Modeling Immunity to Malaria with an Age-Structured PDE Framework

疟疾 免疫 基本再生数 传输(电信) 疾病 传染病(医学专业) 流行病模型 接种疫苗 免疫学 生物 免疫系统 医学 计算机科学 环境卫生 人口 内科学 电信
作者
Zhuolin Qu,Denis Patterson,Lauren M. Childs,Christina J. Edholm,Joan Ponce,Olivia Prosper,Lihong Zhao
出处
期刊:Cornell University - arXiv
标识
DOI:10.48550/arxiv.2112.12721
摘要

Malaria is one of the deadliest infectious diseases globally, causing hundreds of thousands of deaths each year. It disproportionately affects young children, with two-thirds of fatalities occurring in under-fives. Individuals acquire protection from disease through repeated exposure, and this immunity plays a crucial role in the dynamics of malaria spread. We develop a novel age-structured PDE malaria model, which couples vector-host epidemiological dynamics with immunity dynamics. Our model tracks the acquisition and loss of anti-disease immunity during transmission and its corresponding nonlinear feedback onto the transmission parameters. We derive the basic reproduction number ($\mathcal{R}_0$) as the threshold condition for the stability of disease-free equilibrium; we also interpret $\mathcal{R}_0$ probabilistically as a weighted sum of cases generated by infected individuals at different infectious stages and different ages. We parametrize our model using demographic and immunological data from sub-Saharan regions. Numerical bifurcation analysis demonstrates the existence of an endemic equilibrium, and we observe a forward bifurcation in $\mathcal{R}_0$. Our numerical simulations reproduce the heterogeneity in the age distributions of immunity profiles and infection status created by frequent exposure. Motivated by the recently approved RTS,S vaccine, we also study the impact of vaccination; our results show a reduction in severe disease among young children but a small increase in severe malaria among older children due to lower acquired immunity from delayed exposure.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
隐形曼青应助dido采纳,获得10
刚刚
刚刚
Jasper应助糊涂的小甜瓜采纳,获得10
刚刚
传奇3应助爱喝汤的番茄采纳,获得10
1秒前
核桃应助Della采纳,获得50
2秒前
领导范儿应助讲真的采纳,获得10
3秒前
5461321984651完成签到,获得积分10
3秒前
Lucas应助cc采纳,获得10
3秒前
香蕉觅云应助怡然颦采纳,获得10
4秒前
huanglanlan发布了新的文献求助30
4秒前
孙熙源完成签到,获得积分10
4秒前
5秒前
莫喜欢完成签到,获得积分10
5秒前
6秒前
赘婿应助痴情的玫瑰采纳,获得10
7秒前
慕青应助zhuluosheng采纳,获得10
7秒前
Orange应助段盼兰采纳,获得10
8秒前
QIE发布了新的文献求助40
8秒前
9秒前
9秒前
xiaoliu发布了新的文献求助10
10秒前
HXU完成签到,获得积分10
10秒前
11秒前
了喔啰完成签到,获得积分10
12秒前
Drpei发布了新的文献求助10
12秒前
李若水完成签到,获得积分10
12秒前
ruru完成签到,获得积分10
14秒前
14秒前
14秒前
怡然颦完成签到,获得积分20
14秒前
15秒前
15秒前
哈哈哈发布了新的文献求助10
16秒前
简单酒窝完成签到,获得积分10
16秒前
讲真的发布了新的文献求助10
17秒前
完美的冷珍完成签到,获得积分20
18秒前
18秒前
19秒前
www发布了新的文献求助10
19秒前
20秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
晶种分解过程与铝酸钠溶液混合强度关系的探讨 8888
Les Mantodea de Guyane Insecta, Polyneoptera 2000
Leading Academic-Practice Partnerships in Nursing and Healthcare: A Paradigm for Change 800
Signals, Systems, and Signal Processing 610
The Sage Handbook of Digital Labour 600
The formation of Australian attitudes towards China, 1918-1941 600
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 物理 内科学 复合材料 催化作用 物理化学 光电子学 电极 细胞生物学 基因 无机化学
热门帖子
关注 科研通微信公众号,转发送积分 6416763
求助须知:如何正确求助?哪些是违规求助? 8235894
关于积分的说明 17493618
捐赠科研通 5469616
什么是DOI,文献DOI怎么找? 2889606
邀请新用户注册赠送积分活动 1866587
关于科研通互助平台的介绍 1703745