Seroprevalence of human herpes viruses in France, 2018-2022: a multilevel regression and poststratification approach.

Infectious diseases (London, England) Pub Date : 2024-11-01 Epub Date: 2024-07-01 DOI:10.1080/23744235.2024.2365906
Olivier Supplisson, Benoit Visseaux, Stéphanie Haim-Boukobza, David Boutolleau, Samuel Alizon, Sonia Burrel, Mircea T Sofonea
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Abstract

Background: Information related to herpes simplex virus 1 and 2 (HSV-1 and 2), varicella-zoster virus (VZV), Epstein-Barr virus (EBV), and cytomegalovirus (CMV) seroprevalence in France is either lacking, incomplete, or outdated, despite their public health burden.

Method: We used routinely collected serological data between 2018 and 2022 to estimate HSV-1, HSV-2, VZV, EBV, and CMV seroprevalence in France. To account for demographic differences between our analytic samples and the French population and get estimates for sparsely sampled districts and age classes, we used a multilevel regression and poststratification approach combined with Bayesian model averaging via stacking weights.

Results: The observed seroprevalence (number of positive tests/number of tests) were 64.6% (93,294/144,424), 16.9% (24,316/144,159), 93.0% (141,419/152,084), 83.4% (63,199/75, 781), and 49.0% (23,276/47,525), respectively, for HSV-1, HSV-2, VZV, EBV, and CMV. Between 2018 and 2022, France had a model-based average (equal-tailed interval at 95%) expected seroprevalence equal to 61.1% (60.7,61.5), 14.5% (14.2,14.81), 89.5% (89.3,89.8), 85.6% (85.2,86.0), and 50.5% (49.3,51.7), respectively, for HSV-1, HSV-2, VZV, EBV, and CMV infections. We found an almost certain lower expected seroprevalence in Metropolitan France than in overseas territories for all viruses but VZV, for which it was almost certainly greater. The expected seroprevalences were likely greater among females for all viruses.

Limitations: Our results relied on the assumption that individuals were sampled at random conditionally to variables used to build the poststratification table.

Implications: The analysis highlights spatial and demographic patterns in seroprevalence that should be considered for designing tailored public health policies.

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2018-2022年法国人类疱疹病毒血清流行率:多层次回归和后分层方法。
背景:法国的单纯疱疹病毒1和2(HSV-1和2)、水痘-带状疱疹病毒(VZV)、EB病毒(Epstein-Barr virus)和巨细胞病毒(CMV)血清流行率的相关信息要么缺乏、要么不完整、要么过时,尽管它们对公共卫生造成了负担:我们使用 2018 年至 2022 年间常规收集的血清学数据来估算法国的 HSV-1、HSV-2、VZV、EBV 和 CMV 血清流行率。为了考虑我们的分析样本与法国人口之间的人口统计学差异,并对采样稀少的地区和年龄段进行估计,我们采用了多层次回归和后分层方法,并通过堆叠权重结合贝叶斯模型平均法:观察到的HSV-1、HSV-2、VZV、EBV和CMV血清流行率(阳性检测数/检测数)分别为64.6%(93294/144424)、16.9%(24316/144159)、93.0%(141419/152084)、83.4%(63199/75781)和49.0%(23276/47525)。2018 年至 2022 年期间,法国基于模型的 HSV-1、HSV-2、VZV、EBV 和 CMV 平均预期血清流行率(95% 的等尾区间)分别为 61.1%(60.7,61.5)、14.5%(14.2,14.81)、89.5%(89.3,89.8)、85.6%(85.2,86.0)和 50.5%(49.3,51.7)。我们发现,除 VZV 外,法国本土所有病毒的预期血清流行率几乎肯定低于海外地区,而 VZV 的预期血清流行率几乎肯定高于海外地区。在所有病毒中,女性的预期血清流行率可能更高:局限性:我们的结果依赖于这样一个假设,即个体是根据用于建立后分层表的变量随机抽样的:该分析强调了血清流行率的空间和人口模式,在设计有针对性的公共卫生政策时应加以考虑。
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