Department of Physics, Duke University, Durham, NC 27708, USA.
Phys Biol. 2011 Oct;8(5):055002. doi: 10.1088/1478-3975/8/5/055002. Epub 2011 Aug 10.
Micro-RNAs (miRNAs) play a crucial role in post-transcriptional gene regulation by pairing with target mRNAs to repress protein production. It has been shown that over one-third of human genes are targeted by miRNA. Although hundreds of miRNAs have been identified in mammalian genomes, the function of miRNA-based repression in the context of gene regulation networks still remains unclear. In this study, we explore the functional roles of feedback regulation by miRNAs. In a model where repression of translation occurs by sequestration of mRNA by miRNA, we find that miRNA and mRNA levels are anti-correlated, resulting in larger fluctuation in protein levels than theoretically expected assuming no correlation between miRNA and mRNA levels. If miRNA repression is due to a catalytic suppression of translation rates, we analytically show that the protein fluctuations can be strongly repressed with miRNA regulation. We also discuss how either of these modes may be relevant for cell function.
微小 RNA(miRNA)通过与靶 mRNA 配对来抑制蛋白质的产生,在转录后基因调控中发挥着关键作用。已经表明,超过三分之一的人类基因受到 miRNA 的靶向调控。尽管在哺乳动物基因组中已经鉴定了数百种 miRNA,但 miRNA 介导的抑制在基因调控网络背景下的功能仍然不清楚。在这项研究中,我们探索了 miRNA 反馈调节的功能作用。在通过 miRNA 将 mRNA 隔离来抑制翻译的模型中,我们发现 miRNA 和 mRNA 水平呈负相关,导致蛋白质水平的波动比理论上预期的要大,假设 miRNA 和 mRNA 水平之间没有相关性。如果 miRNA 的抑制是由于对翻译速率的催化抑制,则我们可以分析表明,蛋白质波动可以通过 miRNA 调节得到强烈抑制。我们还讨论了这两种模式如何与细胞功能相关。