Molecular genetic diversity and population structure analyses of rutabaga accessions from Nordic countries as revealed by single nucleotide polymorphism markers

BACKGROUND: Rutabaga or swede (Brassica napus ssp. napobrassica (L.) Hanelt) varies in root and leaf shape and colour, flesh colour, foliage growth habits, maturity date, seed quality parameters, disease resistance and other traits. Despite these morphological differences, no in-depth molecular anal...

Full description

Bibliographic Details
Published in:BMC Genomics
Main Authors: Yu, Zhiyu, Fredua-Agyeman, Rudolph, Hwang, Sheau-Fang, Strelkov, Stephen E.
Format: Text
Language:English
Published: BioMed Central 2021
Subjects:
Online Access:http://www.ncbi.nlm.nih.gov/pmc/articles/PMC8199374/
http://www.ncbi.nlm.nih.gov/pubmed/34118867
https://doi.org/10.1186/s12864-021-07762-4
id ftpubmed:oai:pubmedcentral.nih.gov:8199374
record_format openpolar
spelling ftpubmed:oai:pubmedcentral.nih.gov:8199374 2023-05-15T16:47:29+02:00 Molecular genetic diversity and population structure analyses of rutabaga accessions from Nordic countries as revealed by single nucleotide polymorphism markers Yu, Zhiyu Fredua-Agyeman, Rudolph Hwang, Sheau-Fang Strelkov, Stephen E. 2021-06-12 http://www.ncbi.nlm.nih.gov/pmc/articles/PMC8199374/ http://www.ncbi.nlm.nih.gov/pubmed/34118867 https://doi.org/10.1186/s12864-021-07762-4 en eng BioMed Central http://www.ncbi.nlm.nih.gov/pmc/articles/PMC8199374/ http://www.ncbi.nlm.nih.gov/pubmed/34118867 http://dx.doi.org/10.1186/s12864-021-07762-4 © 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. CC0 PDM CC-BY BMC Genomics Research Text 2021 ftpubmed https://doi.org/10.1186/s12864-021-07762-4 2021-06-20T00:47:09Z BACKGROUND: Rutabaga or swede (Brassica napus ssp. napobrassica (L.) Hanelt) varies in root and leaf shape and colour, flesh colour, foliage growth habits, maturity date, seed quality parameters, disease resistance and other traits. Despite these morphological differences, no in-depth molecular analyses of genetic diversity have been conducted in this crop. Understanding this diversity is important for conservation and broadening the use of this resource. RESULTS: This study investigated the genetic diversity within and among 124 rutabaga accessions from five Nordic countries (Norway, Sweden, Finland, Denmark and Iceland) using a 15 K single nucleotide polymorphism (SNP) Brassica array. After excluding markers that did not amplify genomic DNA, monomorphic and low coverage site markers, the accessions were analyzedwith 6861 SNP markers. Allelic frequency statistics, including polymorphism information content (PIC), minor allele frequency (MAF) and mean expected heterozygosity ([Formula: see text] e) and population differentiation statistics such as Wright’s F-statistics (F(ST)) and analysis of molecular variance (AMOVA) indicated that the rutabaga accessions from Norway, Sweden, Finland and Denmark were not genetically different from each other. In contrast, accessions from these countries were significantly different from the accessions from Iceland (P < 0.05). Bayesian analysis with the software STRUCTURE placed 66.9% of the rutabaga accessions into three to four clusters, while the remaining 33.1% constituted admixtures. Three multivariate analyses: principal coordinate analysis (PCoA), the unweighted pair group method with arithmetic mean (UPGMA) and neighbour-joining (NJ) clustering methods grouped the 124 accessions into four to six subgroups. CONCLUSION: Overall, the correlation of the accessions with their geographic origin was very low, except for the accessions from Iceland. Thus, Icelandic rutabaga accessions can offer valuable germplasm for crop improvement. SUPPLEMENTARY INFORMATION: The online ... Text Iceland PubMed Central (PMC) Norway BMC Genomics 22 1
institution Open Polar
collection PubMed Central (PMC)
op_collection_id ftpubmed
language English
topic Research
spellingShingle Research
Yu, Zhiyu
Fredua-Agyeman, Rudolph
Hwang, Sheau-Fang
Strelkov, Stephen E.
Molecular genetic diversity and population structure analyses of rutabaga accessions from Nordic countries as revealed by single nucleotide polymorphism markers
topic_facet Research
description BACKGROUND: Rutabaga or swede (Brassica napus ssp. napobrassica (L.) Hanelt) varies in root and leaf shape and colour, flesh colour, foliage growth habits, maturity date, seed quality parameters, disease resistance and other traits. Despite these morphological differences, no in-depth molecular analyses of genetic diversity have been conducted in this crop. Understanding this diversity is important for conservation and broadening the use of this resource. RESULTS: This study investigated the genetic diversity within and among 124 rutabaga accessions from five Nordic countries (Norway, Sweden, Finland, Denmark and Iceland) using a 15 K single nucleotide polymorphism (SNP) Brassica array. After excluding markers that did not amplify genomic DNA, monomorphic and low coverage site markers, the accessions were analyzedwith 6861 SNP markers. Allelic frequency statistics, including polymorphism information content (PIC), minor allele frequency (MAF) and mean expected heterozygosity ([Formula: see text] e) and population differentiation statistics such as Wright’s F-statistics (F(ST)) and analysis of molecular variance (AMOVA) indicated that the rutabaga accessions from Norway, Sweden, Finland and Denmark were not genetically different from each other. In contrast, accessions from these countries were significantly different from the accessions from Iceland (P < 0.05). Bayesian analysis with the software STRUCTURE placed 66.9% of the rutabaga accessions into three to four clusters, while the remaining 33.1% constituted admixtures. Three multivariate analyses: principal coordinate analysis (PCoA), the unweighted pair group method with arithmetic mean (UPGMA) and neighbour-joining (NJ) clustering methods grouped the 124 accessions into four to six subgroups. CONCLUSION: Overall, the correlation of the accessions with their geographic origin was very low, except for the accessions from Iceland. Thus, Icelandic rutabaga accessions can offer valuable germplasm for crop improvement. SUPPLEMENTARY INFORMATION: The online ...
format Text
author Yu, Zhiyu
Fredua-Agyeman, Rudolph
Hwang, Sheau-Fang
Strelkov, Stephen E.
author_facet Yu, Zhiyu
Fredua-Agyeman, Rudolph
Hwang, Sheau-Fang
Strelkov, Stephen E.
author_sort Yu, Zhiyu
title Molecular genetic diversity and population structure analyses of rutabaga accessions from Nordic countries as revealed by single nucleotide polymorphism markers
title_short Molecular genetic diversity and population structure analyses of rutabaga accessions from Nordic countries as revealed by single nucleotide polymorphism markers
title_full Molecular genetic diversity and population structure analyses of rutabaga accessions from Nordic countries as revealed by single nucleotide polymorphism markers
title_fullStr Molecular genetic diversity and population structure analyses of rutabaga accessions from Nordic countries as revealed by single nucleotide polymorphism markers
title_full_unstemmed Molecular genetic diversity and population structure analyses of rutabaga accessions from Nordic countries as revealed by single nucleotide polymorphism markers
title_sort molecular genetic diversity and population structure analyses of rutabaga accessions from nordic countries as revealed by single nucleotide polymorphism markers
publisher BioMed Central
publishDate 2021
url http://www.ncbi.nlm.nih.gov/pmc/articles/PMC8199374/
http://www.ncbi.nlm.nih.gov/pubmed/34118867
https://doi.org/10.1186/s12864-021-07762-4
geographic Norway
geographic_facet Norway
genre Iceland
genre_facet Iceland
op_source BMC Genomics
op_relation http://www.ncbi.nlm.nih.gov/pmc/articles/PMC8199374/
http://www.ncbi.nlm.nih.gov/pubmed/34118867
http://dx.doi.org/10.1186/s12864-021-07762-4
op_rights © 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.
op_rightsnorm CC0
PDM
CC-BY
op_doi https://doi.org/10.1186/s12864-021-07762-4
container_title BMC Genomics
container_volume 22
container_issue 1
_version_ 1766037578986815488