Ronen Michal, Botstein David
Department of Genetics, Stanford University School of Medicine, Stanford, CA 94305, USA.
Proc Natl Acad Sci U S A. 2006 Jan 10;103(2):389-94. doi: 10.1073/pnas.0509978103. Epub 2005 Dec 28.
To understand the dynamics of transcriptional response to changing environments, well defined, easily controlled, and short-term perturbation experiments were undertaken. We subjected steady-state cultures of Saccharomyces cerevisiae in chemostats growing on limiting galactose to two different size pulses of glucose, well known to be a preferred carbon source. Although these pulses were not large enough to change growth rates or cell size, approximately 25% of the genes changed their expression at least 2-fold. Using DNA microarrays to estimate mRNA abundance, we found a number of distinguishable patterns of transcriptional response among the many genes whose expression changed. Many of these genes were already known to be regulated by particular transcription factors; we estimated five potentially relevant transcription factor activities from the observed changes in gene expression (i.e., Mig1p, Gal4p, Cat8p, Rgt1p, Adr1p, and Rcs1p). With these estimates, for two regulatory circuits involving interaction among multiple regulators we could generate dynamical models that quantitatively account for the observed transcriptional responses to the transient perturbations.
为了理解转录对变化环境的响应动态,我们进行了定义明确、易于控制且短期的扰动实验。我们将在恒化器中以限制性半乳糖为碳源生长的酿酒酵母稳态培养物,给予两个不同大小的葡萄糖脉冲,葡萄糖是众所周知的优质碳源。尽管这些脉冲不足以改变生长速率或细胞大小,但约25%的基因表达至少变化了2倍。使用DNA微阵列来估计mRNA丰度,我们在许多表达发生变化的基因中发现了一些可区分的转录响应模式。其中许多基因已知受特定转录因子调控;我们根据观察到的基因表达变化估计了五种潜在相关的转录因子活性(即Mig1p、Gal4p、Cat8p、Rgt1p、Adr1p和Rcs1p)。基于这些估计,对于涉及多个调节因子相互作用的两个调控回路,我们可以生成动力学模型,定量解释观察到的对瞬时扰动的转录响应。