MicroTom Metabolic Network: Rewiring Tomato Metabolic Regulatory Network throughout the Growth Cycle

生物 代谢网络 生物技术 代谢途径 代谢调节 计算生物学 新陈代谢 生物化学
作者
Yan Li,Yang Chen,Lu Zhou,Sheng‐Jie You,Heng Deng,Ya Chen,Saleh Alseekh,Yong Yuan,Rao Fu,Zixin Zhang,Dan Su,Alisdair R. Fernie,Mondher Bouzayen,Tao Ma,Mingchun Liu,Yang Zhang
出处
期刊:Molecular Plant [Elsevier BV]
卷期号:13 (8): 1203-1218 被引量:233
标识
DOI:10.1016/j.molp.2020.06.005
摘要

Abstract

Tomato (Solanum lycopersicum) is a major horticultural crop worldwide and has emerged as a preeminent model for metabolic research. Although many research efforts have focused on the analysis of metabolite differences between varieties and species, the dynamics of metabolic changes during the tomato growth cycle and the regulatory networks that underlie these changes are poorly understood. In this study, we integrated high-resolution spatio-temporal metabolome and transcriptome data to systematically explore the metabolic landscape across 20 major tomato tissues and growth stages. In the resulting MicroTom Metabolic Network, the 540 detected metabolites and their co-expressed genes could be divided into 10 distinct clusters based on their biological functions. Using this dataset, we constructed a global map of the major metabolic changes that occur throughout the tomato growth cycle and dissected the underlying regulatory network. In addition to verifying previously well-established regulatory networks for important metabolites, we identified novel transcription factors that regulate the biosynthesis of important secondary metabolites such as steroidal glycoalkaloids and flavonoids. Our findings provide insights into spatio-temporal changes in tomato metabolism and generate a valuable resource for the study of metabolic regulatory processes in model plants.
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