Suppr超能文献

随机SIS模型:双宿主群落中两种病原体的混合感染

Stochastic SIS Modelling: Coinfection of Two Pathogens in Two-Host Communities.

作者信息

Abdullahi Auwal, Shohaimi Shamarina, Kilicman Adem, Hafiz Ibrahim Mohd, Salari Nader

机构信息

Institute for Mathematical Research, Universiti Putra Malaysia, 43400 Serdang, Selangor, Malaysia.

Department of Mathematics and Computer Science, Federal University Kashere, Kashere 771103, Nigeria.

出版信息

Entropy (Basel). 2019 Dec 31;22(1):54. doi: 10.3390/e22010054.

Abstract

A pathogen can infect multiple hosts. For example, zoonotic diseases like rabies often colonize both humans and animals. Meanwhile, a single host can sometimes be infected with many pathogens, such as malaria and meningitis. Therefore, we studied two susceptible classes S 1 ( t ) and S 2 ( t ) , each of which can be infected when interacting with two different infectious groups I 1 ( t ) and I 2 ( t ) . The stochastic models were formulated through the continuous time Markov chain (CTMC) along with their deterministic analogues. The statistics for the developed model were studied using the multi-type branching process. Since each epidemic class was assumed to transmit only its own type of pathogen, two reproduction numbers were obtained, in addition to the probability-generating functions of offspring. Thus, these, together with the mean number of infections, were used to estimate the probability of extinction. The initial population of infectious classes can influence their probability of extinction. Understanding the disease extinctions and outbreaks could result in rapid intervention by the management for effective control measures.

摘要

一种病原体可以感染多个宿主。例如,狂犬病等人畜共患病常常在人类和动物中传播。与此同时,单个宿主有时会感染多种病原体,如疟疾和脑膜炎。因此,我们研究了两个易感类别S1(t)和S2(t),每一个在与两个不同的感染群体I1(t)和I2(t)相互作用时都可能被感染。随机模型是通过连续时间马尔可夫链(CTMC)及其确定性类似物建立的。利用多类型分支过程研究了所建立模型的统计特性。由于假定每个流行类别仅传播其自身类型的病原体,除了后代的概率生成函数外,还得到了两个繁殖数。因此,这些连同平均感染数一起被用于估计灭绝概率。感染类别的初始种群会影响其灭绝概率。了解疾病的灭绝和爆发情况可促使管理层迅速采取干预措施以实施有效的控制措施。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/226c/7516484/973ddfa9180b/entropy-22-00054-g001.jpg

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验