Hyman James M, Li Jia
Theoretical Division, MS-B284, Center for Nonlinear Studies, Los Alamos National Laboratory, Los Alamos, NM 87545, USA.
J Math Biol. 2005 Jun;50(6):626-44. doi: 10.1007/s00285-004-0301-7. Epub 2004 Dec 20.
We formulate compartmental differential susceptibility (DS) susceptible-infective-removed (SIR) models by dividing the susceptible population into multiple subgroups according to the susceptibility of individuals in each group. We analyze the impact of disease-induced mortality in the situations where the number of contacts per individual is either constant or proportional to the total population. We derive an explicit formula for the reproductive number of infection for each model by investigating the local stability of the infection-free equilibrium. We further prove that the infection-free equilibrium of each model is globally asymptotically stable by qualitative analysis of the dynamics of the model system and by utilizing an appropriately chosen Liapunov function. We show that if the reproductive number is greater than one, then there exists a unique endemic equilibrium for all of the DS models studied in this paper. We prove that the endemic equilibrium is locally asymptotically stable for the models with no disease-induced mortality and the models with contact numbers proportional to the total population. We also provide sufficient conditions for the stability of the endemic equilibrium for other situations. We briefly discuss applications of the DS models to optimal vaccine strategies and the connections between the DS models and predator-prey models with multiple prey populations or host-parasitic interaction models with multiple hosts are also given.
我们通过根据每组个体的易感性将易感人群划分为多个亚组,来构建分区差分易感性(DS)易感-感染-移除(SIR)模型。我们分析了在个体接触数恒定或与总人口成比例的情况下,疾病诱导死亡率的影响。通过研究无感染平衡点的局部稳定性,我们为每个模型推导了感染繁殖数的显式公式。通过对模型系统动力学进行定性分析并利用适当选择的李雅普诺夫函数,我们进一步证明了每个模型的无感染平衡点是全局渐近稳定的。我们表明,如果繁殖数大于1,那么本文研究的所有DS模型都存在唯一的地方病平衡点。我们证明,对于没有疾病诱导死亡率的模型以及接触数与总人口成比例的模型,地方病平衡点是局部渐近稳定的。我们还给出了其他情况下地方病平衡点稳定性的充分条件。我们简要讨论了DS模型在最优疫苗策略中的应用,并给出了DS模型与具有多个猎物种群的捕食-猎物模型或具有多个宿主的宿主-寄生相互作用模型之间的联系。