Unraveling waterlogging tolerance-related traits with QTL analysis in reciprocal intervarietal introgression lines using genotyping by sequencing in rapeseed (Brassica napus L.)

Soil waterlogging is a major environmental stress that suppresses the growth and productivity of rapeseed (Brassica napus L.). Natural genetic variations in waterlogging tolerance (WT) were observed but no QTL mapping has been done for WT related traits in rapeseed. In this study, QTL associated wit...

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Main Authors: Xiao-yu DING, Jin-song XU, He HUANG, Xing QIAO, Ming-zhen SHEN, Yong CHENG, Xue-kun ZHANG
Format: Article
Language:English
Published: Elsevier 2020-08-01
Series:Journal of Integrative Agriculture
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2095311919627838
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spelling doaj-332cd6aacadf41b8b614c601dcd4cbc22021-06-08T04:41:51ZengElsevierJournal of Integrative Agriculture2095-31192020-08-0119819741983Unraveling waterlogging tolerance-related traits with QTL analysis in reciprocal intervarietal introgression lines using genotyping by sequencing in rapeseed (Brassica napus L.)Xiao-yu DING0Jin-song XU1He HUANG2Xing QIAO3Ming-zhen SHEN4Yong CHENG5Xue-kun ZHANG6Key Laboratory of Oil Crop Biology and Genetic Improvement, Ministry of Agriculture and Rural Affairs/Oil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan 430070, P.R.ChinaCorrespondence XU Jin-song; Key Laboratory of Oil Crop Biology and Genetic Improvement, Ministry of Agriculture and Rural Affairs/Oil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan 430070, P.R.ChinaKey Laboratory of Oil Crop Biology and Genetic Improvement, Ministry of Agriculture and Rural Affairs/Oil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan 430070, P.R.ChinaKey Laboratory of Oil Crop Biology and Genetic Improvement, Ministry of Agriculture and Rural Affairs/Oil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan 430070, P.R.ChinaKey Laboratory of Oil Crop Biology and Genetic Improvement, Ministry of Agriculture and Rural Affairs/Oil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan 430070, P.R.ChinaKey Laboratory of Oil Crop Biology and Genetic Improvement, Ministry of Agriculture and Rural Affairs/Oil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan 430070, P.R.ChinaKey Laboratory of Oil Crop Biology and Genetic Improvement, Ministry of Agriculture and Rural Affairs/Oil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan 430070, P.R.ChinaSoil waterlogging is a major environmental stress that suppresses the growth and productivity of rapeseed (Brassica napus L.). Natural genetic variations in waterlogging tolerance (WT) were observed but no QTL mapping has been done for WT related traits in rapeseed. In this study, QTL associated with three WT related traits including relative root length (RRL), relative hypocotyl length (RHL) and relative fresh weight (RFW) were dissected using a set of reciprocal introgression lines (ILs) derived from the cross GH01×ZS9, which showed significant difference in WT. Genotyping-by-sequencing (GBS) of the populations were performed, totally 1 468 and 1 450 binned SNPs were identified for GIL (GH01 as the recurrent parent) and ZIL (ZS9 as the recurrent parent) population, respectively. A total of 66 distinct QTLs for WT at the seedling establishment stage including 31 for RRL, 17 for RHL and 18 for RFW were detected. Among the 66 QTLs, 20 (29.4%) QTLs were detected in both genetic backgrounds and then they were integrated into six QTL clusters, which can be targeted in rapeseed breeding for improvement of WT through marker-assisted selection (MAS). Based on the physical positions of SNPs and the functional annotation of the Arabidopsis thaliana genome, 56 genes within the six QTL cluster regions were selected as preliminary candidate genes, then the resequencing and transcriptome information about parents were applied to narrow the extent of candidate genes. Twelve genes were determined as candidates for the six QTL clusters, some of them involved in RNA/protein degradation, most of them involved in oxidation-reduction process. These findings provided genetic resources, candidate genes to address the urgent demand of improving WT in rapeseed breeding.http://www.sciencedirect.com/science/article/pii/S2095311919627838Brassica napuscandidate genesmarker-assisted selectionquantitative trait loci mappingwaterlogging tolerance
collection DOAJ
language English
format Article
sources DOAJ
author Xiao-yu DING
Jin-song XU
He HUANG
Xing QIAO
Ming-zhen SHEN
Yong CHENG
Xue-kun ZHANG
spellingShingle Xiao-yu DING
Jin-song XU
He HUANG
Xing QIAO
Ming-zhen SHEN
Yong CHENG
Xue-kun ZHANG
Unraveling waterlogging tolerance-related traits with QTL analysis in reciprocal intervarietal introgression lines using genotyping by sequencing in rapeseed (Brassica napus L.)
Journal of Integrative Agriculture
Brassica napus
candidate genes
marker-assisted selection
quantitative trait loci mapping
waterlogging tolerance
author_facet Xiao-yu DING
Jin-song XU
He HUANG
Xing QIAO
Ming-zhen SHEN
Yong CHENG
Xue-kun ZHANG
author_sort Xiao-yu DING
title Unraveling waterlogging tolerance-related traits with QTL analysis in reciprocal intervarietal introgression lines using genotyping by sequencing in rapeseed (Brassica napus L.)
title_short Unraveling waterlogging tolerance-related traits with QTL analysis in reciprocal intervarietal introgression lines using genotyping by sequencing in rapeseed (Brassica napus L.)
title_full Unraveling waterlogging tolerance-related traits with QTL analysis in reciprocal intervarietal introgression lines using genotyping by sequencing in rapeseed (Brassica napus L.)
title_fullStr Unraveling waterlogging tolerance-related traits with QTL analysis in reciprocal intervarietal introgression lines using genotyping by sequencing in rapeseed (Brassica napus L.)
title_full_unstemmed Unraveling waterlogging tolerance-related traits with QTL analysis in reciprocal intervarietal introgression lines using genotyping by sequencing in rapeseed (Brassica napus L.)
title_sort unraveling waterlogging tolerance-related traits with qtl analysis in reciprocal intervarietal introgression lines using genotyping by sequencing in rapeseed (brassica napus l.)
publisher Elsevier
series Journal of Integrative Agriculture
issn 2095-3119
publishDate 2020-08-01
description Soil waterlogging is a major environmental stress that suppresses the growth and productivity of rapeseed (Brassica napus L.). Natural genetic variations in waterlogging tolerance (WT) were observed but no QTL mapping has been done for WT related traits in rapeseed. In this study, QTL associated with three WT related traits including relative root length (RRL), relative hypocotyl length (RHL) and relative fresh weight (RFW) were dissected using a set of reciprocal introgression lines (ILs) derived from the cross GH01×ZS9, which showed significant difference in WT. Genotyping-by-sequencing (GBS) of the populations were performed, totally 1 468 and 1 450 binned SNPs were identified for GIL (GH01 as the recurrent parent) and ZIL (ZS9 as the recurrent parent) population, respectively. A total of 66 distinct QTLs for WT at the seedling establishment stage including 31 for RRL, 17 for RHL and 18 for RFW were detected. Among the 66 QTLs, 20 (29.4%) QTLs were detected in both genetic backgrounds and then they were integrated into six QTL clusters, which can be targeted in rapeseed breeding for improvement of WT through marker-assisted selection (MAS). Based on the physical positions of SNPs and the functional annotation of the Arabidopsis thaliana genome, 56 genes within the six QTL cluster regions were selected as preliminary candidate genes, then the resequencing and transcriptome information about parents were applied to narrow the extent of candidate genes. Twelve genes were determined as candidates for the six QTL clusters, some of them involved in RNA/protein degradation, most of them involved in oxidation-reduction process. These findings provided genetic resources, candidate genes to address the urgent demand of improving WT in rapeseed breeding.
topic Brassica napus
candidate genes
marker-assisted selection
quantitative trait loci mapping
waterlogging tolerance
url http://www.sciencedirect.com/science/article/pii/S2095311919627838
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