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Combined Metabolome and Transcriptome Analysis Elucidates Sugar Accumulation in Wucai (Brassica campestris L.)

Wucai (Brassica campestris L.) is a leafy vegetable that originated in China, its soluble sugars accumulate significantly to improve taste quality during maturation, and it is widely accepted by consumers. In this study, we investigated the soluble sugar content at different developmental stages. Tw...

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Autores principales: Wang, Chenggang, Zhou, Jiajie, Zhang, Shengnan, Gao, Xun, Yang, Yitao, Hou, Jinfeng, Chen, Guohu, Tang, Xiaoyan, Wu, Jianqiang, Yuan, Lingyun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10003340/
https://www.ncbi.nlm.nih.gov/pubmed/36902245
http://dx.doi.org/10.3390/ijms24054816
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author Wang, Chenggang
Zhou, Jiajie
Zhang, Shengnan
Gao, Xun
Yang, Yitao
Hou, Jinfeng
Chen, Guohu
Tang, Xiaoyan
Wu, Jianqiang
Yuan, Lingyun
author_facet Wang, Chenggang
Zhou, Jiajie
Zhang, Shengnan
Gao, Xun
Yang, Yitao
Hou, Jinfeng
Chen, Guohu
Tang, Xiaoyan
Wu, Jianqiang
Yuan, Lingyun
author_sort Wang, Chenggang
collection PubMed
description Wucai (Brassica campestris L.) is a leafy vegetable that originated in China, its soluble sugars accumulate significantly to improve taste quality during maturation, and it is widely accepted by consumers. In this study, we investigated the soluble sugar content at different developmental stages. Two periods including 34 days after planting (DAP) and 46 DAP, which represent the period prior to and after sugar accumulation, respectively, were selected for metabolomic and transcriptomic profiling. Differentially accumulated metabolites (DAMs) were mainly enriched in the pentose phosphate pathway, galactose metabolism, glycolysis/gluconeogenesis, starch and sucrose metabolism, and fructose and mannose metabolism. By orthogonal projection to latent structures-discriminant s-plot (OPLS-DA S-plot) and MetaboAnalyst analyses, D-galactose and β-D-glucose were identified as the major components of sugar accumulation in wucai. Combined with the transcriptome, the pathway of sugar accumulation and the interact network between 26 DEGs and the two sugars were mapped. CWINV4, CEL1, BGLU16, and BraA03g023380.3C had positive correlations with the accumulation of sugar accumulation in wucai. The lower expression of BraA06g003260.3C, BraA08g002960.3C, BraA05g019040.3C, and BraA05g027230.3C promoted sugar accumulation during the ripening of wucai. These findings provide insights into the mechanisms underlying sugar accumulation during commodity maturity, providing a basis for the breeding of sugar-rich wucai cultivars.
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spelling pubmed-100033402023-03-11 Combined Metabolome and Transcriptome Analysis Elucidates Sugar Accumulation in Wucai (Brassica campestris L.) Wang, Chenggang Zhou, Jiajie Zhang, Shengnan Gao, Xun Yang, Yitao Hou, Jinfeng Chen, Guohu Tang, Xiaoyan Wu, Jianqiang Yuan, Lingyun Int J Mol Sci Article Wucai (Brassica campestris L.) is a leafy vegetable that originated in China, its soluble sugars accumulate significantly to improve taste quality during maturation, and it is widely accepted by consumers. In this study, we investigated the soluble sugar content at different developmental stages. Two periods including 34 days after planting (DAP) and 46 DAP, which represent the period prior to and after sugar accumulation, respectively, were selected for metabolomic and transcriptomic profiling. Differentially accumulated metabolites (DAMs) were mainly enriched in the pentose phosphate pathway, galactose metabolism, glycolysis/gluconeogenesis, starch and sucrose metabolism, and fructose and mannose metabolism. By orthogonal projection to latent structures-discriminant s-plot (OPLS-DA S-plot) and MetaboAnalyst analyses, D-galactose and β-D-glucose were identified as the major components of sugar accumulation in wucai. Combined with the transcriptome, the pathway of sugar accumulation and the interact network between 26 DEGs and the two sugars were mapped. CWINV4, CEL1, BGLU16, and BraA03g023380.3C had positive correlations with the accumulation of sugar accumulation in wucai. The lower expression of BraA06g003260.3C, BraA08g002960.3C, BraA05g019040.3C, and BraA05g027230.3C promoted sugar accumulation during the ripening of wucai. These findings provide insights into the mechanisms underlying sugar accumulation during commodity maturity, providing a basis for the breeding of sugar-rich wucai cultivars. MDPI 2023-03-02 /pmc/articles/PMC10003340/ /pubmed/36902245 http://dx.doi.org/10.3390/ijms24054816 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/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/).
spellingShingle Article
Wang, Chenggang
Zhou, Jiajie
Zhang, Shengnan
Gao, Xun
Yang, Yitao
Hou, Jinfeng
Chen, Guohu
Tang, Xiaoyan
Wu, Jianqiang
Yuan, Lingyun
Combined Metabolome and Transcriptome Analysis Elucidates Sugar Accumulation in Wucai (Brassica campestris L.)
title Combined Metabolome and Transcriptome Analysis Elucidates Sugar Accumulation in Wucai (Brassica campestris L.)
title_full Combined Metabolome and Transcriptome Analysis Elucidates Sugar Accumulation in Wucai (Brassica campestris L.)
title_fullStr Combined Metabolome and Transcriptome Analysis Elucidates Sugar Accumulation in Wucai (Brassica campestris L.)
title_full_unstemmed Combined Metabolome and Transcriptome Analysis Elucidates Sugar Accumulation in Wucai (Brassica campestris L.)
title_short Combined Metabolome and Transcriptome Analysis Elucidates Sugar Accumulation in Wucai (Brassica campestris L.)
title_sort combined metabolome and transcriptome analysis elucidates sugar accumulation in wucai (brassica campestris l.)
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10003340/
https://www.ncbi.nlm.nih.gov/pubmed/36902245
http://dx.doi.org/10.3390/ijms24054816
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