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SNP Alleles Associated With Low Bolting Tendency in Sugar Beet
The identification of efficient molecular markers related to low bolting tendency is a priority in sugar beet (Beta vulgaris L.) breeding. This study aimed to identify SNP markers associated with low bolting tendency by establishing a genome-wide association study. An elaborate 3-year field trial co...
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/PMC8311237/ https://www.ncbi.nlm.nih.gov/pubmed/34322145 http://dx.doi.org/10.3389/fpls.2021.693285 |
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author | Ravi, Samathmika Campagna, Giovanni Della Lucia, Maria Cristina Broccanello, Chiara Bertoldo, Giovanni Chiodi, Claudia Maretto, Laura Moro, Matteo Eslami, Azam Sadat Srinivasan, Subhashini Squartini, Andrea Concheri, Giuseppe Stevanato, Piergiorgio |
author_facet | Ravi, Samathmika Campagna, Giovanni Della Lucia, Maria Cristina Broccanello, Chiara Bertoldo, Giovanni Chiodi, Claudia Maretto, Laura Moro, Matteo Eslami, Azam Sadat Srinivasan, Subhashini Squartini, Andrea Concheri, Giuseppe Stevanato, Piergiorgio |
author_sort | Ravi, Samathmika |
collection | PubMed |
description | The identification of efficient molecular markers related to low bolting tendency is a priority in sugar beet (Beta vulgaris L.) breeding. This study aimed to identify SNP markers associated with low bolting tendency by establishing a genome-wide association study. An elaborate 3-year field trial comprising 13 sugar beet lines identified L14 as the one exhibiting the lowest bolting tendency along with an increased survival rate after autumnal sowing. For SNP discovery following phenotyping, contrasting phenotypes of 24 non-bolting and 15 bolting plants of the L14 line were sequenced by restriction site-associated DNA sequencing (RAD-seq). An association model was established with a set of 10,924 RAD-based single nucleotide polymorphism (SNP) markers. The allelic status of the most significantly associated SNPs ranked based on their differential allelic status between contrasting phenotypes (p < 0.01) was confirmed on three different validation datasets comprising diverse sugar beet lines and varieties adopting a range of SNP detection technologies. This study has led to the identification of SNP_36780842 and SNP_48607347 linked to low bolting tendency and can be used for marker-assisted breeding and selection in sugar beet. |
format | Online Article Text |
id | pubmed-8311237 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-83112372021-07-27 SNP Alleles Associated With Low Bolting Tendency in Sugar Beet Ravi, Samathmika Campagna, Giovanni Della Lucia, Maria Cristina Broccanello, Chiara Bertoldo, Giovanni Chiodi, Claudia Maretto, Laura Moro, Matteo Eslami, Azam Sadat Srinivasan, Subhashini Squartini, Andrea Concheri, Giuseppe Stevanato, Piergiorgio Front Plant Sci Plant Science The identification of efficient molecular markers related to low bolting tendency is a priority in sugar beet (Beta vulgaris L.) breeding. This study aimed to identify SNP markers associated with low bolting tendency by establishing a genome-wide association study. An elaborate 3-year field trial comprising 13 sugar beet lines identified L14 as the one exhibiting the lowest bolting tendency along with an increased survival rate after autumnal sowing. For SNP discovery following phenotyping, contrasting phenotypes of 24 non-bolting and 15 bolting plants of the L14 line were sequenced by restriction site-associated DNA sequencing (RAD-seq). An association model was established with a set of 10,924 RAD-based single nucleotide polymorphism (SNP) markers. The allelic status of the most significantly associated SNPs ranked based on their differential allelic status between contrasting phenotypes (p < 0.01) was confirmed on three different validation datasets comprising diverse sugar beet lines and varieties adopting a range of SNP detection technologies. This study has led to the identification of SNP_36780842 and SNP_48607347 linked to low bolting tendency and can be used for marker-assisted breeding and selection in sugar beet. Frontiers Media S.A. 2021-07-12 /pmc/articles/PMC8311237/ /pubmed/34322145 http://dx.doi.org/10.3389/fpls.2021.693285 Text en Copyright © 2021 Ravi, Campagna, Della Lucia, Broccanello, Bertoldo, Chiodi, Maretto, Moro, Eslami, Srinivasan, Squartini, Concheri and Stevanato. 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 | Plant Science Ravi, Samathmika Campagna, Giovanni Della Lucia, Maria Cristina Broccanello, Chiara Bertoldo, Giovanni Chiodi, Claudia Maretto, Laura Moro, Matteo Eslami, Azam Sadat Srinivasan, Subhashini Squartini, Andrea Concheri, Giuseppe Stevanato, Piergiorgio SNP Alleles Associated With Low Bolting Tendency in Sugar Beet |
title | SNP Alleles Associated With Low Bolting Tendency in Sugar Beet |
title_full | SNP Alleles Associated With Low Bolting Tendency in Sugar Beet |
title_fullStr | SNP Alleles Associated With Low Bolting Tendency in Sugar Beet |
title_full_unstemmed | SNP Alleles Associated With Low Bolting Tendency in Sugar Beet |
title_short | SNP Alleles Associated With Low Bolting Tendency in Sugar Beet |
title_sort | snp alleles associated with low bolting tendency in sugar beet |
topic | Plant Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8311237/ https://www.ncbi.nlm.nih.gov/pubmed/34322145 http://dx.doi.org/10.3389/fpls.2021.693285 |
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