A High Resolution Melting Analysis-Based Genotyping Toolkit for the Peach (<i>Prunus persica</i>) Chilling Requirement

The chilling requirement (CR) is the main factor controlling the peach floral bud break and subsequent reproductive growth. To date, several peach CR quantitative trait loci (QTLs) have been identified. To improve the accessibility and convenience of this genetic information for peach breeders, the...

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Main Authors: Lin Chou, Shih-Jie Huang, Chen Hsieh, Ming-Te Lu, Chia-Wei Song, Fu-Chiun Hsu
Format: Article
Language:English
Published: MDPI AG 2020-02-01
Series:International Journal of Molecular Sciences
Subjects:
Online Access:https://www.mdpi.com/1422-0067/21/4/1543
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spelling doaj-62d7ac1388744bd18ff5871444dd3d3d2020-11-25T01:40:48ZengMDPI AGInternational Journal of Molecular Sciences1422-00672020-02-01214154310.3390/ijms21041543ijms21041543A High Resolution Melting Analysis-Based Genotyping Toolkit for the Peach (<i>Prunus persica</i>) Chilling RequirementLin Chou0Shih-Jie Huang1Chen Hsieh2Ming-Te Lu3Chia-Wei Song4Fu-Chiun Hsu5Department of Horticulture and Landscape Architecture, National Taiwan University, Taipei 10617, TaiwanDepartment of Horticulture and Landscape Architecture, National Taiwan University, Taipei 10617, TaiwanDepartment of Horticulture and Landscape Architecture, National Taiwan University, Taipei 10617, TaiwanCrop Science Division and Guansi Experiment Station, Taiwan Agricultural Research Institute, Council of Agriculture, Taichung 41301, TaiwanCrop Science Division and Guansi Experiment Station, Taiwan Agricultural Research Institute, Council of Agriculture, Taichung 41301, TaiwanDepartment of Horticulture and Landscape Architecture, National Taiwan University, Taipei 10617, TaiwanThe chilling requirement (CR) is the main factor controlling the peach floral bud break and subsequent reproductive growth. To date, several peach CR quantitative trait loci (QTLs) have been identified. To improve the accessibility and convenience of this genetic information for peach breeders, the aim of this study was to establish an easy-to-use genotype screening system using peach CR molecular markers as a toolkit for marker-assisted selection. Here, we integrated 22 CR-associated markers from three published QTLs and positioned them on the <i>Prunus persica</i> physical map. Then, we built a PCR-based genotyping platform by using high-resolution melting (HRM) analysis with specific primers and trained this platform with 27 peach cultivars. Due to ambiguous variant calls from a commercial HRM software, we developed an R-based pipeline using principal component analysis (PCA) to accurately differentiate genotypes. Based on the PCA results, this toolkit was able to determine the genotypes at the CR-related single nucleotide polymorphisms (SNPs) in all tested peach cultivars. In this study, we showed that this HRM-PCA pipeline served as a low-cost, high-throughput, and non-gel genotyping solution. This system has great potential to accelerate CR-focused peach breeding.https://www.mdpi.com/1422-0067/21/4/1543chilling requirement (cr)genotypinghigh-resolution melting (hrm) analysismarker-assisted selection (mas)principal component analysis (pca)quantitative trait loci (qtls)single nucleotide polymorphisms (snps)
collection DOAJ
language English
format Article
sources DOAJ
author Lin Chou
Shih-Jie Huang
Chen Hsieh
Ming-Te Lu
Chia-Wei Song
Fu-Chiun Hsu
spellingShingle Lin Chou
Shih-Jie Huang
Chen Hsieh
Ming-Te Lu
Chia-Wei Song
Fu-Chiun Hsu
A High Resolution Melting Analysis-Based Genotyping Toolkit for the Peach (<i>Prunus persica</i>) Chilling Requirement
International Journal of Molecular Sciences
chilling requirement (cr)
genotyping
high-resolution melting (hrm) analysis
marker-assisted selection (mas)
principal component analysis (pca)
quantitative trait loci (qtls)
single nucleotide polymorphisms (snps)
author_facet Lin Chou
Shih-Jie Huang
Chen Hsieh
Ming-Te Lu
Chia-Wei Song
Fu-Chiun Hsu
author_sort Lin Chou
title A High Resolution Melting Analysis-Based Genotyping Toolkit for the Peach (<i>Prunus persica</i>) Chilling Requirement
title_short A High Resolution Melting Analysis-Based Genotyping Toolkit for the Peach (<i>Prunus persica</i>) Chilling Requirement
title_full A High Resolution Melting Analysis-Based Genotyping Toolkit for the Peach (<i>Prunus persica</i>) Chilling Requirement
title_fullStr A High Resolution Melting Analysis-Based Genotyping Toolkit for the Peach (<i>Prunus persica</i>) Chilling Requirement
title_full_unstemmed A High Resolution Melting Analysis-Based Genotyping Toolkit for the Peach (<i>Prunus persica</i>) Chilling Requirement
title_sort high resolution melting analysis-based genotyping toolkit for the peach (<i>prunus persica</i>) chilling requirement
publisher MDPI AG
series International Journal of Molecular Sciences
issn 1422-0067
publishDate 2020-02-01
description The chilling requirement (CR) is the main factor controlling the peach floral bud break and subsequent reproductive growth. To date, several peach CR quantitative trait loci (QTLs) have been identified. To improve the accessibility and convenience of this genetic information for peach breeders, the aim of this study was to establish an easy-to-use genotype screening system using peach CR molecular markers as a toolkit for marker-assisted selection. Here, we integrated 22 CR-associated markers from three published QTLs and positioned them on the <i>Prunus persica</i> physical map. Then, we built a PCR-based genotyping platform by using high-resolution melting (HRM) analysis with specific primers and trained this platform with 27 peach cultivars. Due to ambiguous variant calls from a commercial HRM software, we developed an R-based pipeline using principal component analysis (PCA) to accurately differentiate genotypes. Based on the PCA results, this toolkit was able to determine the genotypes at the CR-related single nucleotide polymorphisms (SNPs) in all tested peach cultivars. In this study, we showed that this HRM-PCA pipeline served as a low-cost, high-throughput, and non-gel genotyping solution. This system has great potential to accelerate CR-focused peach breeding.
topic chilling requirement (cr)
genotyping
high-resolution melting (hrm) analysis
marker-assisted selection (mas)
principal component analysis (pca)
quantitative trait loci (qtls)
single nucleotide polymorphisms (snps)
url https://www.mdpi.com/1422-0067/21/4/1543
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