Deciphering transcriptional regulators of banana fruit ripening by regulatory network analysis

Summary Fruit ripening is a critical phase in the production and marketing of fruits. Previous studies have indicated that fruit ripening is a highly coordinated process, mainly regulated at the transcriptional level, in which transcription factors play essential roles. Thus, identifying key transcr...

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Veröffentlicht in:Plant biotechnology journal 2021-03, Vol.19 (3), p.477-489
Hauptverfasser: Kuang, Jian‐Fei, Wu, Chao‐Jie, Guo, Yu‐Fan, Walther, Dirk, Shan, Wei, Chen, Jian‐Ye, Chen, Lin, Lu, Wang‐Jin
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container_issue 3
container_start_page 477
container_title Plant biotechnology journal
container_volume 19
creator Kuang, Jian‐Fei
Wu, Chao‐Jie
Guo, Yu‐Fan
Walther, Dirk
Shan, Wei
Chen, Jian‐Ye
Chen, Lin
Lu, Wang‐Jin
description Summary Fruit ripening is a critical phase in the production and marketing of fruits. Previous studies have indicated that fruit ripening is a highly coordinated process, mainly regulated at the transcriptional level, in which transcription factors play essential roles. Thus, identifying key transcription factors regulating fruit ripening as well as their associated regulatory networks promises to contribute to a better understanding of fruit ripening. In this study, temporal gene expression analyses were performed to investigate banana fruit ripening with the aim to discern the global architecture of gene regulatory networks underlying fruit ripening. Eight time points were profiled covering dynamic changes of phenotypes, the associated physiology and levels of known ripening marker genes. Combining results from a weighted gene co‐expression network analysis (WGCNA) as well as cis‐motif analysis and supported by EMSA, Y1H, tobacco‐, banana‐transactivation experimental results, the regulatory network of banana fruit ripening was constructed, from which 25 transcription factors were identified as prime candidates to regulate the ripening process by modulating different ripening‐related pathways. Our study presents the first global view of the gene regulatory network involved in banana fruit ripening, which may provide the basis for a targeted manipulation of fruit ripening to attain higher banana and loss‐reduced banana commercialization.
doi_str_mv 10.1111/pbi.13477
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Previous studies have indicated that fruit ripening is a highly coordinated process, mainly regulated at the transcriptional level, in which transcription factors play essential roles. Thus, identifying key transcription factors regulating fruit ripening as well as their associated regulatory networks promises to contribute to a better understanding of fruit ripening. In this study, temporal gene expression analyses were performed to investigate banana fruit ripening with the aim to discern the global architecture of gene regulatory networks underlying fruit ripening. Eight time points were profiled covering dynamic changes of phenotypes, the associated physiology and levels of known ripening marker genes. Combining results from a weighted gene co‐expression network analysis (WGCNA) as well as cis‐motif analysis and supported by EMSA, Y1H, tobacco‐, banana‐transactivation experimental results, the regulatory network of banana fruit ripening was constructed, from which 25 transcription factors were identified as prime candidates to regulate the ripening process by modulating different ripening‐related pathways. 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Combining results from a weighted gene co‐expression network analysis (WGCNA) as well as cis‐motif analysis and supported by EMSA, Y1H, tobacco‐, banana‐transactivation experimental results, the regulatory network of banana fruit ripening was constructed, from which 25 transcription factors were identified as prime candidates to regulate the ripening process by modulating different ripening‐related pathways. 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Previous studies have indicated that fruit ripening is a highly coordinated process, mainly regulated at the transcriptional level, in which transcription factors play essential roles. Thus, identifying key transcription factors regulating fruit ripening as well as their associated regulatory networks promises to contribute to a better understanding of fruit ripening. In this study, temporal gene expression analyses were performed to investigate banana fruit ripening with the aim to discern the global architecture of gene regulatory networks underlying fruit ripening. Eight time points were profiled covering dynamic changes of phenotypes, the associated physiology and levels of known ripening marker genes. 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subjects banana
Bananas
Commercialization
Corn
Crops
Fruit - genetics
Fruit - metabolism
fruit ripening
Fruits
Gene expression
Gene Expression Regulation, Plant - genetics
Genomes
Horticulture
Musa - genetics
Musa - metabolism
Network analysis
Phenotypes
Physiology
Plant Proteins - genetics
Plant Proteins - metabolism
Ripening
RNA‐Seq
Tobacco
Transcription factors
Transcription Factors - genetics
Transcription Factors - metabolism
transcriptional regulatory network
WGCNA
title Deciphering transcriptional regulators of banana fruit ripening by regulatory network analysis
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