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Transcriptome co-expression network analysis identifies key genes and regulators of ripening kiwifruit ester biosynthesis

BACKGROUND: Aroma is an important organoleptic quality for fruit and has a large influence on consumer preference. Kiwifruit esters undergo rapid and substantial changes contributing to the flavor during fruit ripening. Part of enzymes and their coding genes have been indicated potential candidates...

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Autores principales: Zhang, Aidi, Zhang, Qiuyun, Li, Jianzhao, Gong, Hansheng, Fan, Xinguang, Yang, Yanqing, Liu, Xiaofen, Yin, Xueren
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7059668/
https://www.ncbi.nlm.nih.gov/pubmed/32138665
http://dx.doi.org/10.1186/s12870-020-2314-9
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author Zhang, Aidi
Zhang, Qiuyun
Li, Jianzhao
Gong, Hansheng
Fan, Xinguang
Yang, Yanqing
Liu, Xiaofen
Yin, Xueren
author_facet Zhang, Aidi
Zhang, Qiuyun
Li, Jianzhao
Gong, Hansheng
Fan, Xinguang
Yang, Yanqing
Liu, Xiaofen
Yin, Xueren
author_sort Zhang, Aidi
collection PubMed
description BACKGROUND: Aroma is an important organoleptic quality for fruit and has a large influence on consumer preference. Kiwifruit esters undergo rapid and substantial changes contributing to the flavor during fruit ripening. Part of enzymes and their coding genes have been indicated potential candidates for flavor-related esters synthesis. However, there still exist obvious gaps in the biosynthetic pathways of esters and the mechanisms regulating ester biosynthesis in kiwifruit remain unknown. RESULTS: Using gas chromatography-mass spectrometry (GC-MS), volatile compounds of kiwifruit were quantified in response to ethylene (ETH, 100 μl/l, 24 h, 20 °C) and 1-methylcyclopropene (1-MCP, 1 μl/l, 24 h, 20 °C). The results indicated that esters showed the most substantial changes enhanced by ethylene and were inhibited by 1-MCP. Correlations between RNA-seq results and concentrations of esters, constructed using Weighted Gene Co-Expression Network Analysis (WGCNA) indicated that three structural genes (fatty acid desaturase, AdFAD1; aldehyde dehydrogenase, AdALDH2; alcohol acyltransferase, AdAT17) had similar expression patterns that paralled the changes in total ester content, and AdFAD1 transcripts exhibited the highest correlation. In order to search for potential regulators for ester biosynthesis, 14 previously reported ethylene-responsive transcription factors (TFs) were included in the correlation analysis with esters and their biosynthetic genes. Using dual-luciferase assay, the in vivo regulatory activities of TFs on ester biosynthetic gene promoters were investigated and the results indicated that AdNAC5 and AdDof4 (DNA binding with one finger) trans-activated and trans-suppressed the AdFAD1 promoter. CONCLUSIONS: The present study advanced the molecular basis of ripening-related ester biosynthesis in kiwifruit by identifying three biosynthetic related genes AdFAD1, AdALDH2 and AdAT17 by transcriptome analysis, and highlighted the function of two TFs by transactivation studies.
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spelling pubmed-70596682020-03-12 Transcriptome co-expression network analysis identifies key genes and regulators of ripening kiwifruit ester biosynthesis Zhang, Aidi Zhang, Qiuyun Li, Jianzhao Gong, Hansheng Fan, Xinguang Yang, Yanqing Liu, Xiaofen Yin, Xueren BMC Plant Biol Research Article BACKGROUND: Aroma is an important organoleptic quality for fruit and has a large influence on consumer preference. Kiwifruit esters undergo rapid and substantial changes contributing to the flavor during fruit ripening. Part of enzymes and their coding genes have been indicated potential candidates for flavor-related esters synthesis. However, there still exist obvious gaps in the biosynthetic pathways of esters and the mechanisms regulating ester biosynthesis in kiwifruit remain unknown. RESULTS: Using gas chromatography-mass spectrometry (GC-MS), volatile compounds of kiwifruit were quantified in response to ethylene (ETH, 100 μl/l, 24 h, 20 °C) and 1-methylcyclopropene (1-MCP, 1 μl/l, 24 h, 20 °C). The results indicated that esters showed the most substantial changes enhanced by ethylene and were inhibited by 1-MCP. Correlations between RNA-seq results and concentrations of esters, constructed using Weighted Gene Co-Expression Network Analysis (WGCNA) indicated that three structural genes (fatty acid desaturase, AdFAD1; aldehyde dehydrogenase, AdALDH2; alcohol acyltransferase, AdAT17) had similar expression patterns that paralled the changes in total ester content, and AdFAD1 transcripts exhibited the highest correlation. In order to search for potential regulators for ester biosynthesis, 14 previously reported ethylene-responsive transcription factors (TFs) were included in the correlation analysis with esters and their biosynthetic genes. Using dual-luciferase assay, the in vivo regulatory activities of TFs on ester biosynthetic gene promoters were investigated and the results indicated that AdNAC5 and AdDof4 (DNA binding with one finger) trans-activated and trans-suppressed the AdFAD1 promoter. CONCLUSIONS: The present study advanced the molecular basis of ripening-related ester biosynthesis in kiwifruit by identifying three biosynthetic related genes AdFAD1, AdALDH2 and AdAT17 by transcriptome analysis, and highlighted the function of two TFs by transactivation studies. BioMed Central 2020-03-06 /pmc/articles/PMC7059668/ /pubmed/32138665 http://dx.doi.org/10.1186/s12870-020-2314-9 Text en © The Author(s). 2020 Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research Article
Zhang, Aidi
Zhang, Qiuyun
Li, Jianzhao
Gong, Hansheng
Fan, Xinguang
Yang, Yanqing
Liu, Xiaofen
Yin, Xueren
Transcriptome co-expression network analysis identifies key genes and regulators of ripening kiwifruit ester biosynthesis
title Transcriptome co-expression network analysis identifies key genes and regulators of ripening kiwifruit ester biosynthesis
title_full Transcriptome co-expression network analysis identifies key genes and regulators of ripening kiwifruit ester biosynthesis
title_fullStr Transcriptome co-expression network analysis identifies key genes and regulators of ripening kiwifruit ester biosynthesis
title_full_unstemmed Transcriptome co-expression network analysis identifies key genes and regulators of ripening kiwifruit ester biosynthesis
title_short Transcriptome co-expression network analysis identifies key genes and regulators of ripening kiwifruit ester biosynthesis
title_sort transcriptome co-expression network analysis identifies key genes and regulators of ripening kiwifruit ester biosynthesis
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7059668/
https://www.ncbi.nlm.nih.gov/pubmed/32138665
http://dx.doi.org/10.1186/s12870-020-2314-9
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