Virus-virus interactions impact the population dynamics of influenza and the common cold

被引:346
作者
Nickbakhsh, Sema [1 ]
Mair, Colette [1 ,2 ]
Matthews, Louise [3 ]
Reeve, Richard [3 ]
Johnson, Paul C. D. [3 ]
Thorburn, Fiona [4 ]
von Wissmann, Beatrix [5 ]
Reynolds, Arlene [6 ]
McMenamin, James [6 ]
Gunson, Rory N. [7 ]
Murcia, Pablo R. [1 ]
机构
[1] Univ Glasgow, Inst Infect Immun & Inflammat, Coll Med Vet & Life Sci, MRC Univ Glasgow Ctr Virus Res, Glasgow G61 1QH, Lanark, Scotland
[2] Univ Glasgow, Coll Sci & Engn, Sch Math & Stat, Glasgow G12 8QQ, Lanark, Scotland
[3] Univ Glasgow, Inst Biodivers Anim Hlth & Comparat Med, Coll Med Vet & Life Sci, Boyd Orr Ctr Populat & Ecosyst Hlth, Glasgow G12 8QQ, Lanark, Scotland
[4] Queen Elizabeth Univ Hosp, NHS Greater Glasgow & Clyde, Glasgow G51 4TF, Lanark, Scotland
[5] NHS Greater Glasgow & Clyde, Publ Hlth, Glasgow G12 0XH, Lanark, Scotland
[6] NHS Natl Serv Scotland, Hlth Protect Scotland, Glasgow G2 6QE, Lanark, Scotland
[7] NHS Greater Glasgow & Clyde, West Scotland Specialist Virol Ctr, Glasgow G31 2ER, Lanark, Scotland
基金
英国生物技术与生命科学研究理事会; 美国国家科学基金会; 英国医学研究理事会;
关键词
epidemiology; virology; ecology; RESPIRATORY SYNCYTIAL VIRUS; A H1N1 2009; STREPTOCOCCUS-PNEUMONIAE; INTERFERENCE; TRANSMISSION; INFECTIONS; PCR; CIRCULATION; SEVERITY; HUMIDITY;
D O I
10.1073/pnas.1911083116
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
070301 [无机化学]; 070403 [天体物理学]; 070507 [自然资源与国土空间规划学]; 090105 [作物生产系统与生态工程];
摘要
The human respiratory tract hosts a diverse community of cocirculating viruses that are responsible for acute respiratory infections. This shared niche provides the opportunity for virus-virus interactions which have the potential to affect individual infection risks and in turn influence dynamics of infection at population scales. However, quantitative evidence for interactions has lacked suitable data and appropriate analytical tools. Here, we expose and quantify interactions among respiratory viruses using bespoke analyses of infection time series at the population scale and coinfections at the individual host scale. We analyzed diagnostic data from 44,230 cases of respiratory illness that were tested for 11 taxonomically broad groups of respiratory viruses over 9 y. Key to our analyses was accounting for alternative drivers of correlated infection frequency, such as age and seasonal dependencies in infection risk, allowing us to obtain strong support for the existence of negative interactions between influenza and noninfluenza viruses and positive interactions among noninfluenza viruses. In mathematical simulations that mimic 2-pathogen dynamics, we show that transient immune-mediated interference can cause a relatively ubiquitous common cold-like virus to diminish during peak activity of a seasonal virus, supporting the potential role of innate immunity in driving the asynchronous circulation of influenza A and rhinovirus. These findings have important implications for understanding the linked epidemiological dynamics of viral respiratory infections, an important step towards improved accuracy of disease forecasting models and evaluation of disease control interventions.
引用
收藏
页码:27142 / 27150
页数:9
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