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Genome-wide association analysis identified molecular markers associated with important tea flavor-related metabolites
The characteristic secondary metabolites in tea (theanine, caffeine, and catechins) are important factors contributing to unique tea flavors. However, there has been relatively little research on molecular markers related to these metabolites. Thus, we conducted a genome-wide association analysis of...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7917101/ https://www.ncbi.nlm.nih.gov/pubmed/33642595 http://dx.doi.org/10.1038/s41438-021-00477-3 |
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author | Fang, Kaixing Xia, Zhiqiang Li, Hongjian Jiang, Xiaohui Qin, Dandan Wang, Qiushuang Wang, Qing Pan, Chendong Li, Bo Wu, Hualing |
author_facet | Fang, Kaixing Xia, Zhiqiang Li, Hongjian Jiang, Xiaohui Qin, Dandan Wang, Qiushuang Wang, Qing Pan, Chendong Li, Bo Wu, Hualing |
author_sort | Fang, Kaixing |
collection | PubMed |
description | The characteristic secondary metabolites in tea (theanine, caffeine, and catechins) are important factors contributing to unique tea flavors. However, there has been relatively little research on molecular markers related to these metabolites. Thus, we conducted a genome-wide association analysis of the levels of these tea flavor-related metabolites in three seasons. The theanine, caffeine, and catechin levels in Population 1 comprising 191 tea plant germplasms were examined, which revealed that their heritability exceeded 0.5 in the analyzed seasons, with the following rank order (highest to lowest heritabilities): (+)-catechin > (−)-gallocatechin gallate > caffeine = (−)-epicatechin > (−)-epigallocatechin-3-gallate > theanine > (−)-epigallocatechin > (−)-epicatechin-3-gallate > catechin gallate > (+)-gallocatechin. The SNPs detected by amplified-fragment SNP and methylation sequencing divided Population 1 into three groups and seven subgroups. An association analysis yielded 307 SNP markers related to theanine, caffeine, and catechins that were common to all three seasons. Some of the markers were pleiotropic. The functional annotation of 180 key genes at the SNP loci revealed that FLS, UGT, MYB, and WD40 domain-containing proteins, as well as ATP-binding cassette transporters, may be important for catechin synthesis. KEGG and GO analyses indicated that these genes are associated with metabolic pathways and secondary metabolite biosynthesis. Moreover, in Population 2 (98 tea plant germplasm resources), 30 candidate SNPs were verified, including 17 SNPs that were significantly or extremely significantly associated with specific metabolite levels. These results will provide a foundation for future research on important flavor-related metabolites and may help accelerate the breeding of new tea varieties. |
format | Online Article Text |
id | pubmed-7917101 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-79171012021-03-04 Genome-wide association analysis identified molecular markers associated with important tea flavor-related metabolites Fang, Kaixing Xia, Zhiqiang Li, Hongjian Jiang, Xiaohui Qin, Dandan Wang, Qiushuang Wang, Qing Pan, Chendong Li, Bo Wu, Hualing Hortic Res Article The characteristic secondary metabolites in tea (theanine, caffeine, and catechins) are important factors contributing to unique tea flavors. However, there has been relatively little research on molecular markers related to these metabolites. Thus, we conducted a genome-wide association analysis of the levels of these tea flavor-related metabolites in three seasons. The theanine, caffeine, and catechin levels in Population 1 comprising 191 tea plant germplasms were examined, which revealed that their heritability exceeded 0.5 in the analyzed seasons, with the following rank order (highest to lowest heritabilities): (+)-catechin > (−)-gallocatechin gallate > caffeine = (−)-epicatechin > (−)-epigallocatechin-3-gallate > theanine > (−)-epigallocatechin > (−)-epicatechin-3-gallate > catechin gallate > (+)-gallocatechin. The SNPs detected by amplified-fragment SNP and methylation sequencing divided Population 1 into three groups and seven subgroups. An association analysis yielded 307 SNP markers related to theanine, caffeine, and catechins that were common to all three seasons. Some of the markers were pleiotropic. The functional annotation of 180 key genes at the SNP loci revealed that FLS, UGT, MYB, and WD40 domain-containing proteins, as well as ATP-binding cassette transporters, may be important for catechin synthesis. KEGG and GO analyses indicated that these genes are associated with metabolic pathways and secondary metabolite biosynthesis. Moreover, in Population 2 (98 tea plant germplasm resources), 30 candidate SNPs were verified, including 17 SNPs that were significantly or extremely significantly associated with specific metabolite levels. These results will provide a foundation for future research on important flavor-related metabolites and may help accelerate the breeding of new tea varieties. Nature Publishing Group UK 2021-03-01 /pmc/articles/PMC7917101/ /pubmed/33642595 http://dx.doi.org/10.1038/s41438-021-00477-3 Text en © The Author(s) 2021 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as 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 images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Fang, Kaixing Xia, Zhiqiang Li, Hongjian Jiang, Xiaohui Qin, Dandan Wang, Qiushuang Wang, Qing Pan, Chendong Li, Bo Wu, Hualing Genome-wide association analysis identified molecular markers associated with important tea flavor-related metabolites |
title | Genome-wide association analysis identified molecular markers associated with important tea flavor-related metabolites |
title_full | Genome-wide association analysis identified molecular markers associated with important tea flavor-related metabolites |
title_fullStr | Genome-wide association analysis identified molecular markers associated with important tea flavor-related metabolites |
title_full_unstemmed | Genome-wide association analysis identified molecular markers associated with important tea flavor-related metabolites |
title_short | Genome-wide association analysis identified molecular markers associated with important tea flavor-related metabolites |
title_sort | genome-wide association analysis identified molecular markers associated with important tea flavor-related metabolites |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7917101/ https://www.ncbi.nlm.nih.gov/pubmed/33642595 http://dx.doi.org/10.1038/s41438-021-00477-3 |
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