding the genetic architecture of seed nutritional traits in common bean and have utility for future enrichment of seed with macro– and micronutrients through genomics-assisted breeding. |
format | Online Article Text |
id | pubmed-7982862 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-79828622021-03-23 Genome-Wide Association Studies of Mineral Content in Common Bean Gunjača, Jerko Carović-Stanko, Klaudija Lazarević, Boris Vidak, Monika Petek, Marko Liber, Zlatko Šatović, Zlatko Front Plant Sci Plant Science Micronutrient malnutrition is one of the main public health problems in many parts of the world. This problem raises the attention of all valuable sources of micronutrients for the human diet, such as common bean (Phaseolus vulgaris L.). In this research, a panel of 174 accessions representing Croatian common bean landraces was phenotyped for seed content of eight nutrients (N, P, K, Ca, Mg, Fe, Zn, and Mn), and genotyped using 6,311 high-quality DArTseq-derived SNP markers. A genome-wide association study (GWAS) was then performed to identify new genetic sources for improving seed mineral content. Twenty-two quantitative trait nucleotides (QTN) associated with seed nitrogen content were discovered on chromosomes Pv01, Pv02, Pv03, Pv05, Pv07, Pv08, and Pv10. Five QTNs were associated with seed phosphorus content, four on chromosome Pv07, and one on Pv08. A single significant QTN was found for seed calcium content on chromosome Pv09 and for seed magnesium content on Pv08. Finally, two QTNs associated with seed zinc content were identified on Pv06 while no QTNs were found to be associated with seed potassium, iron, or manganese content. Our results demonstrate the utility of GWAS for understanding the genetic architecture of seed nutritional traits in common bean and have utility for future enrichment of seed with macro– and micronutrients through genomics-assisted breeding. Frontiers Media S.A. 2021-03-05 /pmc/articles/PMC7982862/ /pubmed/33763096 http://dx.doi.org/10.3389/fpls.2021.636484 Text en Copyright © 2021 Gunjača, Carović-Stanko, Lazarević, Vidak, Petek, Liber and Šatović. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Plant Science Gunjača, Jerko Carović-Stanko, Klaudija Lazarević, Boris Vidak, Monika Petek, Marko Liber, Zlatko Šatović, Zlatko Genome-Wide Association Studies of Mineral Content in Common Bean |
title | Genome-Wide Association Studies of Mineral Content in Common Bean |
title_full | Genome-Wide Association Studies of Mineral Content in Common Bean |
title_fullStr | Genome-Wide Association Studies of Mineral Content in Common Bean |
title_full_unstemmed | Genome-Wide Association Studies of Mineral Content in Common Bean |
title_short | Genome-Wide Association Studies of Mineral Content in Common Bean |
title_sort | genome-wide association studies of mineral content in common bean |
topic | Plant Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7982862/ https://www.ncbi.nlm.nih.gov/pubmed/33763096 http://dx.doi.org/10.3389/fpls.2021.636484 |
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