Ueda Hiroki R, Hayashi Satoko, Matsuyama Shinichi, Yomo Tetsuya, Hashimoto Seiichi, Kay Steve A, Hogenesch John B, Iino Masamitsu
Laboratory for Systems Biology, Center for Developmental Biology, RIKEN, 2-2-3 Minatojima-minamimachi, Chuo-ku, Kobe, Hyogo 650-0047, Japan.
Proc Natl Acad Sci U S A. 2004 Mar 16;101(11):3765-9. doi: 10.1073/pnas.0306244101. Epub 2004 Mar 3.
Highly parallel experimental biology is offering opportunities to not just accomplish work more easily, but to explore for underlying governing principles. Recent analysis of the large-scale organization of gene expression has revealed its complex and dynamic nature. However, the underlying dynamics that generate complex gene expression and cellular organization are not yet understood. To comprehensively and quantitatively elucidate these underlying gene expression dynamics, we have analyzed genome-wide gene expression in many experimental conditions in Escherichia coli, Saccharomyces cerevisiae, Arabidopsis thaliana, Drosophila melanogaster, Mus musculus, and Homo sapiens. Here we demonstrate that the gene expression dynamics follows the same and surprisingly simple principle from E. coli to human, where gene expression changes are proportional to their expression levels, and show that this "proportional" dynamics or "rich-travel-more" mechanism can regenerate the observed complex and dynamic organization of the transcriptome. These findings provide a universal principle in the regulation of gene expression, show how complex and dynamic organization can emerge from simple underlying dynamics, and demonstrate the flexibility of transcription across a wide range of expression levels.
高度并行的实验生物学不仅为更轻松地完成工作提供了机会,还为探索潜在的 governing 原则提供了机会。最近对基因表达大规模组织的分析揭示了其复杂和动态的性质。然而,产生复杂基因表达和细胞组织的潜在动态尚未被理解。为了全面和定量地阐明这些潜在的基因表达动态,我们分析了大肠杆菌、酿酒酵母、拟南芥、黑腹果蝇、小家鼠和智人在许多实验条件下的全基因组基因表达。在这里,我们证明从大肠杆菌到人类,基因表达动态遵循相同且惊人简单的原则,即基因表达变化与其表达水平成正比,并表明这种“比例”动态或“富者行更远”机制可以重现观察到的转录组复杂和动态的组织。这些发现提供了基因表达调控的普遍原则,展示了复杂和动态的组织如何从简单的潜在动态中出现,并证明了转录在广泛表达水平上的灵活性。