Integrative transcriptomic and metabolomic analysis reveals the molecular mechanism of red maple (Acer rubrum L.) leaf coloring

This study employed a combination of ultraviolet spectrophotometry, LC-ESI-MS/MS system, and RNA-sequencing technology; the extracts and isolation of total RNA from the red and yellow leaf strains of red maple (Acer rubrum L.) at different developmental stages were subjected to an intercomparison of...

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Main Authors: Luo, Yuanyuan, Deng, Min, Zhang, Xia, Zhang, Damao, Cai, Wenqi, Long, Yuelin, Xiong, Xingyao, Li, Yanlin
Other Authors: School of Biological Sciences
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Language:English
Published: 2023
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Online Access:https://hdl.handle.net/10356/169694
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spelling sg-ntu-dr.10356-1696942023-07-31T15:32:20Z Integrative transcriptomic and metabolomic analysis reveals the molecular mechanism of red maple (Acer rubrum L.) leaf coloring Luo, Yuanyuan Deng, Min Zhang, Xia Zhang, Damao Cai, Wenqi Long, Yuelin Xiong, Xingyao Li, Yanlin School of Biological Sciences Science::Biological sciences Acer Rubrum L Transcriptomics This study employed a combination of ultraviolet spectrophotometry, LC-ESI-MS/MS system, and RNA-sequencing technology; the extracts and isolation of total RNA from the red and yellow leaf strains of red maple (Acer rubrum L.) at different developmental stages were subjected to an intercomparison of the dynamic content of chlorophyll and total anthocyanin, flavonoid metabolite fingerprinting, and gene expression. The metabonomic results indicated that one hundred and ninety-two flavonoids were identified, which could be classified into eight categories in the red maple leaves. Among them, 39% and 19% were flavones and flavonols, respectively. The metabolomic analysis identified 23, 32, 24, 24, 38, and 41 DAMs in the AR1018r vs. AR1031r comparison, the AR1018r vs. AR1119r comparison, the AR1031r vs. AR1119r comparison, the AR1018y vs. AR1031y comparison, the AR1018y vs. AR1119y comparison, and the AR1031y vs. AR1119y comparison, respectively. In total, 6003 and 8888 DEGs were identified in AR1018r vs. AR1031r comparison and in the AR1018y vs. AR1031y comparison, respectively. The GO and KEGG analyses showed that the DEGs were mainly involved in plant hormone signal transduction, flavonoid biosynthesis, and other metabolite metabolic processes. The comprehensive analysis revealed that caffeoyl-CoA 3-O-methyltransferase (Cluster-28704.45358 and Cluster-28704.50421) was up-regulated in the red strain but down-regulated in the yellow strain, while Peonidin 3-O-glucoside chloride and Pelargonidin 3-O-beta-D-glucoside were up-regulated in both the red and yellow strains. By successfully integrating the analyses on the behavior of pigment accumulation, dynamics of flavonoids, and differentially expressed genes with omics tools, the regulation mechanisms underlying leaf coloring in red maple at the transcriptomic and metabolomic levels were demonstrated, and the results provide valuable information for further research on gene function in red maple. Published version This study was financially supported by the Research Foundation of Education Bureau of Hunan Province, China (Grant No. 20C0938), the science and technology innovation Program of Hunan Province (Grant No. 2021RC2082), the Key project of Hunan Provincial Department of Education (Grant No. 22A0155), The Forestry Science and Technology Innovation Foundation of Hunan Province for Distinguished Young Scholarship (Grant No. XLKJ202205), the Open Project of Horticulture Discipline of Hunan Agricultural University (Grant No. 2021YYXK001), the National Innovation and Entrepreneurship Training Program for College Students (Grant No. 202112653017X), and the Innovation and Entrepreneurship Training Program of Hunan Province for College Students (Grant No. 201941937227). 2023-07-31T05:53:54Z 2023-07-31T05:53:54Z 2023 Journal Article Luo, Y., Deng, M., Zhang, X., Zhang, D., Cai, W., Long, Y., Xiong, X. & Li, Y. (2023). Integrative transcriptomic and metabolomic analysis reveals the molecular mechanism of red maple (Acer rubrum L.) leaf coloring. Metabolites, 13(4), 464-. https://dx.doi.org/10.3390/metabo13040464 2218-1989 https://hdl.handle.net/10356/169694 10.3390/metabo13040464 37110123 2-s2.0-85153778322 4 13 464 en Metabolites © 2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Science::Biological sciences
Acer Rubrum L
Transcriptomics
spellingShingle Science::Biological sciences
Acer Rubrum L
Transcriptomics
Luo, Yuanyuan
Deng, Min
Zhang, Xia
Zhang, Damao
Cai, Wenqi
Long, Yuelin
Xiong, Xingyao
Li, Yanlin
Integrative transcriptomic and metabolomic analysis reveals the molecular mechanism of red maple (Acer rubrum L.) leaf coloring
description This study employed a combination of ultraviolet spectrophotometry, LC-ESI-MS/MS system, and RNA-sequencing technology; the extracts and isolation of total RNA from the red and yellow leaf strains of red maple (Acer rubrum L.) at different developmental stages were subjected to an intercomparison of the dynamic content of chlorophyll and total anthocyanin, flavonoid metabolite fingerprinting, and gene expression. The metabonomic results indicated that one hundred and ninety-two flavonoids were identified, which could be classified into eight categories in the red maple leaves. Among them, 39% and 19% were flavones and flavonols, respectively. The metabolomic analysis identified 23, 32, 24, 24, 38, and 41 DAMs in the AR1018r vs. AR1031r comparison, the AR1018r vs. AR1119r comparison, the AR1031r vs. AR1119r comparison, the AR1018y vs. AR1031y comparison, the AR1018y vs. AR1119y comparison, and the AR1031y vs. AR1119y comparison, respectively. In total, 6003 and 8888 DEGs were identified in AR1018r vs. AR1031r comparison and in the AR1018y vs. AR1031y comparison, respectively. The GO and KEGG analyses showed that the DEGs were mainly involved in plant hormone signal transduction, flavonoid biosynthesis, and other metabolite metabolic processes. The comprehensive analysis revealed that caffeoyl-CoA 3-O-methyltransferase (Cluster-28704.45358 and Cluster-28704.50421) was up-regulated in the red strain but down-regulated in the yellow strain, while Peonidin 3-O-glucoside chloride and Pelargonidin 3-O-beta-D-glucoside were up-regulated in both the red and yellow strains. By successfully integrating the analyses on the behavior of pigment accumulation, dynamics of flavonoids, and differentially expressed genes with omics tools, the regulation mechanisms underlying leaf coloring in red maple at the transcriptomic and metabolomic levels were demonstrated, and the results provide valuable information for further research on gene function in red maple.
author2 School of Biological Sciences
author_facet School of Biological Sciences
Luo, Yuanyuan
Deng, Min
Zhang, Xia
Zhang, Damao
Cai, Wenqi
Long, Yuelin
Xiong, Xingyao
Li, Yanlin
format Article
author Luo, Yuanyuan
Deng, Min
Zhang, Xia
Zhang, Damao
Cai, Wenqi
Long, Yuelin
Xiong, Xingyao
Li, Yanlin
author_sort Luo, Yuanyuan
title Integrative transcriptomic and metabolomic analysis reveals the molecular mechanism of red maple (Acer rubrum L.) leaf coloring
title_short Integrative transcriptomic and metabolomic analysis reveals the molecular mechanism of red maple (Acer rubrum L.) leaf coloring
title_full Integrative transcriptomic and metabolomic analysis reveals the molecular mechanism of red maple (Acer rubrum L.) leaf coloring
title_fullStr Integrative transcriptomic and metabolomic analysis reveals the molecular mechanism of red maple (Acer rubrum L.) leaf coloring
title_full_unstemmed Integrative transcriptomic and metabolomic analysis reveals the molecular mechanism of red maple (Acer rubrum L.) leaf coloring
title_sort integrative transcriptomic and metabolomic analysis reveals the molecular mechanism of red maple (acer rubrum l.) leaf coloring
publishDate 2023
url https://hdl.handle.net/10356/169694
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