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将转录非相干前馈环与负反馈相结合的工程原理。

The engineering principles of combining a transcriptional incoherent feedforward loop with negative feedback.

作者信息

Reeves Gregory T

机构信息

Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, NC 27695 USA.

出版信息

J Biol Eng. 2019 Jul 10;13:62. doi: 10.1186/s13036-019-0190-3. eCollection 2019.

Abstract

BACKGROUND

Regulation of gene expression is of paramount importance in all living systems. In the past two decades, it has been discovered that certain motifs, such as the feedforward motif, are overrepresented in gene regulatory circuits. Feedforward loops are also ubiquitous in process control engineering, and are nearly always structured so that one branch has the opposite effect of the other, which is a structure known as an "incoherent" feedforward loop in biology. In engineered systems, feedforward control loops are subject to several engineering constraints, including that (1) they are finely-tuned so that the system returns to the original steady state after a disturbance occurs (perfect adaptation), (2) they are typically only implemented in the combination with negative feedback, and (3) they can greatly improve the stability and dynamical characteristics of the conjoined negative feedback loop. On the other hand, in biology, incoherent feedforward loops can serve many purposes, one of which may be perfect adaptation. It is an open question as to whether those that achieve perfect adaptation are subject to the above engineering principles.

RESULTS

We analyzed an incoherent feedforward gene regulatory motif from the standpoint of the above engineering principles. In particular, we showed that an incoherent feedforward loop Type 1 (I1-FFL), from within a gene regulatory circuit, can be finely-tuned for perfect adaptation after a stimulus, and that the robustness of this behavior is increased by the presence of moderate negative feedback. In addition, we analyzed the advantages of adding a feedforward loop to a system that already operated under negative feedback, and found that the dynamical properties of the combined feedforward/feedback system were superior.

CONCLUSIONS

Our analysis shows that many of the engineering principles used in engineering design of feedforward control are also applicable to feedforward loops in biological systems. We speculate that principles found in other domains of engineering may also be applicable to analogous structures in biology.

摘要

背景

基因表达调控在所有生命系统中至关重要。在过去二十年中,人们发现某些基序,如前馈基序,在基因调控回路中过度富集。前馈回路在过程控制工程中也无处不在,并且几乎总是构建成一个分支的作用与另一个分支相反,这种结构在生物学中被称为“非相干”前馈回路。在工程系统中,前馈控制回路受到多种工程约束,包括:(1)它们经过精细调整,以便系统在干扰发生后能回到原始稳态(完美适应);(2)它们通常仅与负反馈结合实施;(3)它们能极大地改善联合负反馈回路的稳定性和动态特性。另一方面,在生物学中,非相干前馈回路可发挥多种作用,其中之一可能是完美适应。实现完美适应的那些回路是否遵循上述工程原理仍是一个悬而未决的问题。

结果

我们从上述工程原理的角度分析了一个非相干前馈基因调控基序。具体而言,我们表明基因调控回路中的1型非相干前馈回路(I1-FFL)在受到刺激后可进行精细调整以实现完美适应,并且适度负反馈的存在会增强这种行为的稳健性。此外,我们分析了在已处于负反馈运行的系统中添加前馈回路的优势,发现前馈/反馈组合系统的动态特性更优。

结论

我们的分析表明,前馈控制工程设计中使用的许多工程原理也适用于生物系统中的前馈回路。我们推测在工程其他领域发现的原理可能也适用于生物学中的类似结构。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/92d5/6617889/775e6d243ee5/13036_2019_190_Fig1_HTML.jpg

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