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Integrated metabolic, transcriptomic and chromatin accessibility analyses provide novel insights into the competition for anthocyanins and flavonols biosynthesis during fruit ripening in red apple

Fruit ripening is accompanied by a wide range of metabolites and global changes in gene expression that are regulated by various factors. In this study, we investigated the molecular differences in red apple ‘Hongmantang’ fruits at three ripening stages (PS1, PS5 and PS9) through a comprehensive ana...

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Autores principales: Cheng, Chunzhen, Guo, Ziwei, Li, Hua, Mu, Xiaopeng, Wang, Pengfei, Zhang, Shuai, Yang, Tingzhen, Cai, Huacheng, Wang, Qian, Lü, Peitao, Zhang, Jiancheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9540549/
https://www.ncbi.nlm.nih.gov/pubmed/36212335
http://dx.doi.org/10.3389/fpls.2022.975356
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author Cheng, Chunzhen
Guo, Ziwei
Li, Hua
Mu, Xiaopeng
Wang, Pengfei
Zhang, Shuai
Yang, Tingzhen
Cai, Huacheng
Wang, Qian
Lü, Peitao
Zhang, Jiancheng
author_facet Cheng, Chunzhen
Guo, Ziwei
Li, Hua
Mu, Xiaopeng
Wang, Pengfei
Zhang, Shuai
Yang, Tingzhen
Cai, Huacheng
Wang, Qian
Lü, Peitao
Zhang, Jiancheng
author_sort Cheng, Chunzhen
collection PubMed
description Fruit ripening is accompanied by a wide range of metabolites and global changes in gene expression that are regulated by various factors. In this study, we investigated the molecular differences in red apple ‘Hongmantang’ fruits at three ripening stages (PS1, PS5 and PS9) through a comprehensive analysis of metabolome, transcriptome and chromatin accessibility. Totally, we identified 341 and 195 differentially accumulated metabolites (DAMs) in comparison I (PS5_vs_PS1) and comparison II (PS9_vs_PS5), including 57 and 23 differentially accumulated flavonoids (DAFs), respectively. Intriguingly, among these DAFs, anthocyanins and flavonols showed opposite patterns of variation, suggesting a possible competition between their biosynthesis. To unveil the underlying mechanisms, RNA-Seq and ATAC-Seq analyses were performed. A total of 852 DEGs significantly enriched in anthocyanin metabolism and 128 differential accessible regions (DARs) significantly enriched by MYB-related motifs were identified as up-regulated in Comparison I but down-regulated in Comparison II. Meanwhile, the 843 DEGs significantly enriched in phenylalanine metabolism and the 364 DARs significantly enriched by bZIP-related motifs showed opposite trends. In addition, four bZIPs and 14 MYBs were identified as possible hub genes regulating the biosynthesis of flavonols and anthocyanins. Our study will contribute to the understanding of anthocyanins and flavonols biosynthesis competition in red apple fruits during ripening.
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spelling pubmed-95405492022-10-08 Integrated metabolic, transcriptomic and chromatin accessibility analyses provide novel insights into the competition for anthocyanins and flavonols biosynthesis during fruit ripening in red apple Cheng, Chunzhen Guo, Ziwei Li, Hua Mu, Xiaopeng Wang, Pengfei Zhang, Shuai Yang, Tingzhen Cai, Huacheng Wang, Qian Lü, Peitao Zhang, Jiancheng Front Plant Sci Plant Science Fruit ripening is accompanied by a wide range of metabolites and global changes in gene expression that are regulated by various factors. In this study, we investigated the molecular differences in red apple ‘Hongmantang’ fruits at three ripening stages (PS1, PS5 and PS9) through a comprehensive analysis of metabolome, transcriptome and chromatin accessibility. Totally, we identified 341 and 195 differentially accumulated metabolites (DAMs) in comparison I (PS5_vs_PS1) and comparison II (PS9_vs_PS5), including 57 and 23 differentially accumulated flavonoids (DAFs), respectively. Intriguingly, among these DAFs, anthocyanins and flavonols showed opposite patterns of variation, suggesting a possible competition between their biosynthesis. To unveil the underlying mechanisms, RNA-Seq and ATAC-Seq analyses were performed. A total of 852 DEGs significantly enriched in anthocyanin metabolism and 128 differential accessible regions (DARs) significantly enriched by MYB-related motifs were identified as up-regulated in Comparison I but down-regulated in Comparison II. Meanwhile, the 843 DEGs significantly enriched in phenylalanine metabolism and the 364 DARs significantly enriched by bZIP-related motifs showed opposite trends. In addition, four bZIPs and 14 MYBs were identified as possible hub genes regulating the biosynthesis of flavonols and anthocyanins. Our study will contribute to the understanding of anthocyanins and flavonols biosynthesis competition in red apple fruits during ripening. Frontiers Media S.A. 2022-09-23 /pmc/articles/PMC9540549/ /pubmed/36212335 http://dx.doi.org/10.3389/fpls.2022.975356 Text en Copyright © 2022 Cheng, Guo, Li, Mu, Wang, Zhang, Yang, Cai, Wang, Lü and Zhang https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Plant Science
Cheng, Chunzhen
Guo, Ziwei
Li, Hua
Mu, Xiaopeng
Wang, Pengfei
Zhang, Shuai
Yang, Tingzhen
Cai, Huacheng
Wang, Qian
Lü, Peitao
Zhang, Jiancheng
Integrated metabolic, transcriptomic and chromatin accessibility analyses provide novel insights into the competition for anthocyanins and flavonols biosynthesis during fruit ripening in red apple
title Integrated metabolic, transcriptomic and chromatin accessibility analyses provide novel insights into the competition for anthocyanins and flavonols biosynthesis during fruit ripening in red apple
title_full Integrated metabolic, transcriptomic and chromatin accessibility analyses provide novel insights into the competition for anthocyanins and flavonols biosynthesis during fruit ripening in red apple
title_fullStr Integrated metabolic, transcriptomic and chromatin accessibility analyses provide novel insights into the competition for anthocyanins and flavonols biosynthesis during fruit ripening in red apple
title_full_unstemmed Integrated metabolic, transcriptomic and chromatin accessibility analyses provide novel insights into the competition for anthocyanins and flavonols biosynthesis during fruit ripening in red apple
title_short Integrated metabolic, transcriptomic and chromatin accessibility analyses provide novel insights into the competition for anthocyanins and flavonols biosynthesis during fruit ripening in red apple
title_sort integrated metabolic, transcriptomic and chromatin accessibility analyses provide novel insights into the competition for anthocyanins and flavonols biosynthesis during fruit ripening in red apple
topic Plant Science
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9540549/
https://www.ncbi.nlm.nih.gov/pubmed/36212335
http://dx.doi.org/10.3389/fpls.2022.975356
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