Carabali Mabel, Jaramillo-Ramirez Gloria I, Rivera Vivian A, Mina Possu Neila-Julieth, Restrepo Berta N, Zinszer Kate
Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montreal, Quebec, Canada.
Faculty of Medicine, Universidad Cooperativa de Colombia, Villavicencio, Colombia.
PLoS Negl Trop Dis. 2021 Feb 4;15(2):e0009014. doi: 10.1371/journal.pntd.0009014. eCollection 2021 Feb.
Chikungunya, dengue, and Zika are three different arboviruses which have similar symptoms and are a major public health issue in Colombia. Despite the mandatory reporting of these arboviruses to the National Surveillance System in Colombia (SIVIGILA), it has been reported that the system captures less than 10% of diagnosed cases in some cities.
METHODOLOGY/PRINCIPAL FINDINGS: To assess the scope and degree of arboviruses reporting in Colombia between 2014-2017, we conducted an observational study of surveillance data using the capture-recapture approach in three Colombian cities. Using healthcare facility registries (capture data) and surveillance-notified cases (recapture data), we estimated the degree of reporting by clinical diagnosis. We fit robust Poisson regressions to identify predictors of reporting and estimated the predicted probability of reporting by disease and year. To account for the potential misclassification of the clinical diagnosis, we used the simulation extrapolation for misclassification (MC-SIMEX) method. A total of 266,549 registries were examined. Overall arboviruses' reporting ranged from 5.3% to 14.7% and varied in magnitude according to age and year of diagnosis. Dengue was the most notified disease (21-70%) followed by Zika (6-45%). The highest reporting rate was seen in 2016, an epidemic year. The MC-SIMEX corrected rates indicated underestimation of the reporting due to the potential misclassification bias.
These findings reflect challenges on arboviruses' reporting, and therefore, potential challenges on the estimation of arboviral burden in Colombia and other endemic settings with similar surveillance systems.
基孔肯雅热、登革热和寨卡病毒是三种不同的虫媒病毒,它们具有相似的症状,是哥伦比亚的一个主要公共卫生问题。尽管这些虫媒病毒在哥伦比亚需向国家监测系统(SIVIGILA)进行强制报告,但据报道,在一些城市该系统捕获的确诊病例不到10%。
方法/主要发现:为评估2014 - 2017年哥伦比亚虫媒病毒报告的范围和程度,我们在哥伦比亚的三个城市采用捕获 - 再捕获方法对监测数据进行了观察性研究。利用医疗机构登记数据(捕获数据)和监测通报病例(再捕获数据),我们通过临床诊断估计报告程度。我们拟合稳健泊松回归以确定报告的预测因素,并估计按疾病和年份报告的预测概率。为考虑临床诊断可能的错误分类,我们使用了错误分类模拟外推法(MC - SIMEX)。共检查了266,549条登记记录。总体虫媒病毒报告率在5.3%至14.7%之间,且根据诊断年龄和年份在幅度上有所不同。登革热是通报最多的疾病(21 - 70%),其次是寨卡病毒(6 - 45%)。报告率最高出现在2016年,即流行年份。MC - SIMEX校正率表明由于潜在的错误分类偏差导致报告被低估。
这些发现反映了虫媒病毒报告方面的挑战,因此也反映了在哥伦比亚以及其他具有类似监测系统的流行地区估计虫媒病毒负担方面的潜在挑战。