论文标题
大流行的前两年,SARS-COV-2的年龄特异性传播动力学
Age-specific transmission dynamics of SARS-CoV-2 during the first two years of the pandemic
论文作者
论文摘要
在最初的两年中,SARS-COV-2大流行体现了多个波浪,这是由于关注,非药物干预措施和人口免疫学景观之间复杂相互作用所塑造的。了解SARS-COV-2的特定年龄特异性流行病学在整个大流行中如何发展对于为政策决策提供信息至关重要。我们开发了一种基于推理的建模方法,用于重建在七个浪潮中,在大流行期的前两年中,以荷兰的前两年,重建了四种潮流(野生型,Alpha,Delta,Omicron BA.1)的七个波浪(Wild-Type,Alpha,Delta,Omicron BA.1)的真正感染和住院负担。我们发现,报告的病例是一个大量低估,通常对真实感染负担的预测率通常很差,尤其是因为案例报告按年龄有所不同。儿童和青少年对总感染和住院负担的贡献随连续的变体增加,在Omicron BA.1时期最大。在三角洲时期之前,几乎所有感染都是幼稚个体发生的主要感染。在三角洲和Omicron BA.1时期,儿童原发感染很常见,但在经历重新感染或突破性感染的成年人中相对较少。我们的方法可用于通过连续的浪潮来了解特定年龄的流行病学,这些国家不存在随机社区调查发现真正的SARS-COV-2动力学,但基本的监视和统计数据可获得。
During its first two years, the SARS-CoV-2 pandemic manifested as multiple waves shaped by complex interactions between variants of concern, non-pharmaceutical interventions, and the immunological landscape of the population. Understanding how the age-specific epidemiology of SARS-CoV-2 has evolved throughout the pandemic is crucial for informing policy decisions. We developed an inference-based modelling approach to reconstruct the burden of true infections and hospital admissions in children, adolescents and adults over the seven waves of four variants (wild-type, Alpha, Delta, Omicron BA.1) during the first two years of the pandemic, using the Netherlands as the motivating example. We find that reported cases are a considerable underestimate and a generally poor predictor of true infection burden, especially because case reporting differs by age. The contribution of children and adolescents to total infection and hospitalization burden increased with successive variants and was largest during the Omicron BA.1 period. Before the Delta period, almost all infections were primary infections occurring in naive individuals. During the Delta and Omicron BA.1 periods, primary infections were common in children but relatively rare in adults who experienced either re-infections or breakthrough infections. Our approach can be used to understand age-specific epidemiology through successive waves in other countries where random community surveys uncovering true SARS-CoV-2 dynamics are absent but basic surveillance and statistics data are available.