Cargando…

Mapping freezing tolerance QTL in alfalfa: based on indoor phenotyping

BACKGROUND: Winter freezing temperature impacts alfalfa (Medicago sativa L.) persistence and seasonal yield and can lead to the death of the plant. Understanding the genetic mechanisms of alfalfa freezing tolerance (FT) using high-throughput phenotyping and genotyping is crucial to select suitable g...

Descripción completa

Detalles Bibliográficos
Autores principales: Adhikari, Laxman, Makaju, Shiva O., Lindstrom, Orville M., Missaoui, Ali M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8419964/
https://www.ncbi.nlm.nih.gov/pubmed/34488630
http://dx.doi.org/10.1186/s12870-021-03182-4
_version_ 1783748864408289280
author Adhikari, Laxman
Makaju, Shiva O.
Lindstrom, Orville M.
Missaoui, Ali M.
author_facet Adhikari, Laxman
Makaju, Shiva O.
Lindstrom, Orville M.
Missaoui, Ali M.
author_sort Adhikari, Laxman
collection PubMed
description BACKGROUND: Winter freezing temperature impacts alfalfa (Medicago sativa L.) persistence and seasonal yield and can lead to the death of the plant. Understanding the genetic mechanisms of alfalfa freezing tolerance (FT) using high-throughput phenotyping and genotyping is crucial to select suitable germplasm and develop winter-hardy cultivars. Several clones of an alfalfa F(1) mapping population (3010 x CW 1010) were tested for FT using a cold chamber. The population was genotyped with SNP markers identified using genotyping-by-sequencing (GBS) and the quantitative trait loci (QTL) associated with FT were mapped on the parent-specific linkage maps. The ultimate goal is to develop non-dormant and winter-hardy alfalfa cultivars that can produce extended growth in the areas where winters are often mild. RESULTS: Alfalfa FT screening method optimized in this experiment comprises three major steps: clone preparation, acclimation, and freezing test. Twenty clones of each genotype were tested, where 10 samples were treated with freezing temperature, and 10 were used as controls. A moderate positive correlation (r ~ 0.36, P < 0.01) was observed between indoor FT and field-based winter hardiness (WH), suggesting that the indoor FT test is a useful indirect selection method for winter hardiness of alfalfa germplasm. We detected a total of 20 QTL associated with four traits; nine for visual rating-based FT, five for percentage survival (PS), four for treated to control regrowth ratio (RR), and two for treated to control biomass ratio (BR). Some QTL positions overlapped with WH QTL reported previously, suggesting a genetic relationship between FT and WH. Some favorable QTL from the winter-hardy parent (3010) were from the potential genic region for a cold tolerance gene CBF. The BLAST alignment of a CBF sequence of M. truncatula, a close relative of alfalfa, against the alfalfa reference showed that the gene’s ortholog resides around 75 Mb on chromosome 6. CONCLUSIONS: The indoor freezing tolerance selection method reported is useful for alfalfa breeders to accelerate breeding cycles through indirect selection. The QTL and associated markers add to the genomic resources for the research community and can be used in marker-assisted selection (MAS) for alfalfa cold tolerance improvement. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12870-021-03182-4.
format Online
Article
Text
id pubmed-8419964
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-84199642021-09-09 Mapping freezing tolerance QTL in alfalfa: based on indoor phenotyping Adhikari, Laxman Makaju, Shiva O. Lindstrom, Orville M. Missaoui, Ali M. BMC Plant Biol Research Article BACKGROUND: Winter freezing temperature impacts alfalfa (Medicago sativa L.) persistence and seasonal yield and can lead to the death of the plant. Understanding the genetic mechanisms of alfalfa freezing tolerance (FT) using high-throughput phenotyping and genotyping is crucial to select suitable germplasm and develop winter-hardy cultivars. Several clones of an alfalfa F(1) mapping population (3010 x CW 1010) were tested for FT using a cold chamber. The population was genotyped with SNP markers identified using genotyping-by-sequencing (GBS) and the quantitative trait loci (QTL) associated with FT were mapped on the parent-specific linkage maps. The ultimate goal is to develop non-dormant and winter-hardy alfalfa cultivars that can produce extended growth in the areas where winters are often mild. RESULTS: Alfalfa FT screening method optimized in this experiment comprises three major steps: clone preparation, acclimation, and freezing test. Twenty clones of each genotype were tested, where 10 samples were treated with freezing temperature, and 10 were used as controls. A moderate positive correlation (r ~ 0.36, P < 0.01) was observed between indoor FT and field-based winter hardiness (WH), suggesting that the indoor FT test is a useful indirect selection method for winter hardiness of alfalfa germplasm. We detected a total of 20 QTL associated with four traits; nine for visual rating-based FT, five for percentage survival (PS), four for treated to control regrowth ratio (RR), and two for treated to control biomass ratio (BR). Some QTL positions overlapped with WH QTL reported previously, suggesting a genetic relationship between FT and WH. Some favorable QTL from the winter-hardy parent (3010) were from the potential genic region for a cold tolerance gene CBF. The BLAST alignment of a CBF sequence of M. truncatula, a close relative of alfalfa, against the alfalfa reference showed that the gene’s ortholog resides around 75 Mb on chromosome 6. CONCLUSIONS: The indoor freezing tolerance selection method reported is useful for alfalfa breeders to accelerate breeding cycles through indirect selection. The QTL and associated markers add to the genomic resources for the research community and can be used in marker-assisted selection (MAS) for alfalfa cold tolerance improvement. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12870-021-03182-4. BioMed Central 2021-09-06 /pmc/articles/PMC8419964/ /pubmed/34488630 http://dx.doi.org/10.1186/s12870-021-03182-4 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research Article
Adhikari, Laxman
Makaju, Shiva O.
Lindstrom, Orville M.
Missaoui, Ali M.
Mapping freezing tolerance QTL in alfalfa: based on indoor phenotyping
title Mapping freezing tolerance QTL in alfalfa: based on indoor phenotyping
title_full Mapping freezing tolerance QTL in alfalfa: based on indoor phenotyping
title_fullStr Mapping freezing tolerance QTL in alfalfa: based on indoor phenotyping
title_full_unstemmed Mapping freezing tolerance QTL in alfalfa: based on indoor phenotyping
title_short Mapping freezing tolerance QTL in alfalfa: based on indoor phenotyping
title_sort mapping freezing tolerance qtl in alfalfa: based on indoor phenotyping
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8419964/
https://www.ncbi.nlm.nih.gov/pubmed/34488630
http://dx.doi.org/10.1186/s12870-021-03182-4
work_keys_str_mv AT adhikarilaxman mappingfreezingtoleranceqtlinalfalfabasedonindoorphenotyping
AT makajushivao mappingfreezingtoleranceqtlinalfalfabasedonindoorphenotyping
AT lindstromorvillem mappingfreezingtoleranceqtlinalfalfabasedonindoorphenotyping
AT missaouialim mappingfreezingtoleranceqtlinalfalfabasedonindoorphenotyping