The impact of climate and antigenic evolution on seasonal influenza virus epidemics in Australia

被引:27
作者
Lam, Edward K. S. [1 ]
Morris, Dylan H. [2 ]
Hurt, Aeron C. [3 ,4 ]
Barr, Ian G. [3 ,4 ,5 ]
Russell, Colin A. [6 ]
机构
[1] Univ Cambridge, Dept Vet Med, Cambridge, England
[2] Princeton Univ, Dept Ecol & Evolutionary Biol, Princeton, NJ 08544 USA
[3] Peter Doherty Inst Infect & Immun, VIDRL, WHO Collaborating Ctr Reference & Res Influenza, Melbourne, Vic, Australia
[4] Univ Melbourne, Dept Microbiol & Immunol, Parkville, Vic, Australia
[5] Federat Univ, Sch Appl Biomed Sci, Churchill, Vic, Australia
[6] Univ Amsterdam, Acad Med Ctr, Dept Med Microbiol, Amsterdam, Netherlands
关键词
ABSOLUTE-HUMIDITY; TRANSMISSION; DYNAMICS; PATTERNS; MORTALITY; SUBTYPE; VACCINE;
D O I
10.1038/s41467-020-16545-6
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
Although seasonal influenza viruses circulate globally, prevention and treatment occur at the level of regions, cities, and communities. At these scales, the timing, duration and magnitude of epidemics vary substantially, but the underlying causes of this variation are poorly understood. Here, based on analyses of a 15-year city-level dataset of 18,250 laboratory-confirmed and antigenically-characterised influenza virus infections from Australia, we investigate the effects of previously hypothesised environmental and virological drivers of influenza epidemics. We find that anomalous fluctuations in temperature and humidity do not predict local epidemic onset timings. We also find that virus antigenic change has no consistent effect on epidemic size. In contrast, epidemic onset time and heterosubtypic competition have substantial effects on epidemic size and composition. Our findings suggest that the relationship between influenza population immunity and epidemiology is more complex than previously supposed and that the strong influence of short-term processes may hinder long-term epidemiological forecasts. Seasonal influenza epidemics vary in timing and size, but the causes of the variation remain unclear. Here, the authors analyse a 15-year city-level data set, and find that fluctuations in climatic factors do not predict onset timing, and that while antigenic change does not have a consistent effect on epidemic size, the timing of onset and heterosubtypic competition do.
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页数:12
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