4.5 Article

Diverse role of decoys on emergence and precision of oscillations in a biomolecular clock

Journal

BIOPHYSICAL JOURNAL
Volume 120, Issue 24, Pages 5564-5574

Publisher

CELL PRESS
DOI: 10.1016/j.bpj.2021.11.013

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Funding

  1. NSF [ECCS-1711548]
  2. NIH [5R01GM124446]
  3. ARO [W911NF-19-1-0243]

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Biomolecular clocks drive oscillatory dynamics in various biological processes, but their interactions with environmental factors like genomic decoys can impact their robustness and precision. Analysis of the Goodwin oscillator models in the presence of decoy binding reveals that stability of bound repressors affects oscillation emergence and precision. Degradation of bound repressors can enhance precision by reducing noise in amplitude and period of oscillations.
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.

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