Bos Sandra, Zambrana José Victor, Duarte Elias, Graber Aaron L, Huffaker Julia, Montenegro Carlos, Premkumar Lakshmanane, Gordon Aubree, Kuan Guillermina, Balmaseda Angel, Harris Eva
Division of Infectious Diseases and Vaccinology, School of Public Health, University of California, Berkeley, Berkeley, CA, USA.
Sustainable Sciences Institute, Managua, Nicaragua; Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI, USA.
Lancet Infect Dis. 2025 Mar;25(3):346-356. doi: 10.1016/S1473-3099(24)00566-8. Epub 2024 Oct 25.
Dengue is the most prevalent mosquito-borne viral disease and a major public health problem worldwide. Most primary infections with the four dengue virus serotypes (DENV1-4) are inapparent; nonetheless, whether the distribution of symptomatic versus inapparent infections by serotype varies remains unknown. Here, we present (1) the evaluation of a DENV1-4 envelope domain III multiplex microsphere-based assay (EDIII-MMBA) to serotype inapparent primary infections and (2) its application leveraging 17 years of prospective sample collection from the Nicaraguan Pediatric Dengue Cohort Study (PDCS).
We analysed primary DENV infections in the PDCS from 2004 to 2022 detected by inhibition ELISA (iELISA) or RT-PCR. First, we evaluated the performance of the EDIII-MMBA for serotyping with samples characterised by RT-PCR or focus reduction neutralisation test. Next, we analysed a subset of inapparent primary DENV infections in the PDCS with the EDIII-MMBA to evaluate the epidemiology of inapparent infections. Remaining infections were inferred using stochastic imputation, taking year and neighbourhood into account. Infection incidence and percentage of inapparent, symptomatic, and severe infections were analysed by serotype.
Between Aug 30, 2004, and March 10, 2022, a total of 5931 DENV-naive participants were followed in the PDCS. There were 1626 primary infections (382 symptomatic, 1244 inapparent) detected by iELISA or RT-PCR over the study period. The EDIII-MMBA demonstrated excellent overall accuracy (100%, 95% CI 95·8-100) for serotyping inapparent primary DENV infections when evaluated against gold-standard serotyping methods. Of the 1244 inapparent infections, we analysed 574 (46%) using the EDIII-MMBA. We found that the majority of primary infections were inapparent, with DENV3 exhibiting the highest likelihood of symptomatic (pooled odds ratio compared with DENV1: 2·13, 95% CI 1·28-3·56) and severe (6·75, 2·01-22·62) primary infections, whereas DENV2 was similar to DENV1 in both analyses. Considerable within-year and between-year variation in serotype distribution between symptomatic and inapparent infections and circulation of serotypes undetected in symptomatic cases were observed in multiple years.
Our study indicates that case surveillance skews the perceived epidemiological footprint of DENV. We reveal a more complex and intricate pattern of serotype distribution in inapparent infections. The substantial differences in infection outcomes by serotype emphasises the need for vaccines with balanced immunogenicity and efficacy across serotypes.
National Institute of Allergy and Infectious Diseases (National Institutes of Health) and Bill & Melinda Gates Foundation.
For the Spanish translation of the abstract see Supplementary Materials section.
登革热是最常见的蚊媒病毒性疾病,也是全球主要的公共卫生问题。大多数由四种登革热病毒血清型(DENV1 - 4)引起的初次感染没有明显症状;然而,不同血清型的有症状感染与无症状感染的分布是否存在差异仍不清楚。在此,我们展示了(1)对一种基于微球的DENV1 - 4包膜结构域III多重检测法(EDIII - MMBA)用于血清型鉴定无症状初次感染的评估,以及(2)利用从尼加拉瓜儿科登革热队列研究(PDCS)中17年的前瞻性样本收集数据对其进行的应用。
我们分析了2004年至2022年期间在PDCS中通过抑制ELISA(iELISA)或RT - PCR检测到的初次DENV感染。首先,我们用RT - PCR或空斑减少中和试验对样本进行特征鉴定,评估EDIII - MMBA进行血清型鉴定的性能。接下来,我们用EDIII - MMBA分析了PDCS中一部分无症状初次DENV感染,以评估无症状感染的流行病学情况。其余感染通过随机插补法推断,同时考虑年份和社区因素。按血清型分析感染发病率以及无症状、有症状和严重感染的百分比。
在2004年8月30日至2022年3月10日期间,PDCS共追踪了5931名未感染过DENV的参与者。在研究期间,通过iELISA或RT - PCR检测到1626例初次感染(382例有症状,1244例无症状)。与金标准血清型鉴定方法相比,EDIII - MMBA在鉴定无症状初次DENV感染的血清型时显示出优异的总体准确率(100%,95% CI 95.8 - 100)。在1244例无症状感染中,我们用EDIII - MMBA分析了574例(46%)。我们发现大多数初次感染是无症状的,DENV3出现有症状初次感染(与DENV1相比的合并比值比:2.13,95% CI 1.28 - 3.56)和严重初次感染(6.75,2.01 - 22.62)的可能性最高,而在这两项分析中DENV2与DENV1相似。在多年中观察到有症状和无症状感染之间血清型分布在年内和年间存在相当大的差异,以及在有症状病例中未检测到的血清型的循环情况。
我们的研究表明病例监测会使对DENV的流行病学足迹的认知产生偏差。我们揭示了无症状感染中血清型分布更为复杂和精细的模式。不同血清型在感染结果上的显著差异强调了需要有跨血清型具有平衡免疫原性和效力的疫苗。
美国国立过敏和传染病研究所(美国国立卫生研究院)以及比尔及梅琳达·盖茨基金会。
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