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Noise Characteristics of Molecular Oscillations in Simple Genetic Oscillatory Systems

Authors
Min, ByungjoonGoh, K-IKim, I. -M.
Issue Date
3월-2010
Publisher
KOREAN PHYSICAL SOC
Keywords
Stochastic oscillation; Genetic network; Dynamic Monte Carlo; Noise propagation
Citation
JOURNAL OF THE KOREAN PHYSICAL SOCIETY, v.56, no.3, pp.911 - 917
Indexed
SCIE
SCOPUS
KCI
Journal Title
JOURNAL OF THE KOREAN PHYSICAL SOCIETY
Volume
56
Number
3
Start Page
911
End Page
917
URI
https://scholar.korea.ac.kr/handle/2021.sw.korea/116916
DOI
10.3938/jkps.56.911
ISSN
0374-4884
Abstract
We study the noise characteristics of stochastic oscillations in protein number dynamics of simple genetic oscillatory systems. Using the three-component negative feedback transcription regulatory system called the repressilator as a prototypical example, we quantify the degree of fluctuations in oscillation periods and amplitudes, as well as the noise propagation along the regulatory cascade in the stable oscillation regime via dynamic Monte Carlo simulations. For the single protein-species level, the fluctuation in the oscillation amplitudes is found to be larger than that of the oscillation periods, the distributions of which are reasonably described by the Weibull distribution and the Gaussian tail, respectively. Correlations between successive periods and between successive amplitudes, respectively, are measured to assess the noise propagation properties, which are found to decay faster for the amplitude than for the period. The local fluctuation property is also studied.
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