模拟安全套使用和性接触模式之间的相关性对性传播感染动态的影响。

Q1 Mathematics
Nao Yamamoto, Keisuke Ejima, Hiroshi Nishiura
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引用次数: 0

摘要

背景:性活跃人群,即有多个或同时有多个性伴侣的人群,被认为是性传播感染(STI)的高风险人群,但他们可能更了解这种风险,并可能表现出更多地使用安全套。本研究的目的是利用数学模型研究安全套的使用与性接触模式之间的相关性,并阐明其对 STI 传播动态的影响:性接触模式的定义可以很宽泛,但我们关注两个具体方面:(i) 伴侣关系类型(即稳定伴侣关系还是临时伴侣关系);(ii) 是否同时存在(即与单个伴侣还是多个伴侣)。我们对已发表的研究进行了系统回顾和荟萃分析,分析了从流行病学角度研究安全套使用与性接触模式之间关系的文献。随后,我们采用了流行病学模型,计算了有并发症和无并发症情况下的繁殖数量,以便利用数学模型明确研究安全套使用的相应覆盖率及其与是否存在并发症的相关性。将该模型与荟萃分析估算出的参数以及其他假定参数相结合,研究了有多个性伴侣的人口比例变化对繁殖数量的影响:根据系统综述,我们发现在与临时性伴侣的性接触中,使用安全套的人数多于与固定伴侣的性接触。此外,有多个性伴侣的人比只有一个性伴侣的人更频繁地使用安全套。我们的数学模型显示,有效繁殖数量与有多个性伴侣者的比例之间存在正相关关系。然而,通过采用比经验估计值稍高的多个性伴侣使用安全套的相对风险值,这种关系被逆转为负相关:结论:根据安全套使用与是否存在并发症之间的相关性,有多个性伴侣者的比例与繁殖数量之间的关联可以逆转,这表明性活跃人群不一定是鼓励使用安全套的主要目标人群(也就是说,在某些情况下,性不那么活跃的人也可以成为目标人群)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Modelling the impact of correlations between condom use and sexual contact pattern on the dynamics of sexually transmitted infections.

Modelling the impact of correlations between condom use and sexual contact pattern on the dynamics of sexually transmitted infections.

Modelling the impact of correlations between condom use and sexual contact pattern on the dynamics of sexually transmitted infections.

Modelling the impact of correlations between condom use and sexual contact pattern on the dynamics of sexually transmitted infections.

Background: It is believed that sexually active people, i.e. people having multiple or concurrent sexual partners, are at a high risk of sexually transmitted infections (STI), but they are likely to be more aware of the risk and may exhibit greater fraction of the use of condom. The purpose of the present study is to examine the correlation between condom use and sexual contact pattern and clarify its impact on the transmission dynamics of STIs using a mathematical model.

Methods: The definition of sexual contact pattern can be broad, but we focus on two specific aspects: (i) type of partnership (i.e. steady or casual partnership) and (ii) existence of concurrency (i.e. with single or multiple partners). Systematic review and meta-analysis of published studies are performed, analysing literature that epidemiologically examined the relationship between condom use and sexual contact pattern. Subsequently, we employ an epidemiological model and compute the reproduction number that accounts for with and without concurrency so that the corresponding coverage of condom use and its correlation with existence of concurrency can be explicitly investigated using the mathematical model. Combining the model with parameters estimated from the meta-analysis along with other assumed parameters, the impact of varying the proportion of population with multiple partners on the reproduction number is examined.

Results: Based on systematic review, we show that a greater number of people used condoms during sexual contact with casual partners than with steady partners. Furthermore, people with multiple partners use condoms more frequently than people with a single partner alone. Our mathematical model revealed a positive relationship between the effective reproduction number and the proportion of people with multiple partners. Nevertheless, the association was reversed to be negative by employing a slightly greater value of the relative risk of condom use for people with multiple partners than that empirically estimated.

Conclusions: Depending on the correlation between condom use and the existence of concurrency, association between the proportion of people with multiple partners and the reproduction number can be reversed, suggesting the sexually active population is not necessary a primary target population to encourage condom use (i.e., sexually less active individuals could equivalently be a target in some cases).

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来源期刊
Theoretical Biology and Medical Modelling
Theoretical Biology and Medical Modelling MATHEMATICAL & COMPUTATIONAL BIOLOGY-
自引率
0.00%
发文量
0
审稿时长
6-12 weeks
期刊介绍: Theoretical Biology and Medical Modelling is an open access peer-reviewed journal adopting a broad definition of "biology" and focusing on theoretical ideas and models associated with developments in biology and medicine. Mathematicians, biologists and clinicians of various specialisms, philosophers and historians of science are all contributing to the emergence of novel concepts in an age of systems biology, bioinformatics and computer modelling. This is the field in which Theoretical Biology and Medical Modelling operates. We welcome submissions that are technically sound and offering either improved understanding in biology and medicine or progress in theory or method.
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