TY - JOUR
T1 - Stability of a gene transcriptional regulatory system under non-Gaussian noise
AU - Song, Yi
AU - Xu, Wei
N1 - Publisher Copyright:
© 2019
PY - 2020/1
Y1 - 2020/1
N2 - Gene transcription regulation plays a very important role in biological processes, which represents a benefit for the recognition of the nature of life. The escape problem of a gene transcriptional regulatory system has been investigated in several papers. However, little research has been performed on the metastability of the system. Based on the stochastic basin of attraction (SBA), this paper is devoted to the analysis of the stability of the metastable low and high concentration states under non-Gaussian noise. Results reveal that unlike Gaussian white noise, the noise intensity and stability index of non-Gaussian noise cause the two concentration states to be unstable, yet exerting a greater influence on higher concentration states. In addition, the dissipation coefficient of non-Gaussian noise can result in the promotion of the transcription process in gene expression.
AB - Gene transcription regulation plays a very important role in biological processes, which represents a benefit for the recognition of the nature of life. The escape problem of a gene transcriptional regulatory system has been investigated in several papers. However, little research has been performed on the metastability of the system. Based on the stochastic basin of attraction (SBA), this paper is devoted to the analysis of the stability of the metastable low and high concentration states under non-Gaussian noise. Results reveal that unlike Gaussian white noise, the noise intensity and stability index of non-Gaussian noise cause the two concentration states to be unstable, yet exerting a greater influence on higher concentration states. In addition, the dissipation coefficient of non-Gaussian noise can result in the promotion of the transcription process in gene expression.
KW - Non-Gaussian noise
KW - The escape probability
KW - The gene transcriptional regulatory system
KW - The stochastic basin of attraction
UR - http://www.scopus.com/inward/record.url?scp=85072185903&partnerID=8YFLogxK
U2 - 10.1016/j.chaos.2019.109430
DO - 10.1016/j.chaos.2019.109430
M3 - 文章
AN - SCOPUS:85072185903
SN - 0960-0779
VL - 130
JO - Chaos, Solitons and Fractals
JF - Chaos, Solitons and Fractals
M1 - 109430
ER -