Quantitative Trait Locus (QTLs) Mapping for Quality Traits of Wheat Based on High Density Genetic Map Combined With Bulked Segregant Analysis RNA-seq (BSR-Seq) Indicates That the Basic 7S Globulin Gene Is Related to Falling Number
Numerous quantitative trait loci (QTLs) have been identified for wheat quality; however, most are confined to low-density genetic maps. In this study, based on specific-locus amplified fragment sequencing (SLAF-seq), a high-density genetic map was constructed with 193 recombinant inbred lines derive...
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doaj-e765d71f528f452b81e93728733f35802020-12-10T04:38:38ZengFrontiers Media S.A.Frontiers in Plant Science1664-462X2020-12-011110.3389/fpls.2020.600788600788Quantitative Trait Locus (QTLs) Mapping for Quality Traits of Wheat Based on High Density Genetic Map Combined With Bulked Segregant Analysis RNA-seq (BSR-Seq) Indicates That the Basic 7S Globulin Gene Is Related to Falling NumberQiao Li0Zhifen Pan1Yuan Gao2Yuan Gao3Tao Li4Tao Li5Junjun Liang6Zijin Zhang7Haili Zhang8Guangbing Deng9Hai Long10Maoqun Yu11Chengdu Institute of Biology, Chinese Academy of Sciences, Chengdu, ChinaChengdu Institute of Biology, Chinese Academy of Sciences, Chengdu, ChinaChengdu Institute of Biology, Chinese Academy of Sciences, Chengdu, ChinaUniversity of Chinese Academy of Sciences, Beijing, ChinaChengdu Institute of Biology, Chinese Academy of Sciences, Chengdu, ChinaUniversity of Chinese Academy of Sciences, Beijing, ChinaChengdu Institute of Biology, Chinese Academy of Sciences, Chengdu, ChinaChengdu Institute of Biology, Chinese Academy of Sciences, Chengdu, ChinaChengdu Institute of Biology, Chinese Academy of Sciences, Chengdu, ChinaChengdu Institute of Biology, Chinese Academy of Sciences, Chengdu, ChinaChengdu Institute of Biology, Chinese Academy of Sciences, Chengdu, ChinaChengdu Institute of Biology, Chinese Academy of Sciences, Chengdu, ChinaNumerous quantitative trait loci (QTLs) have been identified for wheat quality; however, most are confined to low-density genetic maps. In this study, based on specific-locus amplified fragment sequencing (SLAF-seq), a high-density genetic map was constructed with 193 recombinant inbred lines derived from Chuanmai 42 and Chuanmai 39. In total, 30 QTLs with phenotypic variance explained (PVE) up to 47.99% were identified for falling number (FN), grain protein content (GPC), grain hardness (GH), and starch pasting properties across three environments. Five NAM genes closely adjacent to QGPC.cib-4A probably have effects on GPC. QGH.cib-5D was the only one detected for GH with high PVE of 33.31–47.99% across the three environments and was assumed to be related to the nearest pina-D1 and pinb-D1genes. Three QTLs were identified for FN in at least two environments, of which QFN.cib-3D had relatively higher PVE of 16.58–25.74%. The positive effect of QFN.cib-3D for high FN was verified in a double-haploid population derived from Chuanmai 42 × Kechengmai 4. The combination of these QTLs has a considerable effect on increasing FN. The transcript levels of Basic 7S globulin and Basic 7S globulin 2 in QFN.cib-3D were significantly different between low FN and high FN bulks, as observed through bulk segregant RNA-seq (BSR). These QTLs and candidate genes based on the high-density genetic map would be beneficial for further understanding of the genetic mechanism of quality traits and molecular breeding of wheat.https://www.frontiersin.org/articles/10.3389/fpls.2020.600788/fullwheatfalling numberhardnessproteinQTLBSR |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Qiao Li Zhifen Pan Yuan Gao Yuan Gao Tao Li Tao Li Junjun Liang Zijin Zhang Haili Zhang Guangbing Deng Hai Long Maoqun Yu |
spellingShingle |
Qiao Li Zhifen Pan Yuan Gao Yuan Gao Tao Li Tao Li Junjun Liang Zijin Zhang Haili Zhang Guangbing Deng Hai Long Maoqun Yu Quantitative Trait Locus (QTLs) Mapping for Quality Traits of Wheat Based on High Density Genetic Map Combined With Bulked Segregant Analysis RNA-seq (BSR-Seq) Indicates That the Basic 7S Globulin Gene Is Related to Falling Number Frontiers in Plant Science wheat falling number hardness protein QTL BSR |
author_facet |
Qiao Li Zhifen Pan Yuan Gao Yuan Gao Tao Li Tao Li Junjun Liang Zijin Zhang Haili Zhang Guangbing Deng Hai Long Maoqun Yu |
author_sort |
Qiao Li |
title |
Quantitative Trait Locus (QTLs) Mapping for Quality Traits of Wheat Based on High Density Genetic Map Combined With Bulked Segregant Analysis RNA-seq (BSR-Seq) Indicates That the Basic 7S Globulin Gene Is Related to Falling Number |
title_short |
Quantitative Trait Locus (QTLs) Mapping for Quality Traits of Wheat Based on High Density Genetic Map Combined With Bulked Segregant Analysis RNA-seq (BSR-Seq) Indicates That the Basic 7S Globulin Gene Is Related to Falling Number |
title_full |
Quantitative Trait Locus (QTLs) Mapping for Quality Traits of Wheat Based on High Density Genetic Map Combined With Bulked Segregant Analysis RNA-seq (BSR-Seq) Indicates That the Basic 7S Globulin Gene Is Related to Falling Number |
title_fullStr |
Quantitative Trait Locus (QTLs) Mapping for Quality Traits of Wheat Based on High Density Genetic Map Combined With Bulked Segregant Analysis RNA-seq (BSR-Seq) Indicates That the Basic 7S Globulin Gene Is Related to Falling Number |
title_full_unstemmed |
Quantitative Trait Locus (QTLs) Mapping for Quality Traits of Wheat Based on High Density Genetic Map Combined With Bulked Segregant Analysis RNA-seq (BSR-Seq) Indicates That the Basic 7S Globulin Gene Is Related to Falling Number |
title_sort |
quantitative trait locus (qtls) mapping for quality traits of wheat based on high density genetic map combined with bulked segregant analysis rna-seq (bsr-seq) indicates that the basic 7s globulin gene is related to falling number |
publisher |
Frontiers Media S.A. |
series |
Frontiers in Plant Science |
issn |
1664-462X |
publishDate |
2020-12-01 |
description |
Numerous quantitative trait loci (QTLs) have been identified for wheat quality; however, most are confined to low-density genetic maps. In this study, based on specific-locus amplified fragment sequencing (SLAF-seq), a high-density genetic map was constructed with 193 recombinant inbred lines derived from Chuanmai 42 and Chuanmai 39. In total, 30 QTLs with phenotypic variance explained (PVE) up to 47.99% were identified for falling number (FN), grain protein content (GPC), grain hardness (GH), and starch pasting properties across three environments. Five NAM genes closely adjacent to QGPC.cib-4A probably have effects on GPC. QGH.cib-5D was the only one detected for GH with high PVE of 33.31–47.99% across the three environments and was assumed to be related to the nearest pina-D1 and pinb-D1genes. Three QTLs were identified for FN in at least two environments, of which QFN.cib-3D had relatively higher PVE of 16.58–25.74%. The positive effect of QFN.cib-3D for high FN was verified in a double-haploid population derived from Chuanmai 42 × Kechengmai 4. The combination of these QTLs has a considerable effect on increasing FN. The transcript levels of Basic 7S globulin and Basic 7S globulin 2 in QFN.cib-3D were significantly different between low FN and high FN bulks, as observed through bulk segregant RNA-seq (BSR). These QTLs and candidate genes based on the high-density genetic map would be beneficial for further understanding of the genetic mechanism of quality traits and molecular breeding of wheat. |
topic |
wheat falling number hardness protein QTL BSR |
url |
https://www.frontiersin.org/articles/10.3389/fpls.2020.600788/full |
work_keys_str_mv |
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