Genome-Wide Mapping of Loci Associated With Resistance to Clubroot in Brassica napus ssp. napobrassica (Rutabaga) Accessions From Nordic Countries

Rutabaga [Brassica napus ssp. napobrassica (L.) Hanelt] is reported to be an excellent source of clubroot (Plasmodiophora brassicae) resistance genes. In this study, 124 rutabaga accessions from the Nordic countries (Norway, Sweden, Finland, Denmark, and Iceland) were evaluated for their reaction to...

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Published in:Frontiers in Plant Science
Main Authors: Rudolph Fredua-Agyeman, Zhiyu Yu, Sheau-Fang Hwang, Stephen E. Strelkov
Format: Article in Journal/Newspaper
Language:English
Published: Frontiers Media S.A. 2020
Subjects:
Online Access:https://doi.org/10.3389/fpls.2020.00742
https://doaj.org/article/bac14da85e06402fa53360eecbee0a00
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spelling ftdoajarticles:oai:doaj.org/article:bac14da85e06402fa53360eecbee0a00 2023-05-15T16:51:55+02:00 Genome-Wide Mapping of Loci Associated With Resistance to Clubroot in Brassica napus ssp. napobrassica (Rutabaga) Accessions From Nordic Countries Rudolph Fredua-Agyeman Zhiyu Yu Sheau-Fang Hwang Stephen E. Strelkov 2020-06-01T00:00:00Z https://doi.org/10.3389/fpls.2020.00742 https://doaj.org/article/bac14da85e06402fa53360eecbee0a00 EN eng Frontiers Media S.A. https://www.frontiersin.org/article/10.3389/fpls.2020.00742/full https://doaj.org/toc/1664-462X 1664-462X doi:10.3389/fpls.2020.00742 https://doaj.org/article/bac14da85e06402fa53360eecbee0a00 Frontiers in Plant Science, Vol 11 (2020) rutabaga marker-clubroot association Plasmodiophora brassicae pathotypes genomic hotspot Plant culture SB1-1110 article 2020 ftdoajarticles https://doi.org/10.3389/fpls.2020.00742 2022-12-30T21:04:15Z Rutabaga [Brassica napus ssp. napobrassica (L.) Hanelt] is reported to be an excellent source of clubroot (Plasmodiophora brassicae) resistance genes. In this study, 124 rutabaga accessions from the Nordic countries (Norway, Sweden, Finland, Denmark, and Iceland) were evaluated for their reaction to five single-spore isolates representing P. brassicae pathotypes 2F, 3H, 5I, 6M, and 8N and 12 field isolates representing pathotypes 2B, 3A, 3O, 5C, 5G, 5K, 5L, 5X (two isolates, L-G2 and L-G3), 8E, 8J, and 8P. The accessions were also genotyped using a 15K Brassica SNP array and 60 PCR-based primers linked to previously identified clubroot resistance genes. Six thousand eight hundred sixty-one SNP markers were retained after filtering with TASSEL 5.0, and used to evaluate four general linear models (GLM) and four mixed linear models (MLM). The PCA + K and Q + K MLM models gave the minimal deviance of the observed from the expected distribution in quantile-quantile plots, and hence were used for SNP-clubroot association analyses. In addition, 108 alleles derived from the PCR-based markers and the phenotypic data were analyzed with the PCA + K model. Forty-five SNPs and four PCR-based markers were identified to be associated strongly with resistance to isolates representing 13 pathotypes (2F, 3H, 5I, 6M, 8N, 2B, 3A, 3O, 5C, 5G, 5K, 5L, and 8P). These markers revealed the top and bottom segments of rutabaga chromosome A03 and the middle segment of chromosome A08 as genomic hotspots associated with resistance to the different P. brassicae pathotypes. Article in Journal/Newspaper Iceland Directory of Open Access Journals: DOAJ Articles Norway Frontiers in Plant Science 11
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic rutabaga
marker-clubroot association
Plasmodiophora brassicae
pathotypes
genomic hotspot
Plant culture
SB1-1110
spellingShingle rutabaga
marker-clubroot association
Plasmodiophora brassicae
pathotypes
genomic hotspot
Plant culture
SB1-1110
Rudolph Fredua-Agyeman
Zhiyu Yu
Sheau-Fang Hwang
Stephen E. Strelkov
Genome-Wide Mapping of Loci Associated With Resistance to Clubroot in Brassica napus ssp. napobrassica (Rutabaga) Accessions From Nordic Countries
topic_facet rutabaga
marker-clubroot association
Plasmodiophora brassicae
pathotypes
genomic hotspot
Plant culture
SB1-1110
description Rutabaga [Brassica napus ssp. napobrassica (L.) Hanelt] is reported to be an excellent source of clubroot (Plasmodiophora brassicae) resistance genes. In this study, 124 rutabaga accessions from the Nordic countries (Norway, Sweden, Finland, Denmark, and Iceland) were evaluated for their reaction to five single-spore isolates representing P. brassicae pathotypes 2F, 3H, 5I, 6M, and 8N and 12 field isolates representing pathotypes 2B, 3A, 3O, 5C, 5G, 5K, 5L, 5X (two isolates, L-G2 and L-G3), 8E, 8J, and 8P. The accessions were also genotyped using a 15K Brassica SNP array and 60 PCR-based primers linked to previously identified clubroot resistance genes. Six thousand eight hundred sixty-one SNP markers were retained after filtering with TASSEL 5.0, and used to evaluate four general linear models (GLM) and four mixed linear models (MLM). The PCA + K and Q + K MLM models gave the minimal deviance of the observed from the expected distribution in quantile-quantile plots, and hence were used for SNP-clubroot association analyses. In addition, 108 alleles derived from the PCR-based markers and the phenotypic data were analyzed with the PCA + K model. Forty-five SNPs and four PCR-based markers were identified to be associated strongly with resistance to isolates representing 13 pathotypes (2F, 3H, 5I, 6M, 8N, 2B, 3A, 3O, 5C, 5G, 5K, 5L, and 8P). These markers revealed the top and bottom segments of rutabaga chromosome A03 and the middle segment of chromosome A08 as genomic hotspots associated with resistance to the different P. brassicae pathotypes.
format Article in Journal/Newspaper
author Rudolph Fredua-Agyeman
Zhiyu Yu
Sheau-Fang Hwang
Stephen E. Strelkov
author_facet Rudolph Fredua-Agyeman
Zhiyu Yu
Sheau-Fang Hwang
Stephen E. Strelkov
author_sort Rudolph Fredua-Agyeman
title Genome-Wide Mapping of Loci Associated With Resistance to Clubroot in Brassica napus ssp. napobrassica (Rutabaga) Accessions From Nordic Countries
title_short Genome-Wide Mapping of Loci Associated With Resistance to Clubroot in Brassica napus ssp. napobrassica (Rutabaga) Accessions From Nordic Countries
title_full Genome-Wide Mapping of Loci Associated With Resistance to Clubroot in Brassica napus ssp. napobrassica (Rutabaga) Accessions From Nordic Countries
title_fullStr Genome-Wide Mapping of Loci Associated With Resistance to Clubroot in Brassica napus ssp. napobrassica (Rutabaga) Accessions From Nordic Countries
title_full_unstemmed Genome-Wide Mapping of Loci Associated With Resistance to Clubroot in Brassica napus ssp. napobrassica (Rutabaga) Accessions From Nordic Countries
title_sort genome-wide mapping of loci associated with resistance to clubroot in brassica napus ssp. napobrassica (rutabaga) accessions from nordic countries
publisher Frontiers Media S.A.
publishDate 2020
url https://doi.org/10.3389/fpls.2020.00742
https://doaj.org/article/bac14da85e06402fa53360eecbee0a00
geographic Norway
geographic_facet Norway
genre Iceland
genre_facet Iceland
op_source Frontiers in Plant Science, Vol 11 (2020)
op_relation https://www.frontiersin.org/article/10.3389/fpls.2020.00742/full
https://doaj.org/toc/1664-462X
1664-462X
doi:10.3389/fpls.2020.00742
https://doaj.org/article/bac14da85e06402fa53360eecbee0a00
op_doi https://doi.org/10.3389/fpls.2020.00742
container_title Frontiers in Plant Science
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