Role of integrated noise in pathway-specific signal propagation in feed-forward loops.

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Accounts of Chemical Research Pub Date : 2021-06-01 Epub Date: 2021-03-09 DOI:10.1007/s12064-021-00338-6
Mintu Nandi
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引用次数: 1

Abstract

Cells impose optimal noise control mechanism in diverse situations to cope with distinct environmental cues. Sometimes, it is desirable for the cell to utilize fluctuations for noise-driven processes. In other cases, noise can be harmful to the cell to show optimal fitness. It is, therefore, important to unravel the noise propagation mechanism inside the cell. Such noise controlling mechanism is accomplished by using gene transcription regulatory networks. One such gene regulatory network is feed-forward loop, having three regulatory nodes S, X and Y. Here, we consider the most abundant type 1 of coherent and incoherent feed-forward loops with both OR and AND logic functions, forming four different architectures. In OR logic function, the functions representing S and X act additively for the regulation of Y, while in AND logic function, the same functions (S and X) act multiplicatively for the regulation of Y. Measurement of susceptibility of the signal at output Y is done using elasticity of each regulation in FFLs. Using susceptibility, we demonstrate the nature of pathway integration by which one-step and two-step pathways get overlapped. The integration type is competitive for motifs having OR gate, while it is noncompetitive for the same with AND gate. The pathway integration property explains the output noise behavior of the motifs properly but cannot infer about the mechanism by which the upstream noise propagates to output. To account this, the total output noise is decomposed, which results in integrated noise as an additional noise source along with pathway-specific noise components. The integrated noise is found to appear as a consequence of integration between the pathways and has different functional characteristics explaining noise amplification and noise attenuation property of coherent and incoherent feed-forward loops, respectively. The noise decomposition also quantifies the contribution of different noise sources toward total noise. Finally, the noise propagation is being tuned as a function of input signal noise and its time scale of fluctuations, which shows considerable intrinsic noise strength and relatively slow relaxation time scale causes a higher degree of noise propagation in FFLs.

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集成噪声在前馈环路中特定通路信号传播中的作用。
细胞在不同的情况下施加最优的噪声控制机制,以应对不同的环境信号。有时,希望电池在噪声驱动过程中利用波动。在其他情况下,噪音可能对细胞有害,无法显示最佳适应性。因此,弄清噪声在细胞内的传播机制是很重要的。这种噪声控制机制是通过基因转录调控网络来实现的。其中一种基因调控网络是前馈回路,有3个调控节点S、X和y。这里,我们考虑最丰富的具有OR和and逻辑功能的1型连贯和非连贯前馈回路,形成四种不同的结构。在OR逻辑函数中,表示S和X的函数加性地调节Y,而在and逻辑函数中,相同的函数(S和X)乘性地调节Y。在输出Y处信号的磁化率测量是利用ffl中每个调节的弹性来完成的。利用易感性,我们证明了一步和两步路径重叠的路径整合的本质。集成类型对于具有或门的基元具有竞争性,而对于具有与门的基元具有非竞争性。路径集成特性可以很好地解释基元的输出噪声行为,但不能推断上游噪声传播到输出的机制。考虑到这一点,总输出噪声被分解,这导致集成噪声作为一个额外的噪声源以及路径特定的噪声分量。研究发现,积分噪声是通道之间集成的结果,具有不同的功能特征,分别解释了相干和非相干前馈回路的噪声放大和噪声衰减特性。噪声分解还量化了不同噪声源对总噪声的贡献。最后,将噪声传播作为输入信号噪声及其波动时间尺度的函数进行调谐,显示出相当大的固有噪声强度,相对缓慢的松弛时间尺度导致ffl中的噪声传播程度较高。
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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