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Phenotypic Diversity and Association Mapping of Ascorbic Acid Content in Spinach
Ascorbic acid (AsA), or vitamin C, is an essential nutrient for humans. In plants, AsA functions as an antioxidant during normal metabolism or in response to stress. Spinach is a highly nutritious green leafy vegetable that is consumed fresh, cooked or as a part of other dishes. One current goal in...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8762172/ https://www.ncbi.nlm.nih.gov/pubmed/35046997 http://dx.doi.org/10.3389/fgene.2021.752313 |
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author | Rueda, Dario Awika, Henry O. Bedre, Renesh Kandel, Devi R. Mandadi, Kranthi K. Crosby, Kevin Avila, Carlos A. |
author_facet | Rueda, Dario Awika, Henry O. Bedre, Renesh Kandel, Devi R. Mandadi, Kranthi K. Crosby, Kevin Avila, Carlos A. |
author_sort | Rueda, Dario |
collection | PubMed |
description | Ascorbic acid (AsA), or vitamin C, is an essential nutrient for humans. In plants, AsA functions as an antioxidant during normal metabolism or in response to stress. Spinach is a highly nutritious green leafy vegetable that is consumed fresh, cooked or as a part of other dishes. One current goal in spinach breeding programs is to enhance quality and nutritional content. However, little is known about the diversity of nutritional content present in spinach germplasm, especially for AsA content. In this study, a worldwide panel of 352 accessions was screened for AsA content showing that variability in spinach germplasm is high and could be utilized for cultivar improvement. In addition, a genome-wide association study for marker-trait association was performed using three models, and associated markers were searched in the genome for functional annotation analysis. The generalized linear model (GLM), the compressed mixed linear model (CMLM) based on population parameters previously determined (P3D) and the perMarker model together identified a total of 490 significant markers distributed across all six spinach chromosomes indicating the complex inheritance of the trait. The different association models identified unique and overlapping marker sets, where 27 markers were identified by all three models. Identified high AsA content accessions can be used as parental lines for trait introgression and to create segregating populations for further genetic analysis. Bioinformatic analysis indicated that identified markers can differentiate between high and low AsA content accessions and that, upon validation, these markers should be useful for breeding programs. |
format | Online Article Text |
id | pubmed-8762172 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-87621722022-01-18 Phenotypic Diversity and Association Mapping of Ascorbic Acid Content in Spinach Rueda, Dario Awika, Henry O. Bedre, Renesh Kandel, Devi R. Mandadi, Kranthi K. Crosby, Kevin Avila, Carlos A. Front Genet Genetics Ascorbic acid (AsA), or vitamin C, is an essential nutrient for humans. In plants, AsA functions as an antioxidant during normal metabolism or in response to stress. Spinach is a highly nutritious green leafy vegetable that is consumed fresh, cooked or as a part of other dishes. One current goal in spinach breeding programs is to enhance quality and nutritional content. However, little is known about the diversity of nutritional content present in spinach germplasm, especially for AsA content. In this study, a worldwide panel of 352 accessions was screened for AsA content showing that variability in spinach germplasm is high and could be utilized for cultivar improvement. In addition, a genome-wide association study for marker-trait association was performed using three models, and associated markers were searched in the genome for functional annotation analysis. The generalized linear model (GLM), the compressed mixed linear model (CMLM) based on population parameters previously determined (P3D) and the perMarker model together identified a total of 490 significant markers distributed across all six spinach chromosomes indicating the complex inheritance of the trait. The different association models identified unique and overlapping marker sets, where 27 markers were identified by all three models. Identified high AsA content accessions can be used as parental lines for trait introgression and to create segregating populations for further genetic analysis. Bioinformatic analysis indicated that identified markers can differentiate between high and low AsA content accessions and that, upon validation, these markers should be useful for breeding programs. Frontiers Media S.A. 2022-01-03 /pmc/articles/PMC8762172/ /pubmed/35046997 http://dx.doi.org/10.3389/fgene.2021.752313 Text en Copyright © 2022 Rueda, Awika, Bedre, Kandel, Mandadi, Crosby and Avila. https://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 | Genetics Rueda, Dario Awika, Henry O. Bedre, Renesh Kandel, Devi R. Mandadi, Kranthi K. Crosby, Kevin Avila, Carlos A. Phenotypic Diversity and Association Mapping of Ascorbic Acid Content in Spinach |
title | Phenotypic Diversity and Association Mapping of Ascorbic Acid Content in Spinach |
title_full | Phenotypic Diversity and Association Mapping of Ascorbic Acid Content in Spinach |
title_fullStr | Phenotypic Diversity and Association Mapping of Ascorbic Acid Content in Spinach |
title_full_unstemmed | Phenotypic Diversity and Association Mapping of Ascorbic Acid Content in Spinach |
title_short | Phenotypic Diversity and Association Mapping of Ascorbic Acid Content in Spinach |
title_sort | phenotypic diversity and association mapping of ascorbic acid content in spinach |
topic | Genetics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8762172/ https://www.ncbi.nlm.nih.gov/pubmed/35046997 http://dx.doi.org/10.3389/fgene.2021.752313 |
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