The impact of COVID-19 nonpharmaceutical interventions on the future dynamics of endemic infections

被引:367
作者
Baker, Rachel E. [1 ,2 ]
Park, Sang Woo [2 ]
Yang, Wenchang [3 ]
Vecchi, Gabriel A. [1 ,3 ]
Metcalf, C. Jessica E. [2 ,4 ]
Grenfell, Bryan T. [2 ,4 ,5 ]
机构
[1] Princeton Univ, Princeton Environm Inst, Princeton, NJ 08544 USA
[2] Princeton Univ, Dept Ecol & Evolutionary Biol, Princeton, NJ 08544 USA
[3] Princeton Univ, Dept Geosci, Princeton, NJ 08544 USA
[4] Princeton Univ, Woodrow Wilson Sch Publ & Int Affairs, Princeton, NJ 08544 USA
[5] NIH, Div Int Epidemiol & Populat Studies, Fogarty Int Ctr, Bethesda, MD 20892 USA
关键词
COVID-19; RSV; influenza; nonpharmaceutical interventions; CORONAVIRUS DISEASE 2019; TIME-SERIES; TRANSMISSION DYNAMICS; SPATIAL HIERARCHIES; MEASLES EPIDEMICS; INFLUENZA; VACCINATION; EVOLUTION; SPREAD; WAVES;
D O I
10.1073/pnas.2013182117
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
Nonpharmaceutical interventions (NPIs) have been employed to reduce the transmission of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), yet these measures are already having similar effects on other directly transmitted, endemic diseases. Disruptions to the seasonal transmission patterns of these diseases may have consequences for the timing and severity of future outbreaks. Here we consider the implications of SARSCoV-2 NPIs for two endemic infections circulating in the United States of America: respiratory syncytial virus (RSV) and seasonal influenza. Using laboratory surveillance data from 2020, we estimate that RSV transmission declined by at least 20% in the United States at the start of the NPI period. We simulate future trajectories of both RSV and influenza, using an epidemic model. As susceptibility increases over the NPI period, we find that substantial outbreaks of RSV may occur in future years, with peak outbreaks likely occurring in the winter of 2021-2022. Longer NPIs, in general, lead to larger future outbreaks although they may display complex interactions with baseline seasonality. Results for influenza broadly echo this picture, but are more uncertain; future outbreaks are likely dependent on the transmissibility and evolutionary dynamics of circulating strains.
引用
收藏
页码:30547 / 30553
页数:7
相关论文
共 53 条
[1]  
[Anonymous], 1970, Census U.S. Intercensal County Population Data
[2]  
[Anonymous], NAT INF LIV BIRTHS
[3]  
[Anonymous], HEALTHC COST UT PROJ
[4]   Impact of cross-protective vaccines on epidemiological and evolutionary dynamics of influenza [J].
Arinaminpathy, Nimalan ;
Ratmann, Oliver ;
Koelle, Katia ;
Epstein, Suzanne L. ;
Price, Graeme E. ;
Viboud, Cecile ;
Miller, Mark A. ;
Grenfell, Bryan T. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2012, 109 (08) :3173-3177
[5]   Susceptible supply limits the role of climate in the early SARS-CoV-2 pandemic [J].
Baker, Rachel E. ;
Yang, Wenchang ;
Vecchi, Gabriel A. ;
Metcalf, C. Jessica E. ;
Grenfell, Bryan T. .
SCIENCE, 2020, 369 (6501) :315-+
[6]   Epidemic dynamics of respiratory syncytial virus in current and future climates [J].
Baker, Rachel E. ;
Mahmud, Ayesha S. ;
Wagner, Caroline E. ;
Yang, Wenchang ;
Pitzer, Virginia E. ;
Viboud, Cecile ;
Vecchi, Gabriel A. ;
Metcalf, C. Jessica E. ;
Grenfell, Bryan T. .
NATURE COMMUNICATIONS, 2019, 10 (1)
[7]   Long-term dynamics of measles in London: Titrating the impact of wars, the 1918 pandemic, and vaccination [J].
Becker, Alexander D. ;
Wesolowski, Amy ;
Bjornstad, Ottar N. ;
Grenfell, Bryan T. .
PLOS COMPUTATIONAL BIOLOGY, 2019, 15 (09)
[8]   tsiR: An R package for time-series Susceptible-Infected-Recovered models of epidemics [J].
Becker, Alexander D. ;
Grenfell, Bryan T. .
PLOS ONE, 2017, 12 (09)
[9]  
Bjornstad ON, 2002, ECOL MONOGR, V72, P169, DOI 10.1890/0012-9615(2002)072[0169:DOMEES]2.0.CO
[10]  
2