Fine mapping of the major QTLs for biochemical variation of sulforaphane in broccoli florets using a DH population

Abstract Glucoraphanin is a major secondary metabolite found in Brassicaceae vegetables, especially broccoli, and its degradation product sulforaphane plays an essential role in anticancer. The fine mapping of sulforaphane metabolism quantitative trait loci (QTLs) in broccoli florets is necessary fo...

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Main Authors: Zhansheng Li, Yumei Liu, Suxia Yuan, Fengqing Han, Zhiyuan Fang, Limei Yang, Mu Zhuang, Yangyong Zhang, Honghao Lv, Yong Wang, Jialei Ji
Format: Article
Language:English
Published: Nature Publishing Group 2021-04-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-88652-3
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spelling doaj-ec66e8092a7a4f0db1f6ac1cdc4885612021-05-02T11:36:13ZengNature Publishing GroupScientific Reports2045-23222021-04-0111111110.1038/s41598-021-88652-3Fine mapping of the major QTLs for biochemical variation of sulforaphane in broccoli florets using a DH populationZhansheng Li0Yumei Liu1Suxia Yuan2Fengqing Han3Zhiyuan Fang4Limei Yang5Mu Zhuang6Yangyong Zhang7Honghao Lv8Yong Wang9Jialei Ji10Key Laboratory of Biology and Genetic Improvement of Horticultural Crops, Ministry of Agriculture, Institute of Vegetables and Flowers, Chinese Academy of Agricultural SciencesKey Laboratory of Biology and Genetic Improvement of Horticultural Crops, Ministry of Agriculture, Institute of Vegetables and Flowers, Chinese Academy of Agricultural SciencesKey Laboratory of Biology and Genetic Improvement of Horticultural Crops, Ministry of Agriculture, Institute of Vegetables and Flowers, Chinese Academy of Agricultural SciencesKey Laboratory of Biology and Genetic Improvement of Horticultural Crops, Ministry of Agriculture, Institute of Vegetables and Flowers, Chinese Academy of Agricultural SciencesKey Laboratory of Biology and Genetic Improvement of Horticultural Crops, Ministry of Agriculture, Institute of Vegetables and Flowers, Chinese Academy of Agricultural SciencesKey Laboratory of Biology and Genetic Improvement of Horticultural Crops, Ministry of Agriculture, Institute of Vegetables and Flowers, Chinese Academy of Agricultural SciencesKey Laboratory of Biology and Genetic Improvement of Horticultural Crops, Ministry of Agriculture, Institute of Vegetables and Flowers, Chinese Academy of Agricultural SciencesKey Laboratory of Biology and Genetic Improvement of Horticultural Crops, Ministry of Agriculture, Institute of Vegetables and Flowers, Chinese Academy of Agricultural SciencesKey Laboratory of Biology and Genetic Improvement of Horticultural Crops, Ministry of Agriculture, Institute of Vegetables and Flowers, Chinese Academy of Agricultural SciencesKey Laboratory of Biology and Genetic Improvement of Horticultural Crops, Ministry of Agriculture, Institute of Vegetables and Flowers, Chinese Academy of Agricultural SciencesKey Laboratory of Biology and Genetic Improvement of Horticultural Crops, Ministry of Agriculture, Institute of Vegetables and Flowers, Chinese Academy of Agricultural SciencesAbstract Glucoraphanin is a major secondary metabolite found in Brassicaceae vegetables, especially broccoli, and its degradation product sulforaphane plays an essential role in anticancer. The fine mapping of sulforaphane metabolism quantitative trait loci (QTLs) in broccoli florets is necessary for future marker-assisted selection strategies. In this study, we utilized a doubled haploid population consisting of 176 lines derived from two inbred lines (86,101 and 90,196) with significant differences in sulforaphane content, coupled with extensive genotypic and phenotypic data from two independent environments. A linkage map consisting of 438 simple sequence repeats markers was constructed, covering a length of 1168.26 cM. A total of 18 QTLs for sulforaphane metabolism in broccoli florets were detected, 10 were detected in 2017, and the other 8 were detected in 2018. The LOD values of all QTLs ranged from 3.06 to 14.47, explaining 1.74–7.03% of the biochemical variation between two years. Finally, 6 QTLs (qSF-C3-1, qSF-C3-2, qSF-C3-3, qSF-C3-5, qSF-C3-6 and qSF-C7) were stably detected in more than one environment, each accounting for 4.54–7.03% of the phenotypic variation explained (PVE) and a total of 30.88–34.86% of PVE. Our study provides new insights into sulforaphane metabolism in broccoli florets and marker-assisted selection breeding in Brassica oleracea crops.https://doi.org/10.1038/s41598-021-88652-3
collection DOAJ
language English
format Article
sources DOAJ
author Zhansheng Li
Yumei Liu
Suxia Yuan
Fengqing Han
Zhiyuan Fang
Limei Yang
Mu Zhuang
Yangyong Zhang
Honghao Lv
Yong Wang
Jialei Ji
spellingShingle Zhansheng Li
Yumei Liu
Suxia Yuan
Fengqing Han
Zhiyuan Fang
Limei Yang
Mu Zhuang
Yangyong Zhang
Honghao Lv
Yong Wang
Jialei Ji
Fine mapping of the major QTLs for biochemical variation of sulforaphane in broccoli florets using a DH population
Scientific Reports
author_facet Zhansheng Li
Yumei Liu
Suxia Yuan
Fengqing Han
Zhiyuan Fang
Limei Yang
Mu Zhuang
Yangyong Zhang
Honghao Lv
Yong Wang
Jialei Ji
author_sort Zhansheng Li
title Fine mapping of the major QTLs for biochemical variation of sulforaphane in broccoli florets using a DH population
title_short Fine mapping of the major QTLs for biochemical variation of sulforaphane in broccoli florets using a DH population
title_full Fine mapping of the major QTLs for biochemical variation of sulforaphane in broccoli florets using a DH population
title_fullStr Fine mapping of the major QTLs for biochemical variation of sulforaphane in broccoli florets using a DH population
title_full_unstemmed Fine mapping of the major QTLs for biochemical variation of sulforaphane in broccoli florets using a DH population
title_sort fine mapping of the major qtls for biochemical variation of sulforaphane in broccoli florets using a dh population
publisher Nature Publishing Group
series Scientific Reports
issn 2045-2322
publishDate 2021-04-01
description Abstract Glucoraphanin is a major secondary metabolite found in Brassicaceae vegetables, especially broccoli, and its degradation product sulforaphane plays an essential role in anticancer. The fine mapping of sulforaphane metabolism quantitative trait loci (QTLs) in broccoli florets is necessary for future marker-assisted selection strategies. In this study, we utilized a doubled haploid population consisting of 176 lines derived from two inbred lines (86,101 and 90,196) with significant differences in sulforaphane content, coupled with extensive genotypic and phenotypic data from two independent environments. A linkage map consisting of 438 simple sequence repeats markers was constructed, covering a length of 1168.26 cM. A total of 18 QTLs for sulforaphane metabolism in broccoli florets were detected, 10 were detected in 2017, and the other 8 were detected in 2018. The LOD values of all QTLs ranged from 3.06 to 14.47, explaining 1.74–7.03% of the biochemical variation between two years. Finally, 6 QTLs (qSF-C3-1, qSF-C3-2, qSF-C3-3, qSF-C3-5, qSF-C3-6 and qSF-C7) were stably detected in more than one environment, each accounting for 4.54–7.03% of the phenotypic variation explained (PVE) and a total of 30.88–34.86% of PVE. Our study provides new insights into sulforaphane metabolism in broccoli florets and marker-assisted selection breeding in Brassica oleracea crops.
url https://doi.org/10.1038/s41598-021-88652-3
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