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

Abstract 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 molec...

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Published in:BMC Genomics
Main Authors: Yu, Zhiyu, Fredua-Agyeman, Rudolph, Hwang, Sheau-Fang, Strelkov, Stephen E.
Format: Article in Journal/Newspaper
Language:English
Published: Springer Science and Business Media LLC 2021
Subjects:
Online Access:http://dx.doi.org/10.1186/s12864-021-07762-4
https://link.springer.com/content/pdf/10.1186/s12864-021-07762-4.pdf
https://link.springer.com/article/10.1186/s12864-021-07762-4/fulltext.html
id crspringernat:10.1186/s12864-021-07762-4
record_format openpolar
spelling crspringernat:10.1186/s12864-021-07762-4 2023-05-15T16:47:33+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 http://dx.doi.org/10.1186/s12864-021-07762-4 https://link.springer.com/content/pdf/10.1186/s12864-021-07762-4.pdf https://link.springer.com/article/10.1186/s12864-021-07762-4/fulltext.html en eng Springer Science and Business Media LLC https://creativecommons.org/licenses/by/4.0 https://creativecommons.org/licenses/by/4.0 CC-BY BMC Genomics volume 22, issue 1 ISSN 1471-2164 Genetics Biotechnology journal-article 2021 crspringernat https://doi.org/10.1186/s12864-021-07762-4 2022-01-04T15:07:16Z Abstract 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 ( $$ \overline{H} $$ H ¯ 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. Article in Journal/Newspaper Iceland Springer Nature (via Crossref) Norway BMC Genomics 22 1
institution Open Polar
collection Springer Nature (via Crossref)
op_collection_id crspringernat
language English
topic Genetics
Biotechnology
spellingShingle Genetics
Biotechnology
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 Genetics
Biotechnology
description Abstract 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 ( $$ \overline{H} $$ H ¯ 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.
format Article in Journal/Newspaper
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 Springer Science and Business Media LLC
publishDate 2021
url http://dx.doi.org/10.1186/s12864-021-07762-4
https://link.springer.com/content/pdf/10.1186/s12864-021-07762-4.pdf
https://link.springer.com/article/10.1186/s12864-021-07762-4/fulltext.html
geographic Norway
geographic_facet Norway
genre Iceland
genre_facet Iceland
op_source BMC Genomics
volume 22, issue 1
ISSN 1471-2164
op_rights https://creativecommons.org/licenses/by/4.0
https://creativecommons.org/licenses/by/4.0
op_rightsnorm CC-BY
op_doi https://doi.org/10.1186/s12864-021-07762-4
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