Roach Jared C, Smith Kelly D, Strobe Katie L, Nissen Stephanie M, Haudenschild Christian D, Zhou Daixing, Vasicek Thomas J, Held G A, Stolovitzky Gustavo A, Hood Leroy E, Aderem Alan
Institute for Systems Biology, 1441 North 34th Street, Seattle, WA 98103, USA.
Proc Natl Acad Sci U S A. 2007 Oct 9;104(41):16245-50. doi: 10.1073/pnas.0707757104. Epub 2007 Oct 3.
Transcription factors play a key role in integrating and modulating biological information. In this study, we comprehensively measured the changing abundances of mRNAs over a time course of activation of human peripheral-blood-derived mononuclear cells ("macrophages") with lipopolysaccharide. Global and dynamic analysis of transcription factors in response to a physiological stimulus has yet to be achieved in a human system, and our efforts significantly advanced this goal. We used multiple global high-throughput technologies for measuring mRNA levels, including massively parallel signature sequencing and GeneChip microarrays. We identified 92 of 1,288 known human transcription factors as having significantly measurable changes during our 24-h time course. At least 42 of these changes were previously unidentified in this system. Our data demonstrate that some transcription factors operate in a functional range below 10 transcripts per cell, whereas others operate in a range three orders of magnitude greater. The highly reproducible response of many mRNAs indicates feedback control. A broad range of activation kinetics was observed; thus, combinatorial regulation by small subsets of transcription factors would permit almost any timing input to cis-regulatory elements controlling gene transcription.
转录因子在整合和调节生物信息方面发挥着关键作用。在本研究中,我们全面测量了人外周血来源的单核细胞(“巨噬细胞”)用脂多糖激活的时间进程中mRNA丰度的变化。在人类系统中,尚未实现对生理刺激做出响应的转录因子的全局和动态分析,而我们的努力显著推进了这一目标。我们使用了多种全局高通量技术来测量mRNA水平,包括大规模平行签名测序和基因芯片微阵列。我们在1288个人类已知转录因子中鉴定出92个在我们24小时的时间进程中有显著可测量的变化。其中至少42种变化在此系统中以前未被发现。我们的数据表明,一些转录因子在每个细胞低于10个转录本的功能范围内起作用,而其他转录因子在大三倍数量级的范围内起作用。许多mRNA的高度可重复反应表明存在反馈控制。观察到广泛的激活动力学;因此,由小部分转录因子进行的组合调节将允许几乎任何时间输入到控制基因转录的顺式调节元件中。