Global analysis of an age-structured tuberculosis model with an application to Jiangsu, China.

IF 2.2 4区 数学 Q2 BIOLOGY
Shuanglin Jing, Ling Xue, Hao Wang, Zhihang Peng
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Abstract

Diagnostic delay for TB infected individuals and the lack of TB vaccines for adults are the main challenges to achieve the goals of WHO by 2050. In order to evaluate the impacts of diagnostic delay and vaccination for adults on prevalence of TB, we propose an age-structured model with latent age and infection age, and we incorporate Mycobacterium TB in the environment and vaccination into the model. Diagnostic delay is indicated by the age of infection before receiving treatment. The threshold dynamics are established in terms of the basic reproduction number R 0 . When R 0 < 1 , the disease-free equilibrium is globally asymptotically stable, which means that TB epidemic will die out; When R 0 = 1 , the disease-free equilibrium is globally attractive; there exists a unique endemic equilibrium and the endemic equilibrium is globally attractive when R 0 > 1 . We estimate that the basic reproduction number R 0 = 0.5320 (95% CI (0.3060, 0.7556)) in Jiangsu Province, which means that TB epidemic will die out. However, we find that the annual number of new TB cases by 2050 is 1,151 (95%CI: (138, 8,014)), which means that it is challenging to achieve the goal of WHO by 2050. To this end, we evaluate the possibility of achieving the goals of WHO if we start vaccinating adults and reduce diagnostic delay in 2025. Our results demonstrate that when the diagnostic delay is reduced from longer than four months to four months, or 20% adults are vaccinated, the goal of WHO in 2050 can be achieved, and 73,137 (95%CI: (23,906, 234,086)) and 54,828 (95%CI: (15,811, 206,468)) individuals will be prevented from being infected from 2025 to 2050, respectively. The modeling approaches and simulation results used in this work can help policymakers design control measures to reduce the prevalence of TB.

年龄结构结核病模型的全球分析及在中国江苏的应用。
结核病感染者的诊断延迟和成人结核病疫苗的缺乏是实现世界卫生组织 2050 年目标的主要挑战。为了评估成人结核病诊断延迟和疫苗接种对结核病流行的影响,我们提出了一个具有潜伏年龄和感染年龄的年龄结构模型,并将环境中的结核分枝杆菌和疫苗接种纳入模型。诊断延迟由接受治疗前的感染年龄表示。阈值动态是根据基本繁殖数 R 0 确定的。当 R 0 为 1 时,无病均衡是全局渐近稳定的,这意味着结核病流行将消亡;当 R 0 = 1 时,无病均衡是全局有吸引力的;当 R 0 > 1 时,存在唯一的流行均衡,且流行均衡是全局有吸引力的。我们估计江苏省的基本繁殖数 R 0 = 0.5320 (95% CI (0.3060, 0.7556)),这意味着结核病流行将消亡。然而,我们发现,到 2050 年,每年新发结核病病例数为 1,151 例(95%CI:(138, 8,014)),这意味着到 2050 年实现世界卫生组织的目标具有挑战性。为此,我们评估了如果从 2025 年开始为成人接种疫苗并减少诊断延迟,实现世界卫生组织目标的可能性。我们的结果表明,如果诊断延迟时间从四个月以上缩短到四个月,或者 20% 的成年人接种疫苗,就可以实现世卫组织 2050 年的目标,从 2025 年到 2050 年,将分别有 73,137 人(95%CI:(23,906, 234,086)) 和 54,828 人(95%CI:(15,811, 206,468)) 不受感染。本研究中使用的建模方法和模拟结果可以帮助政策制定者设计控制措施,降低结核病的流行率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
3.30
自引率
5.30%
发文量
120
审稿时长
6 months
期刊介绍: The Journal of Mathematical Biology focuses on mathematical biology - work that uses mathematical approaches to gain biological understanding or explain biological phenomena. Areas of biology covered include, but are not restricted to, cell biology, physiology, development, neurobiology, genetics and population genetics, population biology, ecology, behavioural biology, evolution, epidemiology, immunology, molecular biology, biofluids, DNA and protein structure and function. All mathematical approaches including computational and visualization approaches are appropriate.
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