Cargando…
QTL mapping and genome-wide association study reveal two novel loci associated with green flesh color in cucumber
BACKGROUND: Green flesh color, resulting from the accumulation of chlorophyll, is one of the most important commercial traits for the fruits. The genetic network regulating green flesh formation has been studied in tomato, melon and watermelon. However, little is known about the inheritance and mole...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6556036/ https://www.ncbi.nlm.nih.gov/pubmed/31174472 http://dx.doi.org/10.1186/s12870-019-1835-6 |
_version_ | 1783425263009267712 |
---|---|
author | Bo, Kailiang Wei, Shuang Wang, Weiping Miao, Han Dong, Shaoyun Zhang, Shengping Gu, Xingfang |
author_facet | Bo, Kailiang Wei, Shuang Wang, Weiping Miao, Han Dong, Shaoyun Zhang, Shengping Gu, Xingfang |
author_sort | Bo, Kailiang |
collection | PubMed |
description | BACKGROUND: Green flesh color, resulting from the accumulation of chlorophyll, is one of the most important commercial traits for the fruits. The genetic network regulating green flesh formation has been studied in tomato, melon and watermelon. However, little is known about the inheritance and molecular basis of green flesh in cucumber. This study sought to determine the main genomic regions associated with green flesh. Three F(2) and two BC(1) populations derived from the 9110Gt (cultivated cucumber, green flesh color) and PI183967 (wild cucumber, white flesh color) were used for the green flesh genetic analysis. Two F(2) populations of them were further employed to do the map construction and quantitative trait loci (QTL) study. Also, a core cucumber germplasms population was used to do the GWAS analysis. RESULTS: We identified three indexes, flesh color (FC), flesh extract color (FEC) and flesh chlorophyll content (FCC) in three environments. Genetic analysis indicated that green flesh color in 9110Gt is controlled by a major-effect QTL. We developed two genetic maps with 192 and 174 microsatellite markers respectively. Two novel inversions in Chr1 were identified between cultivated and wild cucumbers. The major-effect QTL, qgf5.1, was identified using FC, FEC and FCC index in all different environments used. In addition, the same qgf5.1, together with qgf3.1, was identified via GWAS. Further investigation of two candidate regions using pairwise LD correlations, combined with genetic diversity of qgf5.1 in natural populations, it was found that Csa5G021320 is the candidate gene of qgf5.1. Geographical distribution revealed that green flesh color formation could be due to the high latitude, which has longer day time to produce the photosynthesis and chlorophyll synthesis during cucumber domestication and evolution. CONCLUSIONS: We first reported the cucumber green flesh color is a quantitative trait. We detected two novel loci qgf5.1 and qgf3.1, which regulate the green flesh formation in cucumber. The QTL mapping and GWAS approaches identified several candidate genes for further validation using functional genomics or forward genetics approaches. Findings from the present study provide a new insight into the genetic control of green flesh in cucumber. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12870-019-1835-6) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6556036 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-65560362019-06-13 QTL mapping and genome-wide association study reveal two novel loci associated with green flesh color in cucumber Bo, Kailiang Wei, Shuang Wang, Weiping Miao, Han Dong, Shaoyun Zhang, Shengping Gu, Xingfang BMC Plant Biol Research Article BACKGROUND: Green flesh color, resulting from the accumulation of chlorophyll, is one of the most important commercial traits for the fruits. The genetic network regulating green flesh formation has been studied in tomato, melon and watermelon. However, little is known about the inheritance and molecular basis of green flesh in cucumber. This study sought to determine the main genomic regions associated with green flesh. Three F(2) and two BC(1) populations derived from the 9110Gt (cultivated cucumber, green flesh color) and PI183967 (wild cucumber, white flesh color) were used for the green flesh genetic analysis. Two F(2) populations of them were further employed to do the map construction and quantitative trait loci (QTL) study. Also, a core cucumber germplasms population was used to do the GWAS analysis. RESULTS: We identified three indexes, flesh color (FC), flesh extract color (FEC) and flesh chlorophyll content (FCC) in three environments. Genetic analysis indicated that green flesh color in 9110Gt is controlled by a major-effect QTL. We developed two genetic maps with 192 and 174 microsatellite markers respectively. Two novel inversions in Chr1 were identified between cultivated and wild cucumbers. The major-effect QTL, qgf5.1, was identified using FC, FEC and FCC index in all different environments used. In addition, the same qgf5.1, together with qgf3.1, was identified via GWAS. Further investigation of two candidate regions using pairwise LD correlations, combined with genetic diversity of qgf5.1 in natural populations, it was found that Csa5G021320 is the candidate gene of qgf5.1. Geographical distribution revealed that green flesh color formation could be due to the high latitude, which has longer day time to produce the photosynthesis and chlorophyll synthesis during cucumber domestication and evolution. CONCLUSIONS: We first reported the cucumber green flesh color is a quantitative trait. We detected two novel loci qgf5.1 and qgf3.1, which regulate the green flesh formation in cucumber. The QTL mapping and GWAS approaches identified several candidate genes for further validation using functional genomics or forward genetics approaches. Findings from the present study provide a new insight into the genetic control of green flesh in cucumber. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12870-019-1835-6) contains supplementary material, which is available to authorized users. BioMed Central 2019-06-07 /pmc/articles/PMC6556036/ /pubmed/31174472 http://dx.doi.org/10.1186/s12870-019-1835-6 Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Bo, Kailiang Wei, Shuang Wang, Weiping Miao, Han Dong, Shaoyun Zhang, Shengping Gu, Xingfang QTL mapping and genome-wide association study reveal two novel loci associated with green flesh color in cucumber |
title | QTL mapping and genome-wide association study reveal two novel loci associated with green flesh color in cucumber |
title_full | QTL mapping and genome-wide association study reveal two novel loci associated with green flesh color in cucumber |
title_fullStr | QTL mapping and genome-wide association study reveal two novel loci associated with green flesh color in cucumber |
title_full_unstemmed | QTL mapping and genome-wide association study reveal two novel loci associated with green flesh color in cucumber |
title_short | QTL mapping and genome-wide association study reveal two novel loci associated with green flesh color in cucumber |
title_sort | qtl mapping and genome-wide association study reveal two novel loci associated with green flesh color in cucumber |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6556036/ https://www.ncbi.nlm.nih.gov/pubmed/31174472 http://dx.doi.org/10.1186/s12870-019-1835-6 |
work_keys_str_mv | AT bokailiang qtlmappingandgenomewideassociationstudyrevealtwonovellociassociatedwithgreenfleshcolorincucumber AT weishuang qtlmappingandgenomewideassociationstudyrevealtwonovellociassociatedwithgreenfleshcolorincucumber AT wangweiping qtlmappingandgenomewideassociationstudyrevealtwonovellociassociatedwithgreenfleshcolorincucumber AT miaohan qtlmappingandgenomewideassociationstudyrevealtwonovellociassociatedwithgreenfleshcolorincucumber AT dongshaoyun qtlmappingandgenomewideassociationstudyrevealtwonovellociassociatedwithgreenfleshcolorincucumber AT zhangshengping qtlmappingandgenomewideassociationstudyrevealtwonovellociassociatedwithgreenfleshcolorincucumber AT guxingfang qtlmappingandgenomewideassociationstudyrevealtwonovellociassociatedwithgreenfleshcolorincucumber |