Impacts of human mobility on the citywide transmission dynamics of 18 respiratory viruses in pre- and post-COVID-19 pandemic years

被引:9
作者
Perofsky, Amanda C. [1 ,2 ]
Hansen, Chelsea L. [1 ,2 ,3 ]
Burstein, Roy [4 ]
Boyle, Shanda [1 ]
Prentice, Robin [1 ]
Marshall, Cooper [1 ]
Reinhart, David [1 ]
Capodanno, Ben [1 ]
Truong, Melissa [1 ]
Schwabe-Fry, Kristen [1 ]
Kuchta, Kayla [1 ]
Pfau, Brian [1 ]
Acker, Zack [1 ]
Lee, Jover [5 ]
Sibley, Thomas R. [5 ]
McDermot, Evan [1 ]
Rodriguez-Salas, Leslie [1 ]
Stone, Jeremy [1 ]
Gamboa, Luis [1 ]
Han, Peter D. [1 ,6 ]
Adler, Amanda [7 ]
Waghmare, Alpana [5 ,7 ,8 ]
Jackson, Michael L. [9 ]
Famulare, Michael [4 ]
Shendure, Jay [1 ,6 ,10 ]
Bedford, Trevor [1 ,5 ,6 ,10 ]
Chu, Helen Y. [11 ]
Englund, Janet A. [1 ,7 ,8 ]
Starita, Lea M. [1 ,6 ]
Viboud, Cecile [2 ]
机构
[1] Univ Washington, Brotman Baty Inst Precis Med, Seattle, WA 98195 USA
[2] NIH, Fogarty Int Ctr, Bldg 10, Bethesda, MD 20892 USA
[3] Roskilde Univ, Dept Sci & Environm, PandemiX Ctr, Roskilde, Denmark
[4] Bill & Melinda Gates Fdn, Inst Dis Modeling, Seattle, WA USA
[5] Fred Hutchinson Canc Ctr, Vaccine & Infect Dis Div, Seattle, WA USA
[6] Univ Washington, Dept Genome Sci, Seattle, WA USA
[7] Seattle Childrens Res Inst, Seattle, WA USA
[8] Univ Washington, Dept Pediat, Seattle, WA USA
[9] EpiAssist LLC, Seattle, WA USA
[10] Howard Hughes Med Inst, Seattle, WA USA
[11] Univ Washington, Dept Med, Div Allergy & Infect Dis, Seattle, WA USA
基金
美国国家卫生研究院;
关键词
CORONAVIRUS DISEASE 2019; SYNCYTIAL VIRUS; UNITED-STATES; NONPHARMACEUTICAL INTERVENTIONS; INFLUENZA; SARS-COV-2; INFECTIONS; PATTERNS; CHILDREN; SCHOOLS;
D O I
10.1038/s41467-024-48528-2
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
Many studies have used mobile device location data to model SARS-CoV-2 dynamics, yet relationships between mobility behavior and endemic respiratory pathogens are less understood. We studied the effects of population mobility on the transmission of 17 endemic viruses and SARS-CoV-2 in Seattle over a 4-year period, 2018-2022. Before 2020, visits to schools and daycares, within-city mixing, and visitor inflow preceded or coincided with seasonal outbreaks of endemic viruses. Pathogen circulation dropped substantially after the initiation of COVID-19 stay-at-home orders in March 2020. During this period, mobility was a positive, leading indicator of transmission of all endemic viruses and lagging and negatively correlated with SARS-CoV-2 activity. Mobility was briefly predictive of SARS-CoV-2 transmission when restrictions relaxed but associations weakened in subsequent waves. The rebound of endemic viruses was heterogeneously timed but exhibited stronger, longer-lasting relationships with mobility than SARS-CoV-2. Overall, mobility is most predictive of respiratory virus transmission during periods of dramatic behavioral change and at the beginning of epidemic waves.
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页数:17
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