Modeling HIV-1 viral capsid nucleation by dynamical systems

被引:6
|
作者
Sadre-Marandi, Farrah [1 ]
Liu, Yuewu [2 ]
Liu, Jiangguo [1 ]
Tavener, Simon [1 ]
Zou, Xiufen [2 ]
机构
[1] Colorado State Univ, Dept Math, Ft Collins, CO 80523 USA
[2] Wuhan Univ, Sch Math & Stat, Wuhan 430072, Hubei, Peoples R China
基金
中国国家自然科学基金; 美国国家科学基金会;
关键词
Capsid; Dimers; Dynamical systems; Hexamers; HIV-1; Sensitivity analysis; STRUCTURAL BIOLOGY; ASSEMBLY KINETICS; RECONSTRUCTIONS;
D O I
10.1016/j.mbs.2015.10.007
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
There are two stages generally recognized in the viral capsid assembly: nucleation and elongation. This paper focuses on the nucleation stage and develops mathematical models for HIV-1 viral capsid nucleation based on six-species dynamical systems. The Particle Swarm Optimization (PSO) algorithm is used for parameter fitting to estimate the association and dissociation rates from biological experiment data. Numerical simulations of capsid protein (CA) multimer concentrations demonstrate a good agreement with experimental data. Sensitivity and elasticity analysis of CA multimer concentrations with respect to the association and dissociation rates further reveals the importance of CA trimer-of- dirners in the nucleation stage of viral capsid self-assembly. (C) 2015 Elsevier Inc. All rights reserved.
引用
收藏
页码:95 / 105
页数:11
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