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美国基于数学模型预测的淋病筛查对其流行状况的影响。

Estimated Impact of Screening on Gonorrhea Epidemiology in the United States: Insights From a Mathematical Model.

机构信息

Centers for Disease Control and Prevention, Atlanta, GA.

Massachusetts Department of Public Health, Boston, MA.

出版信息

Sex Transm Dis. 2018 Nov;45(11):713-722. doi: 10.1097/OLQ.0000000000000876.

DOI:10.1097/OLQ.0000000000000876
PMID:29894368
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC6813831/
Abstract

UNLABELLED

The burden of gonorrhea infections in the United States is high. There are marked disparities by race/ethnicity and sexual orientation. We quantified the impact of screening and treatment on gonorrhea rates in the US population aged 15 to 39 years for the period 2000 to 2015 and estimated the impact that alternative screening strategies might have had over the same period.

METHODS

We developed a national-level transmission model that divides the population by race/ethnicity, preferred gender of sex partners, age, gender, and sexual activity level. We compared our fitted model ("base case") to 4 alternative strategies: (i) no screening, (ii) full adherence to current screening guidelines, (iii) annual universal screening, or (iv) enhanced screening in groups with the highest infection burden. Main outcomes were incidence, infections averted, and incidence rate ratios by race/ethnicity. Mean values and 95% credible intervals were calculated from 1000 draws from parameter posterior distributions.

RESULTS

The calibrated model reproduced observed trends in gonorrhea, including disparities in infection burden by race/ethnicity. We estimated that screening for gonorrhea from 2000 to 2015 averted 30% (95% credible intervals, 18-44%) of total infections that would otherwise have occurred. All alternative active screening strategies were estimated to further reduce, but not eliminate, gonorrhea infections relative to the base case, with differential impacts on the subpopulations of interest.

CONCLUSIONS

Our model results suggest that screening has reduced gonorrhea incidence in the US population. Additional reductions in infection burden may have been possible over this period with increased screening, but elimination was unlikely.

摘要

未加标签

美国淋病感染负担很高。在种族/民族和性取向方面存在明显差异。我们量化了 2000 年至 2015 年期间,15 至 39 岁美国人群中筛查和治疗对淋病发病率的影响,并估计了同一时期替代筛查策略可能产生的影响。

方法

我们开发了一个国家级传播模型,根据种族/民族、首选性别、年龄、性别和性行为水平将人群划分。我们将拟合模型(“基础案例”)与 4 种替代策略进行了比较:(i)不进行筛查,(ii)完全遵守当前的筛查指南,(iii)每年进行普遍筛查,或(iv)在感染负担最高的人群中加强筛查。主要结局是发病率、避免的感染和按种族/民族划分的发病率比值。从参数后验分布的 1000 次抽取中计算出平均值和 95%可信区间。

结果

校准后的模型再现了淋病的观察趋势,包括种族/民族差异的感染负担。我们估计,2000 年至 2015 年的淋病筛查避免了原本会发生的总感染的 30%(95%可信区间,18-44%)。与基础案例相比,所有替代的主动筛查策略都估计会进一步降低,但不会消除淋病感染,对感兴趣的亚人群有不同的影响。

结论

我们的模型结果表明,筛查已降低了美国人群中的淋病发病率。在这一时期,通过增加筛查,可能进一步减少感染负担,但不太可能消除。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c9ff/7605363/2aa0cc80645c/olq-45-713-g009.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c9ff/7605363/a4a080c5e63c/olq-45-713-g005.jpg
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