CHARACTERIZATION OF INTRINSIC AND EXTRINSIC NOISE EFFECTS IN POSITIVELY REGULATED GENES

被引:0
|
作者
Vazquez-Jimenez, Aaron [1 ]
Santillan, Moises [1 ]
Rodriguez-Gonzalez, Jesus [1 ]
机构
[1] Ctr Invest & Estudios Avanzados IPN, Untidad Monterrey, Via Conocimiento 201,Parque PIIT, Apodaca 66600, NL, Mexico
基金
芬兰科学院;
关键词
Positive Feedback Loop; Extrinsic Noise; Intrinsic Noise; Stochastic Gene Expression; Correlation; EXPRESSION; FLUCTUATIONS; OPERON;
D O I
10.1142/S0218339019500165
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Gene regulation is fundamental for cell survival. This regulation must be both robust to noise and sensitive enough to external stimuli to elicit the proper responses. In this work, we study, through stochastic numerical simulations, how a gene regulatory network with a positive feedback loop responds to environmental changes in the presence of intrinsic and extrinsic noises. Noise effects were characterized by measuring the statistical differences between two protein time series resulting from identical systems subject to the same source of extrinsic noise. A robust analysis was implemented by modifying the kinetic system parameters. We found that the common source of time-varying extrinsic fluctuations leads to a correlation in the systems it affects. The correlation and the extrinsic and intrinsic noise components are modulated by the update period and noise intensity parameters. Our results suggest that noise perception is controlled through the parameters associated with the response time: degradation rates and promoter dissociation constant.
引用
收藏
页码:383 / 398
页数:16
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