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估计加拿大安大略省莱姆病的人群健康负担:一种微观模拟建模方法。

Estimating the population health burden of Lyme disease in Ontario, Canada: a microsimulation modelling approach.

机构信息

Institute of Health Policy, Management and Evaluation (Mac, Sander), University of Toronto; THETA Collaborative (Mac, Sander), University Health Network, Toronto, Ont.; Department of Medicine (Evans), Queen's University, Kingston, Ont.; ICES Central (Evans, Sander); Public Health Ontario (Patel, Sander); Department of Laboratory Medicine and Pathobiology (Patel), University of Toronto; The Hospital for Sick Children (SickKids) (Pullenayegum); Dalla Lana School of Public Health (Pullenayegum), University of Toronto, Toronto, Ont.

出版信息

CMAJ Open. 2021 Nov 16;9(4):E1005-E1012. doi: 10.9778/cmajo.20210024. Print 2021 Oct-Dec.

Abstract

BACKGROUND

If untreated, Lyme disease can lead to long-term sequelae and post-treatment Lyme disease syndrome (PTLDS), resulting in reduced health-related quality of life. The objective of this study was to develop a microsimulation model to estimate the population-level health burden of Lyme disease in Ontario, Canada.

METHODS

We developed a Lyme disease history model using microsimulation, simulating 100 000 people (mean age 37.6 yr, 51% female) from 2017 in Ontario over a lifetime risk of infection and time horizon. We extracted the sensitivity and specificity of the 2-tier testing recommended by the Canadian Public Health Laboratory Network, probabilities and health state utility values from the published literature and health administrative data. Our reported outcomes from our stochastic analysis include diagnosed cases of Lyme disease (stratified by stage), undiagnosed infections, sequelae, individuals with PTLDS and quality-adjusted life-years (QALYs) lost.

RESULTS

Our model estimated 333 (95% confidence interval [CI] 329-337) infections over the lifetime of 100 000 simulated people (mean age 37.6 yr, 51% female), with 92% (95% CI 91%-93%) of infections diagnosed. Of those 308 people with Lyme Disease diagnoses, 67 (95% CI 65-69) developed sequelae (e.g., arthritic, cardiac, neurologic sequelae), and 34 (95% CI 33-35) developed PTLDS. Lyme disease resulted in a loss of 84.5 QALYs (95% CI 82.9-86.2) over the lifetime of the simulated cohort. Sensitivity and scenario analysis showed that increasing incidence rates of Lyme disease, potential underreporting, duration of PTLDS and quality of life (health state utility) associated with PTLDS had the greatest impact on health burden.

INTERPRETATION

Lyme disease contributes considerable health burden in terms of QALYs lost. Our analysis provides evidence to understand the disease burden and lays the foundation to assess the cost-effectiveness of pharmaceutical and nonpharmaceutical interventions.

摘要

背景

未经治疗的莱姆病可导致长期后遗症和治疗后莱姆病综合征(PTLDS),从而降低健康相关生活质量。本研究旨在开发一个微观模拟模型来估计加拿大安大略省莱姆病的人群健康负担。

方法

我们使用微观模拟开发了莱姆病病史模型,模拟了安大略省 2017 年的 100000 人(平均年龄 37.6 岁,51%为女性)在感染终生风险和时间范围内的情况。我们从已发表的文献和健康管理数据中提取了加拿大公共卫生实验室网络推荐的 2 级检测的灵敏度和特异性、概率和健康状态效用值。我们随机分析的报告结果包括诊断为莱姆病的病例(按阶段分层)、未诊断的感染、后遗症、患有 PTLDS 的个体以及丧失的质量调整生命年(QALYs)。

结果

我们的模型估计,在 100000 名模拟人群(平均年龄 37.6 岁,51%为女性)的一生中,将发生 333 例(95%置信区间 [CI] 329-337)感染,其中 92%(95% CI 91%-93%)感染得到诊断。在这 308 例莱姆病诊断患者中,有 67 例(95% CI 65-69)发生后遗症(如关节炎、心脏、神经后遗症),34 例(95% CI 33-35)发生 PTLDS。莱姆病导致模拟队列的终生损失 84.5 QALYs(95% CI 82.9-86.2)。敏感性和情景分析表明,莱姆病发病率的增加、潜在的漏报、PTLDS 的持续时间以及与 PTLDS 相关的生活质量(健康状态效用)对健康负担的影响最大。

解释

莱姆病在丧失 QALYs 方面造成了相当大的健康负担。我们的分析提供了了解疾病负担的证据,并为评估药物和非药物干预措施的成本效益奠定了基础。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/029b/8598239/879dfdc92996/cmajo.20210024f1.jpg

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