Houssein H. Ayoub , Milan Tomy , Hiam Chemaitelly , Ryosuke Omori , Kent Buse , Nicola Low , Sarah Hawkes , Laith J. Abu-Raddad
{"title":"淋病奈瑟菌在女性性工作者和嫖客中的传播动态:数学模型研究。","authors":"Houssein H. Ayoub , Milan Tomy , Hiam Chemaitelly , Ryosuke Omori , Kent Buse , Nicola Low , Sarah Hawkes , Laith J. Abu-Raddad","doi":"10.1016/j.epidem.2024.100785","DOIUrl":null,"url":null,"abstract":"<div><h3>Background</h3><p>This study aimed to examine the transmission dynamics of <em>Neisseria gonorrhoeae</em> (NG) in heterosexual sex work networks (HSWNs) and the impact of variation in sexual behavior and interventions on NG epidemiology.</p></div><div><h3>Methods</h3><p>The study employed an individual-based mathematical model to simulate NG transmission dynamics in sexual networks involving female sex workers (FSWs) and their clients, primarily focusing on the Middle East and North Africa region. A deterministic model was also used to describe NG transmission from clients to their spouses.</p></div><div><h3>Results</h3><p>NG epidemiology in HSWNs displays two distinct patterns. In the common low-partner-number HSWNs, a significant proportion of NG incidence occurs among FSWs, with NG prevalence 13 times higher among FSWs than clients, and three times higher among clients than their spouses. Interventions substantially reduce incidence. Increasing condom use from 10 % to 50 % lowers NG prevalence among FSWs, clients, and their spouses from 12.2 % to 6.4 %, 1.2 % to 0.5 %, and 0.4 % to 0.2 %, respectively. Increasing symptomatic treatment coverage among FSWs from 0 % to 100 % decreases prevalence from 10.6 % to 4.5 %, 0.8 % to 0.4 %, and 0.3 % to 0.1 %, respectively. Increasing asymptomatic treatment coverage among FSWs from 0 % to 50 % decreases prevalence from 8.2 % to 0.4 %, 0.6 % to 0.1 %, and 0.2 % to 0.0 %, respectively, with very low prevalence when coverage exceeds 50 %. In high-partner-number HSWNs, prevalence among FSWs saturates at a high level, and the vast majority of incidence occurs among clients and their spouses, with a limited impact of incremental increases in interventions.</p></div><div><h3>Conclusion</h3><p>NG epidemiology in HSWNs is typically a \"fragile epidemiology\" that is responsive to a range of interventions even if the interventions are incremental, partially efficacious, and only applied to FSWs.</p></div>","PeriodicalId":49206,"journal":{"name":"Epidemics","volume":"48 ","pages":"Article 100785"},"PeriodicalIF":3.0000,"publicationDate":"2024-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S175543652400046X/pdfft?md5=0cbc2180fa22a9a122ea0088659deed4&pid=1-s2.0-S175543652400046X-main.pdf","citationCount":"0","resultStr":"{\"title\":\"Dynamics of Neisseria gonorrhoeae transmission among female sex workers and clients: A mathematical modeling study\",\"authors\":\"Houssein H. Ayoub , Milan Tomy , Hiam Chemaitelly , Ryosuke Omori , Kent Buse , Nicola Low , Sarah Hawkes , Laith J. Abu-Raddad\",\"doi\":\"10.1016/j.epidem.2024.100785\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Background</h3><p>This study aimed to examine the transmission dynamics of <em>Neisseria gonorrhoeae</em> (NG) in heterosexual sex work networks (HSWNs) and the impact of variation in sexual behavior and interventions on NG epidemiology.</p></div><div><h3>Methods</h3><p>The study employed an individual-based mathematical model to simulate NG transmission dynamics in sexual networks involving female sex workers (FSWs) and their clients, primarily focusing on the Middle East and North Africa region. A deterministic model was also used to describe NG transmission from clients to their spouses.</p></div><div><h3>Results</h3><p>NG epidemiology in HSWNs displays two distinct patterns. In the common low-partner-number HSWNs, a significant proportion of NG incidence occurs among FSWs, with NG prevalence 13 times higher among FSWs than clients, and three times higher among clients than their spouses. Interventions substantially reduce incidence. Increasing condom use from 10 % to 50 % lowers NG prevalence among FSWs, clients, and their spouses from 12.2 % to 6.4 %, 1.2 % to 0.5 %, and 0.4 % to 0.2 %, respectively. Increasing symptomatic treatment coverage among FSWs from 0 % to 100 % decreases prevalence from 10.6 % to 4.5 %, 0.8 % to 0.4 %, and 0.3 % to 0.1 %, respectively. Increasing asymptomatic treatment coverage among FSWs from 0 % to 50 % decreases prevalence from 8.2 % to 0.4 %, 0.6 % to 0.1 %, and 0.2 % to 0.0 %, respectively, with very low prevalence when coverage exceeds 50 %. In high-partner-number HSWNs, prevalence among FSWs saturates at a high level, and the vast majority of incidence occurs among clients and their spouses, with a limited impact of incremental increases in interventions.</p></div><div><h3>Conclusion</h3><p>NG epidemiology in HSWNs is typically a \\\"fragile epidemiology\\\" that is responsive to a range of interventions even if the interventions are incremental, partially efficacious, and only applied to FSWs.</p></div>\",\"PeriodicalId\":49206,\"journal\":{\"name\":\"Epidemics\",\"volume\":\"48 \",\"pages\":\"Article 100785\"},\"PeriodicalIF\":3.0000,\"publicationDate\":\"2024-08-05\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.sciencedirect.com/science/article/pii/S175543652400046X/pdfft?md5=0cbc2180fa22a9a122ea0088659deed4&pid=1-s2.0-S175543652400046X-main.pdf\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Epidemics\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S175543652400046X\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"INFECTIOUS DISEASES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Epidemics","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S175543652400046X","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"INFECTIOUS DISEASES","Score":null,"Total":0}
引用次数: 0
摘要
背景:本研究旨在探讨淋病奈瑟菌(NG)在异性性工作网络(HSWNs)中的传播动态,以及性行为和干预措施的变化对 NG 流行病学的影响:研究采用了基于个体的数学模型来模拟女性性工作者(FSWs)及其客户参与的性工作网络中的 NG 传播动态,主要侧重于中东和北非地区。此外,还使用了一个确定性模型来描述嫖客向其配偶传播 NG 的情况:性工作者中的 NG 流行病学显示出两种截然不同的模式。在常见的伴侣人数较少的 HSWNs 中,有很大一部分 NG 发生在 FSWs 中,FSWs 的 NG 感染率是客户的 13 倍,客户的 NG 感染率是其配偶的 3 倍。干预措施可大幅降低发病率。将安全套的使用率从 10% 提高到 50%,可将女性社会工作者、客户及其配偶的 NG 感染率分别从 12.2% 降至 6.4%、1.2% 降至 0.5%、0.4% 降至 0.2%。如果将女性外阴残割者的无症状治疗覆盖率从 0% 提高到 100%,感染率将分别从 10.6% 降至 4.5%、0.8% 降至 0.4%、0.3% 降至 0.1%。如果将对女性外阴残割者的无症状治疗覆盖率从 0% 提高到 50%,感染率将分别从 8.2% 降至 0.4%、0.6% 降至 0.1%、0.2% 降至 0.0%,当覆盖率超过 50%时,感染率将非常低。在性伴侣人数较多的 HSWN 中,FSW 的流行率在较高水平上达到饱和,绝大多数发病率发生在客户及其配偶中,干预措施的逐步增加影响有限:在 HSWNs 中,NG 流行病学是典型的 "脆弱流行病学",对一系列干预措施有反应,即使这些干预措施是渐进的、部分有效的,并且只适用于 FSWs。
Dynamics of Neisseria gonorrhoeae transmission among female sex workers and clients: A mathematical modeling study
Background
This study aimed to examine the transmission dynamics of Neisseria gonorrhoeae (NG) in heterosexual sex work networks (HSWNs) and the impact of variation in sexual behavior and interventions on NG epidemiology.
Methods
The study employed an individual-based mathematical model to simulate NG transmission dynamics in sexual networks involving female sex workers (FSWs) and their clients, primarily focusing on the Middle East and North Africa region. A deterministic model was also used to describe NG transmission from clients to their spouses.
Results
NG epidemiology in HSWNs displays two distinct patterns. In the common low-partner-number HSWNs, a significant proportion of NG incidence occurs among FSWs, with NG prevalence 13 times higher among FSWs than clients, and three times higher among clients than their spouses. Interventions substantially reduce incidence. Increasing condom use from 10 % to 50 % lowers NG prevalence among FSWs, clients, and their spouses from 12.2 % to 6.4 %, 1.2 % to 0.5 %, and 0.4 % to 0.2 %, respectively. Increasing symptomatic treatment coverage among FSWs from 0 % to 100 % decreases prevalence from 10.6 % to 4.5 %, 0.8 % to 0.4 %, and 0.3 % to 0.1 %, respectively. Increasing asymptomatic treatment coverage among FSWs from 0 % to 50 % decreases prevalence from 8.2 % to 0.4 %, 0.6 % to 0.1 %, and 0.2 % to 0.0 %, respectively, with very low prevalence when coverage exceeds 50 %. In high-partner-number HSWNs, prevalence among FSWs saturates at a high level, and the vast majority of incidence occurs among clients and their spouses, with a limited impact of incremental increases in interventions.
Conclusion
NG epidemiology in HSWNs is typically a "fragile epidemiology" that is responsive to a range of interventions even if the interventions are incremental, partially efficacious, and only applied to FSWs.
期刊介绍:
Epidemics publishes papers on infectious disease dynamics in the broadest sense. Its scope covers both within-host dynamics of infectious agents and dynamics at the population level, particularly the interaction between the two. Areas of emphasis include: spread, transmission, persistence, implications and population dynamics of infectious diseases; population and public health as well as policy aspects of control and prevention; dynamics at the individual level; interaction with the environment, ecology and evolution of infectious diseases, as well as population genetics of infectious agents.