Mathematical Modeling and Nonlinear Dynamical Analysis of Cell Growth in Response to Antibiotics

被引:12
|
作者
Jin, Suoqin [1 ]
Niu, Lili [1 ]
Wang, Gang [1 ]
Zou, Xiufen [1 ]
机构
[1] Wuhan Univ, Sch Math & Stat, Wuhan 430072, Peoples R China
来源
基金
中国国家自然科学基金;
关键词
Dynamical system; bistability; antibiotic resistance; positive loops; bifurcation; GENE-EXPRESSION; RESISTANCE; FEEDBACK; CONSTRUCTION; SELECTION; SYSTEMS;
D O I
10.1142/S0218127415400076
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
This study is devoted to the revelation of the dynamical mechanisms of cell growth in response to antibiotics. We establish a mathematical model of ordinary differential equations for an antibiotic-resistant growth system with one positive feedback loop. We perform a dynamical analysis of the behavior of this model system. We present adequate sets of conditions that can guarantee the existence and stability of biologically-reasonable steady states. Using bifurcation analysis and numerical simulation, we show that the relative growth rate, which is defined as the ratio of the cell growth rate to the basal cell growth rate in the absence of antibiotics, can exhibit bistable behavior in an extensive range of parameters that correspond to a growth state and a nongrowth state in biology. We discover that both antibiotic and antibiotic resistance genes can cooperatively enhance bistability, whereas the cooperative coefficient of feedback can contribute to the onset of bistability. These results would contribute to a better understanding of not only the evolution of antibiotics but also the emergence of drug resistance in other diseases.
引用
收藏
页数:12
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