Samir Parimal, Slaughter James C, Link Andrew J
Department of Biochemistry, Vanderbilt University School of Medicine, Nashville, Tennessee, United States of America.
Department of Applied Mathematics, University of Waterloo, Waterloo, Ontario, Canada.
PLoS One. 2015 Aug 6;10(8):e0134099. doi: 10.1371/journal.pone.0134099. eCollection 2015.
Ultimately, the genotype of a cell and its interaction with the environment determine the cell's biochemical state. While the cell's response to a single stimulus has been studied extensively, a conceptual framework to model the effect of multiple environmental stimuli applied concurrently is not as well developed. In this study, we developed the concepts of environmental interactions and epistasis to explain the responses of the S. cerevisiae proteome to simultaneous environmental stimuli. We hypothesize that, as an abstraction, environmental stimuli can be treated as analogous to genetic elements. This would allow modeling of the effects of multiple stimuli using the concepts and tools developed for studying gene interactions. Mirroring gene interactions, our results show that environmental interactions play a critical role in determining the state of the proteome. We show that individual and complex environmental stimuli behave similarly to genetic elements in regulating the cellular responses to stimuli, including the phenomena of dominance and suppression. Interestingly, we observed that the effect of a stimulus on a protein is dominant over other stimuli if the response to the stimulus involves the protein. Using publicly available transcriptomic data, we find that environmental interactions and epistasis regulate transcriptomic responses as well.
最终,细胞的基因型及其与环境的相互作用决定了细胞的生化状态。虽然细胞对单一刺激的反应已得到广泛研究,但用于模拟同时施加多种环境刺激效果的概念框架却尚未得到充分发展。在本研究中,我们提出了环境相互作用和上位性的概念,以解释酿酒酵母蛋白质组对同时存在的环境刺激的反应。我们假设,作为一种抽象概念,环境刺激可被视为类似于遗传元件。这将使得能够使用为研究基因相互作用而开发的概念和工具来模拟多种刺激的效果。与基因相互作用类似,我们的结果表明环境相互作用在决定蛋白质组状态方面起着关键作用。我们发现,个体和复杂的环境刺激在调节细胞对刺激的反应(包括显性和抑制现象)方面与遗传元件表现相似。有趣的是,我们观察到,如果对某一刺激的反应涉及某一蛋白质,那么该刺激对该蛋白质的影响会比其他刺激更具主导性。利用公开可用的转录组数据,我们发现环境相互作用和上位性也会调节转录组反应。