Dissecting the Genetic Architecture of Melon Chilling Tolerance at the Seedling Stage by Association Mapping and Identification of the Elite Alleles

Low temperature is an important abiotic stress that negatively affects morphological growth and fruit development in melon (Cucumis melo L.). Chilling stress at the seedling stage causes seedling injury and poor stand establishment, prolonging vegetative growth and delaying fruit harvest. In this st...

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Main Authors: Juan Hou, Ya-Feng Zhou, Lu-Yin Gao, Yan-Ling Wang, Lu-Ming Yang, Hua-Yu Zhu, Ji-Ming Wang, Sheng-Jie Zhao, Chang-Sheng Ma, Shou-Ru Sun, Jian-Bin Hu
Format: Article
Language:English
Published: Frontiers Media S.A. 2018-10-01
Series:Frontiers in Plant Science
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fpls.2018.01577/full
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language English
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author Juan Hou
Ya-Feng Zhou
Ya-Feng Zhou
Lu-Yin Gao
Lu-Yin Gao
Yan-Ling Wang
Yan-Ling Wang
Lu-Ming Yang
Lu-Ming Yang
Hua-Yu Zhu
Hua-Yu Zhu
Ji-Ming Wang
Sheng-Jie Zhao
Chang-Sheng Ma
Chang-Sheng Ma
Shou-Ru Sun
Shou-Ru Sun
Jian-Bin Hu
spellingShingle Juan Hou
Ya-Feng Zhou
Ya-Feng Zhou
Lu-Yin Gao
Lu-Yin Gao
Yan-Ling Wang
Yan-Ling Wang
Lu-Ming Yang
Lu-Ming Yang
Hua-Yu Zhu
Hua-Yu Zhu
Ji-Ming Wang
Sheng-Jie Zhao
Chang-Sheng Ma
Chang-Sheng Ma
Shou-Ru Sun
Shou-Ru Sun
Jian-Bin Hu
Dissecting the Genetic Architecture of Melon Chilling Tolerance at the Seedling Stage by Association Mapping and Identification of the Elite Alleles
Frontiers in Plant Science
melon
seedling stage
chilling tolerance
genetic architecture
association mapping
elite allele
author_facet Juan Hou
Ya-Feng Zhou
Ya-Feng Zhou
Lu-Yin Gao
Lu-Yin Gao
Yan-Ling Wang
Yan-Ling Wang
Lu-Ming Yang
Lu-Ming Yang
Hua-Yu Zhu
Hua-Yu Zhu
Ji-Ming Wang
Sheng-Jie Zhao
Chang-Sheng Ma
Chang-Sheng Ma
Shou-Ru Sun
Shou-Ru Sun
Jian-Bin Hu
author_sort Juan Hou
title Dissecting the Genetic Architecture of Melon Chilling Tolerance at the Seedling Stage by Association Mapping and Identification of the Elite Alleles
title_short Dissecting the Genetic Architecture of Melon Chilling Tolerance at the Seedling Stage by Association Mapping and Identification of the Elite Alleles
title_full Dissecting the Genetic Architecture of Melon Chilling Tolerance at the Seedling Stage by Association Mapping and Identification of the Elite Alleles
title_fullStr Dissecting the Genetic Architecture of Melon Chilling Tolerance at the Seedling Stage by Association Mapping and Identification of the Elite Alleles
title_full_unstemmed Dissecting the Genetic Architecture of Melon Chilling Tolerance at the Seedling Stage by Association Mapping and Identification of the Elite Alleles
title_sort dissecting the genetic architecture of melon chilling tolerance at the seedling stage by association mapping and identification of the elite alleles
publisher Frontiers Media S.A.
series Frontiers in Plant Science
issn 1664-462X
publishDate 2018-10-01
description Low temperature is an important abiotic stress that negatively affects morphological growth and fruit development in melon (Cucumis melo L.). Chilling stress at the seedling stage causes seedling injury and poor stand establishment, prolonging vegetative growth and delaying fruit harvest. In this study, association mapping was performed for chilling tolerance at the seedling stage on an expanded melon core collection containing 212 diverse accessions by 272 SSRs and 27 CAPSs. Chilling tolerance of the melon seedlings was evaluated by calculating the chilling injury index (CII) in 2016 and 2017. Genetic diversity analysis of the whole accession panel presented two main groups, which corresponded to the two subspecies of C. melo, melo, and agrestis. Both the subspecies were sensitive to chilling but with agrestis being more tolerant. Genome-wide association study (GWAS) was conducted, respectively, on the whole panel and the two subspecies, totally detecting 51 loci that contributed to 74 marker-trait associations. Of these associations, 35 were detected in the whole panel, 21 in melo, and 18 in agrestis. About half of the associations identified in the two subspecies were also observed in the whole panel, and seven associations were shared by both the subspecies. CMCT505_Chr.1 was repeatedly detected in different populations with high phenotypic contribution and could be a key locus controlling chilling tolerance in C. melo. Nine loci were selected for evaluation of the phenotypic effects related to their alleles, which identified 11 elite alleles contributing to seedling chilling tolerance. Four such alleles existed in both the subspecies and six in either of the two subspecies. Analysis of 20 parental combinations for their allelic status and phenotypic values showed that the elite alleles collectively contributed to enhancement of the chilling tolerance. Tagging the loci responsible for chilling tolerance may simultaneously favor dissecting the complex adaptability traits and elevate the efficiency to improve chilling tolerance using marker-assisted selection in melon.
topic melon
seedling stage
chilling tolerance
genetic architecture
association mapping
elite allele
url https://www.frontiersin.org/article/10.3389/fpls.2018.01577/full
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spelling doaj-1d171b7478304e7ba5e38e818957e7ac2020-11-24T21:44:39ZengFrontiers Media S.A.Frontiers in Plant Science1664-462X2018-10-01910.3389/fpls.2018.01577414108Dissecting the Genetic Architecture of Melon Chilling Tolerance at the Seedling Stage by Association Mapping and Identification of the Elite AllelesJuan Hou0Ya-Feng Zhou1Ya-Feng Zhou2Lu-Yin Gao3Lu-Yin Gao4Yan-Ling Wang5Yan-Ling Wang6Lu-Ming Yang7Lu-Ming Yang8Hua-Yu Zhu9Hua-Yu Zhu10Ji-Ming Wang11Sheng-Jie Zhao12Chang-Sheng Ma13Chang-Sheng Ma14Shou-Ru Sun15Shou-Ru Sun16Jian-Bin Hu17College of Horticulture, Henan Agricultural University, Zhengzhou, ChinaCollege of Horticulture, Henan Agricultural University, Zhengzhou, ChinaHenan Key Laboratory of Fruit and Cucurbit Biology, Zhengzhou, ChinaCollege of Horticulture, Henan Agricultural University, Zhengzhou, ChinaHenan Key Laboratory of Fruit and Cucurbit Biology, Zhengzhou, ChinaCollege of Horticulture, Henan Agricultural University, Zhengzhou, ChinaHenan Key Laboratory of Fruit and Cucurbit Biology, Zhengzhou, ChinaCollege of Horticulture, Henan Agricultural University, Zhengzhou, ChinaHenan Key Laboratory of Fruit and Cucurbit Biology, Zhengzhou, ChinaCollege of Horticulture, Henan Agricultural University, Zhengzhou, ChinaHenan Key Laboratory of Fruit and Cucurbit Biology, Zhengzhou, ChinaZhengzhou Fruit Research Institute, Chinese Academy of Agricultural Sciences, Zhengzhou, ChinaZhengzhou Fruit Research Institute, Chinese Academy of Agricultural Sciences, Zhengzhou, ChinaCollege of Horticulture, Henan Agricultural University, Zhengzhou, ChinaHenan Key Laboratory of Fruit and Cucurbit Biology, Zhengzhou, ChinaCollege of Horticulture, Henan Agricultural University, Zhengzhou, ChinaHenan Key Laboratory of Fruit and Cucurbit Biology, Zhengzhou, ChinaCollege of Horticulture, Henan Agricultural University, Zhengzhou, ChinaLow temperature is an important abiotic stress that negatively affects morphological growth and fruit development in melon (Cucumis melo L.). Chilling stress at the seedling stage causes seedling injury and poor stand establishment, prolonging vegetative growth and delaying fruit harvest. In this study, association mapping was performed for chilling tolerance at the seedling stage on an expanded melon core collection containing 212 diverse accessions by 272 SSRs and 27 CAPSs. Chilling tolerance of the melon seedlings was evaluated by calculating the chilling injury index (CII) in 2016 and 2017. Genetic diversity analysis of the whole accession panel presented two main groups, which corresponded to the two subspecies of C. melo, melo, and agrestis. Both the subspecies were sensitive to chilling but with agrestis being more tolerant. Genome-wide association study (GWAS) was conducted, respectively, on the whole panel and the two subspecies, totally detecting 51 loci that contributed to 74 marker-trait associations. Of these associations, 35 were detected in the whole panel, 21 in melo, and 18 in agrestis. About half of the associations identified in the two subspecies were also observed in the whole panel, and seven associations were shared by both the subspecies. CMCT505_Chr.1 was repeatedly detected in different populations with high phenotypic contribution and could be a key locus controlling chilling tolerance in C. melo. Nine loci were selected for evaluation of the phenotypic effects related to their alleles, which identified 11 elite alleles contributing to seedling chilling tolerance. Four such alleles existed in both the subspecies and six in either of the two subspecies. Analysis of 20 parental combinations for their allelic status and phenotypic values showed that the elite alleles collectively contributed to enhancement of the chilling tolerance. Tagging the loci responsible for chilling tolerance may simultaneously favor dissecting the complex adaptability traits and elevate the efficiency to improve chilling tolerance using marker-assisted selection in melon.https://www.frontiersin.org/article/10.3389/fpls.2018.01577/fullmelonseedling stagechilling tolerancegenetic architectureassociation mappingelite allele