Genetic mapping high protein content QTL from soybean ‘Nanxiadou 25’ and candidate gene analysis
Abstract Background Soybean is a globally important legume crop that provides a primary source of high-quality vegetable protein and oil. Seed protein content (SPC) is a valuable quality trait controlled by multiple genes in soybean. Results In this study, we performed quantitative trait loci (QTL)...
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doaj-3a4b1f24fcb140ec81523829372dba032021-08-22T11:10:27ZengBMCBMC Plant Biology1471-22292021-08-0121111310.1186/s12870-021-03176-2Genetic mapping high protein content QTL from soybean ‘Nanxiadou 25’ and candidate gene analysisJia Wang0Lin Mao1Zhaoqiong Zeng2Xiaobo Yu3Jianqiu Lian4Jun Feng5Wenying Yang6Jiangang An7Haiying Wu8Mingrong Zhang9Liezhao Liu10Nanchong Academy of Agricultural SciencesSouthwest UniversityNanchong Academy of Agricultural SciencesNanchong Academy of Agricultural SciencesNanchong Academy of Agricultural SciencesNanchong Academy of Agricultural SciencesNanchong Academy of Agricultural SciencesNanchong Academy of Agricultural SciencesNanchong Academy of Agricultural SciencesNanchong Academy of Agricultural SciencesSouthwest UniversityAbstract Background Soybean is a globally important legume crop that provides a primary source of high-quality vegetable protein and oil. Seed protein content (SPC) is a valuable quality trait controlled by multiple genes in soybean. Results In this study, we performed quantitative trait loci (QTL) mapping, QTL-seq, and RNA sequencing (RNA-seq) to reveal the genes controlling protein content in the soybean by using the high protein content variety Nanxiadou 25. A total of 50 QTL for SPC distributed on 14 chromosomes except chromosomes 4, 12, 14, 17, 18, and 19 were identified by QTL mapping using 178 recombinant inbred lines (RILs). Among these QTL, the major QTL qSPC_20–1 and qSPC_20–2 on chromosome 20 were repeatedly detected across six tested environments, corresponding to the location of the major QTL detected using whole-genome sequencing-based QTL-seq. 329 candidate DEGs were obtained within the QTL region of qSPC_20–1 and qSPC_20–2 via gene expression profile analysis. Nine of which were associated with SPC, potentially representing candidate genes. Clone sequencing results showed that different single nucleotide polymorphisms (SNPs) and indels between high and low protein genotypes in Glyma.20G088000 and Glyma.16G066600 may be the cause of changes in this trait. Conclusions These results provide the basis for research on candidate genes and marker-assisted selection (MAS) in soybean breeding for seed protein content.https://doi.org/10.1186/s12870-021-03176-2SoybeanSeed protein contentQuantitative trait loci (QTL)QTL-seqRNA-seq |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Jia Wang Lin Mao Zhaoqiong Zeng Xiaobo Yu Jianqiu Lian Jun Feng Wenying Yang Jiangang An Haiying Wu Mingrong Zhang Liezhao Liu |
spellingShingle |
Jia Wang Lin Mao Zhaoqiong Zeng Xiaobo Yu Jianqiu Lian Jun Feng Wenying Yang Jiangang An Haiying Wu Mingrong Zhang Liezhao Liu Genetic mapping high protein content QTL from soybean ‘Nanxiadou 25’ and candidate gene analysis BMC Plant Biology Soybean Seed protein content Quantitative trait loci (QTL) QTL-seq RNA-seq |
author_facet |
Jia Wang Lin Mao Zhaoqiong Zeng Xiaobo Yu Jianqiu Lian Jun Feng Wenying Yang Jiangang An Haiying Wu Mingrong Zhang Liezhao Liu |
author_sort |
Jia Wang |
title |
Genetic mapping high protein content QTL from soybean ‘Nanxiadou 25’ and candidate gene analysis |
title_short |
Genetic mapping high protein content QTL from soybean ‘Nanxiadou 25’ and candidate gene analysis |
title_full |
Genetic mapping high protein content QTL from soybean ‘Nanxiadou 25’ and candidate gene analysis |
title_fullStr |
Genetic mapping high protein content QTL from soybean ‘Nanxiadou 25’ and candidate gene analysis |
title_full_unstemmed |
Genetic mapping high protein content QTL from soybean ‘Nanxiadou 25’ and candidate gene analysis |
title_sort |
genetic mapping high protein content qtl from soybean ‘nanxiadou 25’ and candidate gene analysis |
publisher |
BMC |
series |
BMC Plant Biology |
issn |
1471-2229 |
publishDate |
2021-08-01 |
description |
Abstract Background Soybean is a globally important legume crop that provides a primary source of high-quality vegetable protein and oil. Seed protein content (SPC) is a valuable quality trait controlled by multiple genes in soybean. Results In this study, we performed quantitative trait loci (QTL) mapping, QTL-seq, and RNA sequencing (RNA-seq) to reveal the genes controlling protein content in the soybean by using the high protein content variety Nanxiadou 25. A total of 50 QTL for SPC distributed on 14 chromosomes except chromosomes 4, 12, 14, 17, 18, and 19 were identified by QTL mapping using 178 recombinant inbred lines (RILs). Among these QTL, the major QTL qSPC_20–1 and qSPC_20–2 on chromosome 20 were repeatedly detected across six tested environments, corresponding to the location of the major QTL detected using whole-genome sequencing-based QTL-seq. 329 candidate DEGs were obtained within the QTL region of qSPC_20–1 and qSPC_20–2 via gene expression profile analysis. Nine of which were associated with SPC, potentially representing candidate genes. Clone sequencing results showed that different single nucleotide polymorphisms (SNPs) and indels between high and low protein genotypes in Glyma.20G088000 and Glyma.16G066600 may be the cause of changes in this trait. Conclusions These results provide the basis for research on candidate genes and marker-assisted selection (MAS) in soybean breeding for seed protein content. |
topic |
Soybean Seed protein content Quantitative trait loci (QTL) QTL-seq RNA-seq |
url |
https://doi.org/10.1186/s12870-021-03176-2 |
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