Division of labor in metabolic regulation by transcription, translation, acetylation and phosphorylation
AbstractThe metabolism of most organisms is controlled by a diverse cast of regulatory processes, including transcriptional regulation and post-translational modifications (PTMs). Yet how metabolic control is distributed between these regulatory processes is unknown. Here we present Comparative Analysis of Regulators of Metabolism (CAROM), an approach that compares regulators based on network connectivity, flux, and essentiality of their reaction targets. Using CAROM, we analyze transcriptome, proteome, acetylome and phospho-proteome dynamics during transition to stationary phase in E. coli and S. cerevisiae. CAROM uncovered that the targets of each regulatory process shared unique metabolic properties: growth-limiting reactions were regulated by acetylation, while isozymes and futile-cycles were preferentially regulated by phosphorylation. Reversibility, essentiality, and molecular-weight further distinguished reactions controlled through diverse mechanisms. While every enzyme can be potentially regulated by multiple mechanisms, analysis of context-specific datasets reveals a conserved partitioning of metabolic regulation based on reaction attributes.Author summaryThere are several ways to regulate an enzyme’s activity in a cell. Yet, the design principles that determine when an enzyme is regulated by transcription, translation or post-translational modifications are unknown. Each control mechanism, such as transcription, comprises several regulators that control a distinct set of targets. So far, it is unclear if similar partitioning of targets occurs at a higher level, between different control mechanisms. Here we systematically analyze patterns of metabolic regulation in model microbes. We find that five key parameters can distinguish the targets of each mechanism. These key parameters provide insights on specific roles played by each mechanism in determining overall metabolic activity. This approach may help define the basic regulatory architecture of metabolic networks.