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一种用于评估疫苗接种方案影响的新型计算机模型及其在沙眼衣原体生殖道感染研究中的应用。

A new computer model for estimating the impact of vaccination protocols and its application to the study of Chlamydia trachomatis genital infections.

作者信息

de la Maza M A, de la Maza L M

机构信息

Numinous Noetics Group, Massachusetts Institute of Technology, Cambridge 02139-3563, USA.

出版信息

Vaccine. 1995 Jan;13(1):119-27. doi: 10.1016/0264-410x(95)80022-6.

Abstract

We describe a new computer model for studying the impact of vaccination protocols on the prevalence of disease. This state transition model uses two parameters, the forward rate and the cure rate, that are derived from epidemiological data to compute the percentage of individuals infected in the population. The cure rate is the percentage of individuals that are cured within one time step (which in this study is one year) and the forward rate is used to calculate the number of new infections due to transmission. The forward rate and the cure rate are incorporated into an update function that has the property that if the vaccination efficacy is 0%, or no vaccination is applied, then the percentage of individuals infected stays constant. We present computer simulations of this model designed to assess the influence of two variables on the prevalence of Chlamydia trachomatis infection in a study population. More specifically, we determined the effect of vaccines with efficacies ranging from 50% to 100% and we analysed the impact on the population for vaccines efficacious for periods of 10, 20 and 40 years. The results of the computer simulation show that even the least efficacious vaccination programme rapidly decreases the prevalence of C. trachomatis infection in the population. On the other hand, a vaccine that is efficacious for a period of only 1 year had minimal impact on the prevalence of the disease in the total population.

摘要

我们描述了一种用于研究疫苗接种方案对疾病流行率影响的新计算机模型。这种状态转换模型使用两个参数,即前进速率和治愈率,它们源自流行病学数据,用于计算人群中被感染个体的百分比。治愈率是指在一个时间步长(在本研究中为一年)内被治愈的个体百分比,前进速率用于计算因传播导致的新感染数量。前进速率和治愈率被纳入一个更新函数,该函数具有这样的特性:如果疫苗效力为0%,或者未进行疫苗接种,那么被感染个体的百分比将保持不变。我们展示了该模型的计算机模拟结果,旨在评估两个变量对研究人群中沙眼衣原体感染流行率的影响。更具体地说,我们确定了效力在50%至100%之间的疫苗的效果,并分析了效力持续10年、20年和40年的疫苗对人群的影响。计算机模拟结果表明,即使是效力最低的疫苗接种计划也能迅速降低人群中沙眼衣原体感染的流行率。另一方面,一种仅在1年内有效的疫苗对总人口中该疾病的流行率影响极小。

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