QTL Mapping Combined With Bulked Segregant Analysis Identify SNP Markers Linked to Leaf Shape Traits in Pisum sativum Using SLAF Sequencing

Leaf shape is an important trait that influences the utilization rate of light, and affects quality and yield of pea (Pisum sativum). In the present study, a joint method of high-density genetic mapping using specific locus amplified fragment sequencing (SLAF-seq) and bulked segregant analysis (BSA)...

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Main Authors: Yuanting Zheng, Fei Xu, Qikai Li, Gangjun Wang, Na Liu, Yaming Gong, Lulu Li, Zhong-Hua Chen, Shengchun Xu
Format: Article
Language:English
Published: Frontiers Media S.A. 2018-12-01
Series:Frontiers in Genetics
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fgene.2018.00615/full
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spelling doaj-684585eb5d804eaf98d79487ebd5375c2020-11-25T00:26:18ZengFrontiers Media S.A.Frontiers in Genetics1664-80212018-12-01910.3389/fgene.2018.00615426389QTL Mapping Combined With Bulked Segregant Analysis Identify SNP Markers Linked to Leaf Shape Traits in Pisum sativum Using SLAF SequencingYuanting Zheng0Yuanting Zheng1Fei Xu2Qikai Li3Gangjun Wang4Na Liu5Yaming Gong6Lulu Li7Zhong-Hua Chen8Shengchun Xu9Central Laboratory of Zhejiang Academy of Agricultural Sciences, Hangzhou, ChinaCollege of Agriculture & Biotechnology, Zhejiang University, Hangzhou, ChinaCentral Laboratory of Zhejiang Academy of Agricultural Sciences, Hangzhou, ChinaCollege of Agriculture & Biotechnology, Zhejiang University, Hangzhou, ChinaCentral Laboratory of Zhejiang Academy of Agricultural Sciences, Hangzhou, ChinaCentral Laboratory of Zhejiang Academy of Agricultural Sciences, Hangzhou, ChinaCentral Laboratory of Zhejiang Academy of Agricultural Sciences, Hangzhou, ChinaCollege of Agriculture & Biotechnology, Zhejiang University, Hangzhou, ChinaSchool of Science and Health, Hawkesbury Institute for the Environment, Western Sydney University, Penrith, NSW, AustraliaCentral Laboratory of Zhejiang Academy of Agricultural Sciences, Hangzhou, ChinaLeaf shape is an important trait that influences the utilization rate of light, and affects quality and yield of pea (Pisum sativum). In the present study, a joint method of high-density genetic mapping using specific locus amplified fragment sequencing (SLAF-seq) and bulked segregant analysis (BSA) was applied to rapidly detect loci with leaf shape traits. A total of 7,146 polymorphic SLAFs containing 12,213 SNP markers were employed to construct a high-density genetic map for pea. We conducted quantitative trait locus (QTL) mapping on an F2 population to identify QTLs associated with leaf shape traits. Moreover, SLAF-BSA was conducted on the same F2 population to identify the single nucleotide polymorphism (SNP) markers linked to leaf shape in pea. Two QTLs (qLeaf_or-1, qLeaf_or-2) were mapped on linkage group 7 (LG7) for pea leaf shape. Through alignment of SLAF markers with Cicer arietinum, Medicago truncatula, and Glycine max, the pea LGs were assigned to their corresponding homologous chromosomal groups. The comparative genetic analysis showed that pea is more closely related to M. truncatula. Based on the sequencing results of two pools with different leaf shape, 179 associated markers were obtained after association analysis. The joint analysis of SLAF-seq and BSA showed that the QTLs obtained from mapping on a high-density genetic map are convincing due to the closely associated map region with the BSA results, which provided more potential markers related to leaf shape. Thus, the identified QTLs could be used in marker-assisted selection for pea breeding in the future. Our study revealed that joint analysis of QTL mapping on a high-density genetic map and BSA-seq is a cost-effective and accurate method to reveal genetic architecture of target traits in plant species without a reference genome.https://www.frontiersin.org/article/10.3389/fgene.2018.00615/fullbulked segregant analysishigh-density genetic mapleaf shapePisum sativumspecific locus amplified fragment sequencing
collection DOAJ
language English
format Article
sources DOAJ
author Yuanting Zheng
Yuanting Zheng
Fei Xu
Qikai Li
Gangjun Wang
Na Liu
Yaming Gong
Lulu Li
Zhong-Hua Chen
Shengchun Xu
spellingShingle Yuanting Zheng
Yuanting Zheng
Fei Xu
Qikai Li
Gangjun Wang
Na Liu
Yaming Gong
Lulu Li
Zhong-Hua Chen
Shengchun Xu
QTL Mapping Combined With Bulked Segregant Analysis Identify SNP Markers Linked to Leaf Shape Traits in Pisum sativum Using SLAF Sequencing
Frontiers in Genetics
bulked segregant analysis
high-density genetic map
leaf shape
Pisum sativum
specific locus amplified fragment sequencing
author_facet Yuanting Zheng
Yuanting Zheng
Fei Xu
Qikai Li
Gangjun Wang
Na Liu
Yaming Gong
Lulu Li
Zhong-Hua Chen
Shengchun Xu
author_sort Yuanting Zheng
title QTL Mapping Combined With Bulked Segregant Analysis Identify SNP Markers Linked to Leaf Shape Traits in Pisum sativum Using SLAF Sequencing
title_short QTL Mapping Combined With Bulked Segregant Analysis Identify SNP Markers Linked to Leaf Shape Traits in Pisum sativum Using SLAF Sequencing
title_full QTL Mapping Combined With Bulked Segregant Analysis Identify SNP Markers Linked to Leaf Shape Traits in Pisum sativum Using SLAF Sequencing
title_fullStr QTL Mapping Combined With Bulked Segregant Analysis Identify SNP Markers Linked to Leaf Shape Traits in Pisum sativum Using SLAF Sequencing
title_full_unstemmed QTL Mapping Combined With Bulked Segregant Analysis Identify SNP Markers Linked to Leaf Shape Traits in Pisum sativum Using SLAF Sequencing
title_sort qtl mapping combined with bulked segregant analysis identify snp markers linked to leaf shape traits in pisum sativum using slaf sequencing
publisher Frontiers Media S.A.
series Frontiers in Genetics
issn 1664-8021
publishDate 2018-12-01
description Leaf shape is an important trait that influences the utilization rate of light, and affects quality and yield of pea (Pisum sativum). In the present study, a joint method of high-density genetic mapping using specific locus amplified fragment sequencing (SLAF-seq) and bulked segregant analysis (BSA) was applied to rapidly detect loci with leaf shape traits. A total of 7,146 polymorphic SLAFs containing 12,213 SNP markers were employed to construct a high-density genetic map for pea. We conducted quantitative trait locus (QTL) mapping on an F2 population to identify QTLs associated with leaf shape traits. Moreover, SLAF-BSA was conducted on the same F2 population to identify the single nucleotide polymorphism (SNP) markers linked to leaf shape in pea. Two QTLs (qLeaf_or-1, qLeaf_or-2) were mapped on linkage group 7 (LG7) for pea leaf shape. Through alignment of SLAF markers with Cicer arietinum, Medicago truncatula, and Glycine max, the pea LGs were assigned to their corresponding homologous chromosomal groups. The comparative genetic analysis showed that pea is more closely related to M. truncatula. Based on the sequencing results of two pools with different leaf shape, 179 associated markers were obtained after association analysis. The joint analysis of SLAF-seq and BSA showed that the QTLs obtained from mapping on a high-density genetic map are convincing due to the closely associated map region with the BSA results, which provided more potential markers related to leaf shape. Thus, the identified QTLs could be used in marker-assisted selection for pea breeding in the future. Our study revealed that joint analysis of QTL mapping on a high-density genetic map and BSA-seq is a cost-effective and accurate method to reveal genetic architecture of target traits in plant species without a reference genome.
topic bulked segregant analysis
high-density genetic map
leaf shape
Pisum sativum
specific locus amplified fragment sequencing
url https://www.frontiersin.org/article/10.3389/fgene.2018.00615/full
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