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QTL mapping and GWAS reveal candidate genes controlling capsaicinoid content in Capsicum
Capsaicinoids are unique compounds produced only in peppers (Capsicum spp.). Several studies using classical quantitative trait loci (QTLs) mapping and genomewide association studies (GWAS) have identified QTLs controlling capsaicinoid content in peppers; however, neither the QTLs common to each pop...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6097123/ https://www.ncbi.nlm.nih.gov/pubmed/29406565 http://dx.doi.org/10.1111/pbi.12894 |
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author | Han, Koeun Lee, Hea‐Young Ro, Na‐Young Hur, On‐Sook Lee, Joung‐Ho Kwon, Jin‐Kyung Kang, Byoung‐Cheorl |
author_facet | Han, Koeun Lee, Hea‐Young Ro, Na‐Young Hur, On‐Sook Lee, Joung‐Ho Kwon, Jin‐Kyung Kang, Byoung‐Cheorl |
author_sort | Han, Koeun |
collection | PubMed |
description | Capsaicinoids are unique compounds produced only in peppers (Capsicum spp.). Several studies using classical quantitative trait loci (QTLs) mapping and genomewide association studies (GWAS) have identified QTLs controlling capsaicinoid content in peppers; however, neither the QTLs common to each population nor the candidate genes underlying them have been identified due to the limitations of each approach used. Here, we performed QTL mapping and GWAS for capsaicinoid content in peppers using two recombinant inbred line (RIL) populations and one GWAS population. Whole‐genome resequencing and genotyping by sequencing (GBS) were used to construct high‐density single nucleotide polymorphism (SNP) maps. Five QTL regions on chromosomes 1, 2, 3, 4 and 10 were commonly identified in both RIL populations over multiple locations and years. Furthermore, a total of 109 610 SNPs derived from two GBS libraries were used to analyse the GWAS population consisting of 208 C. annuum‐clade accessions. A total of 69 QTL regions were identified from the GWAS, 10 of which were co‐located with the QTLs identified from the two biparental populations. Within these regions, we were able to identify five candidate genes known to be involved in capsaicinoid biosynthesis. Our results demonstrate that QTL mapping and GBS‐GWAS represent a powerful combined approach for the identification of loci controlling complex traits. |
format | Online Article Text |
id | pubmed-6097123 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-60971232018-08-20 QTL mapping and GWAS reveal candidate genes controlling capsaicinoid content in Capsicum Han, Koeun Lee, Hea‐Young Ro, Na‐Young Hur, On‐Sook Lee, Joung‐Ho Kwon, Jin‐Kyung Kang, Byoung‐Cheorl Plant Biotechnol J Research Articles Capsaicinoids are unique compounds produced only in peppers (Capsicum spp.). Several studies using classical quantitative trait loci (QTLs) mapping and genomewide association studies (GWAS) have identified QTLs controlling capsaicinoid content in peppers; however, neither the QTLs common to each population nor the candidate genes underlying them have been identified due to the limitations of each approach used. Here, we performed QTL mapping and GWAS for capsaicinoid content in peppers using two recombinant inbred line (RIL) populations and one GWAS population. Whole‐genome resequencing and genotyping by sequencing (GBS) were used to construct high‐density single nucleotide polymorphism (SNP) maps. Five QTL regions on chromosomes 1, 2, 3, 4 and 10 were commonly identified in both RIL populations over multiple locations and years. Furthermore, a total of 109 610 SNPs derived from two GBS libraries were used to analyse the GWAS population consisting of 208 C. annuum‐clade accessions. A total of 69 QTL regions were identified from the GWAS, 10 of which were co‐located with the QTLs identified from the two biparental populations. Within these regions, we were able to identify five candidate genes known to be involved in capsaicinoid biosynthesis. Our results demonstrate that QTL mapping and GBS‐GWAS represent a powerful combined approach for the identification of loci controlling complex traits. John Wiley and Sons Inc. 2018-03-02 2018-09 /pmc/articles/PMC6097123/ /pubmed/29406565 http://dx.doi.org/10.1111/pbi.12894 Text en © 2018 The Authors. Plant Biotechnology Journal published by Society for Experimental Biology and The Association of Applied Biologists and John Wiley & Sons Ltd. This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Articles Han, Koeun Lee, Hea‐Young Ro, Na‐Young Hur, On‐Sook Lee, Joung‐Ho Kwon, Jin‐Kyung Kang, Byoung‐Cheorl QTL mapping and GWAS reveal candidate genes controlling capsaicinoid content in Capsicum |
title |
QTL mapping and GWAS reveal candidate genes controlling capsaicinoid content in Capsicum
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title_full |
QTL mapping and GWAS reveal candidate genes controlling capsaicinoid content in Capsicum
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title_fullStr |
QTL mapping and GWAS reveal candidate genes controlling capsaicinoid content in Capsicum
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title_full_unstemmed |
QTL mapping and GWAS reveal candidate genes controlling capsaicinoid content in Capsicum
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title_short |
QTL mapping and GWAS reveal candidate genes controlling capsaicinoid content in Capsicum
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title_sort | qtl mapping and gwas reveal candidate genes controlling capsaicinoid content in capsicum |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6097123/ https://www.ncbi.nlm.nih.gov/pubmed/29406565 http://dx.doi.org/10.1111/pbi.12894 |
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