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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Main Authors: Qiao Li, Zhifen Pan, Yuan Gao, Tao Li, Junjun Liang, Zijin Zhang, Haili Zhang, Guangbing Deng, Hai Long, Maoqun Yu
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-12-01
Series:Frontiers in Plant Science
Subjects:
QTL
BSR
Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2020.600788/full
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spelling 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
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