TY - JOUR
T1 - Time-series transcriptomic analysis reveals novel gene modules that control theanine biosynthesis in tea plant (Camellia sinensis)
AU - Cao, Haisheng
AU - He, Xiaolong
AU - Du, Jinke
AU - Zhang, Rui
AU - Chen, Ying
AU - Ma, Yong
AU - Chen, Qi
AU - Fang, Congbing
AU - Ho, Chi Tang
AU - Zhang, Shihua
AU - Wan, Xiaochun
N1 - Funding Information:
Funding: This work was funded by grants from Fund of National Natural Science Foundation of China (31301248) and the Natural Science Foundation of Anhui Province (No.1608085MC66). The funder had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript. The authors would like to acknowledge the valuable comments and suggestions of the Academic Editor, and the referee. These led to a considerable improvement in the paper.
Publisher Copyright:
© 2020 Cao et al.
PY - 2020/9
Y1 - 2020/9
N2 - Theanine (thea) is a unique non-protein amino acid in tea plant (Camellia sinensis) and one of the most important small molecular compounds for tea quality and health effects. The molecular mechanism that maintains thea biosynthesis is not clear but may be reflected in complicated biological networks as other secondary metabolites in plants. We performed an integrative transcriptomic analysis of tea seedlings bud and leave over the time-course of ethylamine (EA) treatment that activated thea pathway. We identified 54 consistent differentially expressed genes (cDEGs, 25 upregulated and 29 downregulated) during thea activation. Gene Ontology (GO) functional enrichment analysis of upregulated genes and downregulated genes showed that they may function as a cascade of biological events during their cooperative contribution to thea biosynthesis. Among the total cDEGs, a diversity of functional genes (e.g., enzymes, transcription factors, transport and binding proteins) were identified, indicating a hierarchy of gene control network underlying thea biosynthesis. A gene network associated with thea biosynthesis was modeled and three interconnected gene functional modules were identified. Among the gene modules, several topologically important genes (e.g., CsBCS-1, CsRP, CsABC2) were experimentally validated using a combined thea content and gene expression analysis. Collectively, we presented here for the first time a comprehensive landscape of the biosynthetic mechanism of thea controlled by a underling gene network, which might provide a theoretical basis for the identification of key genes that contribute to thea biosynthesis.
AB - Theanine (thea) is a unique non-protein amino acid in tea plant (Camellia sinensis) and one of the most important small molecular compounds for tea quality and health effects. The molecular mechanism that maintains thea biosynthesis is not clear but may be reflected in complicated biological networks as other secondary metabolites in plants. We performed an integrative transcriptomic analysis of tea seedlings bud and leave over the time-course of ethylamine (EA) treatment that activated thea pathway. We identified 54 consistent differentially expressed genes (cDEGs, 25 upregulated and 29 downregulated) during thea activation. Gene Ontology (GO) functional enrichment analysis of upregulated genes and downregulated genes showed that they may function as a cascade of biological events during their cooperative contribution to thea biosynthesis. Among the total cDEGs, a diversity of functional genes (e.g., enzymes, transcription factors, transport and binding proteins) were identified, indicating a hierarchy of gene control network underlying thea biosynthesis. A gene network associated with thea biosynthesis was modeled and three interconnected gene functional modules were identified. Among the gene modules, several topologically important genes (e.g., CsBCS-1, CsRP, CsABC2) were experimentally validated using a combined thea content and gene expression analysis. Collectively, we presented here for the first time a comprehensive landscape of the biosynthetic mechanism of thea controlled by a underling gene network, which might provide a theoretical basis for the identification of key genes that contribute to thea biosynthesis.
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U2 - 10.1371/journal.pone.0238175
DO - 10.1371/journal.pone.0238175
M3 - Article
C2 - 32911493
AN - SCOPUS:85090819032
SN - 1932-6203
VL - 15
JO - PloS one
JF - PloS one
IS - 9 September 2020
M1 - e0238175
ER -