Department of Electrical and Computer Engineering, University of Delaware, Newark, Delaware.
Department of Electrical and Computer Engineering, University of Delaware, Newark, Delaware; Department of Biomedical Engineering, University of Delaware, Newark, Delaware.
Biophys J. 2021 Dec 21;120(24):5564-5574. doi: 10.1016/j.bpj.2021.11.013. Epub 2021 Nov 11.
Biomolecular clocks are key drivers of oscillatory dynamics in diverse biological processes including cell-cycle regulation, circadian rhythms, and pattern formation during development. A minimal clock implementation is based on the classical Goodwin oscillator, in which a repressor protein inhibits its own synthesis via time-delayed negative feedback. Clock motifs, however, do not exist in isolation; its components are open to interacting with the complex environment inside cells. For example, there are ubiquitous high-affinity binding sites along the genome, known as decoys, where transcription factors such as repressor proteins can potentially interact. This binding affects the availability of transcription factors and has often been ignored in theoretical studies. How does such genomic decoy binding impact the clock's robustness and precision? To address this question, we systematically analyze deterministic and stochastic models of the Goodwin oscillator in the presence of reversible binding of the repressor to a finite number of decoy sites. Our analysis reveals that the relative stability of decoy-bound repressors compared to the free repressor plays distinct roles on the emergence and precision of oscillations. Interestingly, active degradation of the bound repressor can induce sustained oscillations that are otherwise absent without decoys. In contrast, decoy abundances can kill oscillation dynamics if the bound repressor is protected from degradation. Taking into account low copy-number fluctuations in clock components, we show that the degradation of the bound repressors enhances precision by attenuating noise in both the amplitude and period of oscillations. Overall, these results highlight the versatile role of otherwise hidden decoys in shaping the stochastic dynamics of biological clocks and emphasize the importance of synthetic decoys in designing robust clocks.
生物分子钟是多种生物过程中振荡动力学的关键驱动因素,包括细胞周期调控、昼夜节律和发育过程中的模式形成。一个基本的时钟实现是基于经典的Goodwin 振荡器,其中抑制蛋白通过时滞负反馈抑制自身的合成。然而,时钟模体并不是孤立存在的;其组件可以与细胞内的复杂环境相互作用。例如,基因组上存在普遍存在的高亲和力结合位点,称为诱饵,转录因子如抑制蛋白可以潜在地与之相互作用。这种结合影响转录因子的可用性,在理论研究中经常被忽略。这种基因组诱饵结合如何影响时钟的鲁棒性和精度?为了解决这个问题,我们系统地分析了 Goodwin 振荡器在抑制蛋白可逆结合到有限数量的诱饵位点存在的情况下的确定性和随机模型。我们的分析表明,与自由抑制蛋白相比,诱饵结合抑制蛋白的相对稳定性在振荡的出现和精度上起着不同的作用。有趣的是,与没有诱饵时相比,结合抑制蛋白的主动降解可以诱导持续的振荡。相反,如果结合的抑制蛋白不受降解的保护,诱饵丰度可能会杀死振荡动力学。考虑到时钟组件的低拷贝数波动,我们表明,结合抑制蛋白的降解通过减弱振荡幅度和周期的噪声来提高精度。总的来说,这些结果突出了隐藏的诱饵在塑造生物钟的随机动力学方面的多功能作用,并强调了设计稳健时钟时合成诱饵的重要性。