Key Laboratory of Eco-environments in Three Gorges Reservoir Region, School of Mathematics and Statistics, Southwest University, Chongqing, 400715, China.
Bull Math Biol. 2019 Jul;81(7):2625-2648. doi: 10.1007/s11538-019-00621-0. Epub 2019 Jun 3.
A mathematical model is proposed to simulate the "shock-kill" strategy where broadly neutralizing antibodies (bNAbs) are injected with a combination of HIV latency activators to reduce persistent HIV reservoirs. The basic reproductive ratio of virus is computed to extrapolate how the combinational therapy of inducers and antibodies affects the persistence of HIV infection. Numerical simulations demonstrate that a proper combination of inducers and bNAbs can drive the basic reproductive ratio below unity. Interestingly, it is found that a longer dosage interval leads to the higher HIV survival opportunity and a smaller dosage interval is preferred, which is fundamental to design an optimal therapeutic scheme. Further simulations reveal the conditions under which the joint therapy of inducer and antibodies induces a large extension of viral rebound time, which highlights the mechanism of delayed viral rebound from the experiment (Halper-Stromberg et al. in Cell 158:989-999, 2014). Optimal time for cessation of treatment is also analyzed to aid practical applications.
提出了一个数学模型来模拟“冲击杀伤”策略,即联合使用广谱中和抗体(bNAbs)和 HIV 潜伏期激活剂来减少持续性 HIV 储库。计算病毒的基本繁殖率,以推断诱导剂和抗体的组合治疗如何影响 HIV 感染的持续性。数值模拟表明,诱导剂和 bNAbs 的适当组合可以使基本繁殖率低于 1。有趣的是,研究发现较长的给药间隔会导致 HIV 存活机会更高,而较短的给药间隔更受欢迎,这对设计最佳治疗方案至关重要。进一步的模拟揭示了诱导剂和抗体联合治疗导致病毒反弹时间大大延长的条件,这突出了从实验中延迟病毒反弹的机制(Halper-Stromberg 等人,Cell 158:989-999, 2014)。还分析了停止治疗的最佳时间,以辅助实际应用。