A compartmentalized simulation model for evaluation of HPV vaccination policies in Colombia

Daniela Angulo Diaz, Raha Akhavan-Tabatabaei, I. Mura
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引用次数: 1

Abstract

Cervical cancer (CC) is the second leading cause of cancer-related deaths among Colombian women, caused most commonly by Human Papillomavirus (HPV) infection. Screening programs, vaccination against HPV and improved socio-economic conditions have significantly reduced CC mortality rate over the last 40 years. Understanding the transmission dynamics of HPV infection is essential to the definition of cost-effective disease control strategies. We propose a compartmentalized epidemiological simulation model based on differential equations, which represents HPV transmission within the population, likelihood of infection clearance, virus induced appearance of precancerous lesions and eventually of CC. Time-dependent birth and natural mortality rates inferred from census are used to calibrate model population dynamics. Literature data and 5-years medical records of 3,428 Colombian women are used to estimate the infection dynamics and cancerous stages. The model allows evaluating the predicted effects of vaccination strategies against HPV, providing valuable support to healthcare decision-makers.
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评估哥伦比亚HPV疫苗接种政策的分区模拟模型
宫颈癌是哥伦比亚妇女癌症相关死亡的第二大原因,最常见的原因是人乳头瘤病毒(HPV)感染。在过去40年里,筛查方案、HPV疫苗接种和改善的社会经济条件显著降低了CC死亡率。了解HPV感染的传播动态对于制定具有成本效益的疾病控制策略至关重要。我们提出了一个基于微分方程的分区流行病学模拟模型,该模型代表了人群中的HPV传播,感染清除的可能性,病毒诱导的癌前病变的出现以及最终的CC。从人口普查推断的随时间变化的出生率和自然死亡率用于校准模型人口动态。文献资料和3,428名哥伦比亚妇女的5年医疗记录用于估计感染动态和癌症分期。该模型允许评估针对HPV的疫苗接种策略的预测效果,为医疗保健决策者提供有价值的支持。
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