Age-specific transmission dynamics of SARS-CoV-2 during the first 2 years of the pandemic

被引:5
作者
Boldea, Otilia [1 ]
Alipoor, Amir [1 ]
Pei, Sen [2 ]
Shaman, Jeffrey [2 ,3 ]
Rozhnova, Ganna [4 ,5 ,6 ,7 ]
机构
[1] Tilburg Univ, Tilburg Sch Econ & Management, Dept Econometr & OR, NL-5037 AB Tilburg, Netherlands
[2] Columbia Univ, Mailman Sch Publ Hlth, Dept Environm Hlth Sci, New York, NY 10032 USA
[3] Columbia Univ, Columbia Climate Sch, New York, NY 10025 USA
[4] Univ Utrecht, Univ Med Ctr Utrecht, Julius Ctr Hlth Sci & Primary Care, NL-3584 CX Utrecht, Netherlands
[5] Univ Utrecht, Ctr Complex Syst Studies CCSS, NL-3584 CE Utrecht, Netherlands
[6] Univ Lisbon, Fac Ciencias, PT-1749016 Lisbon, Portugal
[7] Univ Lisbon, BioISI Biosyst & Integrat Sci Inst, Fac Ciencias, PT-1749016 Lisbon, Portugal
来源
PNAS NEXUS | 2024年 / 3卷 / 02期
关键词
COVID-19 and SARS-CoV-2; respiratory viruses; age-specific transmission dynamics; infection and hospitalization burdens; mathematical model; inference; MODEL;
D O I
10.1093/pnasnexus/pgae024
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
During its first 2 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. In this article, we aimed to develop an inference-based modeling 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, and Omicron BA.1) during the first 2 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. However, the ratio of hospitalizations to infections decreased with each subsequent variant in all age categories. 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 reinfections 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.
引用
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页数:14
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