Literature DB >> 31403784

Gene Coexpression Networks Reveal Key Drivers of Flavonoid Variation in Eleven Tea Cultivars (Camellia sinensis).

Chao Zheng1, Jian-Qiang Ma1, Jie-Dan Chen1, Chun-Lei Ma1, Wei Chen1, Ming-Zhe Yao1, Liang Chen1.   

Abstract

Following the recent completion of the draft genome sequence of the tea plant, high-throughput decoding of gene function, especially for those involved in complex secondary metabolic pathways, has become a major challenge. Here, we profiled the metabolome and transcriptome of 11 tea cultivars, and then illustrated a weighted gene coexpression network analysis (WGCNA)-based system biological strategy to interpret metabolomic flux, predict gene functions, and mine key regulators involved in the flavonoid biosynthesis pathway. We constructed a multilayered regulatory network, which integrated the gene coexpression relationship with the microRNA target and promoter cis-regulatory element information. This allowed us to reveal new uncharacterized TFs (e.g., MADSs, WRKYs, and SBPs) and microRNAs (including 17 conserved and 15 novel microRNAs) that are potentially implicated in different steps of the catechin biosynthesis. Furthermore, we applied metabolic-signature-based association method to capture additional key regulators involved in catechin pathway. This provides important clues for the functional characterization of five SCPL1A acyltransferase family members, which might be implicated in the production balance of anthocyanins, galloylated catechins, and proanthocyanins. Application of an "omics"-based system biology strategy should facilitate germplasm utilization and provide valuable resources for tea quality improvement.

Entities:  

Keywords:  catechin biosynthesis; functional genomics; metabolomic flux; weighted gene coexpression network (WGCNA); widely targeted metabolomics

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Year:  2019        PMID: 31403784     DOI: 10.1021/acs.jafc.9b04422

Source DB:  PubMed          Journal:  J Agric Food Chem        ISSN: 0021-8561            Impact factor:   5.279


  3 in total

1.  Genome-wide miRNA analysis and integrated network for flavonoid biosynthesis in Osmanthus fragrans.

Authors:  Yong Shi; Heng Xia; Xiaoting Cheng; Libin Zhang
Journal:  BMC Genomics       Date:  2021-02-27       Impact factor: 3.969

2.  Metabolism of Gallic Acid and Its Distributions in Tea (Camellia sinensis) Plants at the Tissue and Subcellular Levels.

Authors:  Xiaochen Zhou; Lanting Zeng; Yingjuan Chen; Xuewen Wang; Yinyin Liao; Yangyang Xiao; Xiumin Fu; Ziyin Yang
Journal:  Int J Mol Sci       Date:  2020-08-08       Impact factor: 5.923

3.  Metabolome and Transcriptome Analysis Reveals Putative Genes Involved in Anthocyanin Accumulation and Coloration in White and Pink Tea (Camellia sinensis) Flower.

Authors:  Caibi Zhou; Xin Mei; Dylan O'Neill Rothenberg; Zaibo Yang; Wenting Zhang; Shihua Wan; Haijun Yang; Lingyun Zhang
Journal:  Molecules       Date:  2020-01-02       Impact factor: 4.411

  3 in total

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