COVID-19 pandemic interventions reshaped the global dispersal of seasonal influenza viruses

被引:27
作者
Chen, Zhiyuan [1 ]
Tsui, Joseph L. -H. [2 ]
Gutierrez, Bernardo [2 ,3 ]
Busch Moreno, Simon [2 ]
du Plessis, Louis [4 ,5 ]
Deng, Xiaowei [1 ,6 ]
Cai, Jun [1 ]
Bajaj, Sumali [2 ]
Suchard, Marc A. [7 ,8 ,9 ]
Pybus, Oliver G. [2 ,10 ,11 ]
Lemey, Philippe [12 ]
Kraemer, Moritz U. G. [2 ,11 ]
Yu, Hongjie [1 ,13 ,14 ]
机构
[1] Fudan Univ, Sch Publ Hlth, Key Lab Publ Hlth Safety, Minist Educ, Shanghai, Peoples R China
[2] Univ Oxford, Dept Biol, Oxford, England
[3] Univ San Francisco Quito USFQ, Colegio Ciencias Biol & Ambientales, Quito, Ecuador
[4] Swiss Fed Inst Technol, Dept BioSyst Sci & Engn, Basel, Switzerland
[5] Swiss Inst Bioinformat, Lausanne, Switzerland
[6] Nanjing Med Univ, Sch Publ Hlth, Dept Epidemiol, Natl Vaccine Innovat Platform, Nanjing, Peoples R China
[7] Univ Calif Los Angeles, Dept Biostat, Los Angeles, CA USA
[8] Univ Calif Los Angeles, Dept Biomath, Los Angeles, CA USA
[9] Univ Calif Los Angeles, Dept Human Genet, Los Angeles, CA USA
[10] Royal Vet Coll, Dept Pathobiol & Populat Sci, London, England
[11] Univ Oxford, Pandem Sci Inst, Oxford, England
[12] Katholieke Univ Leuven, Rega Inst, Dept Microbiol Immunol & Transplantat, Leuven, Belgium
[13] Fudan Univ, Shanghai Inst Infect Dis & Biosecur, Shanghai, Peoples R China
[14] Fudan Univ, Huashan Hosp, Dept Infect Dis, Shanghai, Peoples R China
基金
欧洲研究理事会; 美国国家卫生研究院; 中国国家自然科学基金; 英国惠康基金;
关键词
CIRCULATION PATTERNS; A H3N2; DYNAMICS; MODEL; COALESCENT; EPIDEMICS; COVERAGE; DISEASE; HEALTH;
D O I
10.1126/science.adq3003
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
The global dynamics of seasonal influenza viruses inform the design of surveillance, intervention, and vaccination strategies. The COVID-19 pandemic provided a singular opportunity to evaluate how influenza circulation worldwide was perturbed by human behavioral changes. We combine molecular, epidemiological, and international travel data and find that the pandemic's onset led to a shift in the intensity and structure of international influenza lineage movement. During the pandemic, South Asia played an important role as a phylogenetic trunk location of influenza A viruses, whereas West Asia maintained the circulation of influenza B/Victoria. We explore drivers of influenza lineage dynamics across the pandemic period and reasons for the possible extinction of the B/Yamagata lineage. After a period of 3 years, the intensity of among-region influenza lineage movements returned to pre-pandemic levels, with the exception of B/Yamagata, after the recovery of global air traffic, highlighting the robustness of global lineage dispersal patterns to substantial perturbation.
引用
收藏
页数:12
相关论文
共 81 条
[1]   PyMC: a modern, and comprehensive probabilistic programming framework in Python']Python [J].
Abril-Pla, Oriol ;
Andreani, Virgile ;
Carroll, Colin ;
Dong, Larry ;
Fonnesbeck, Christopher J. ;
Kochurov, Maxim ;
Kumar, Ravin ;
Lao, Junpeng ;
Luhmann, Christian C. ;
Martin, Osvaldo A. ;
Osthege, Michael ;
Vieira, Ricardo ;
Wiecki, Thomas ;
Zinkov, Robert .
PEERJ COMPUTER SCIENCE, 2023, 9
[2]   BEAGLE 3: Improved Performance, Scaling, and Usability for a High-Performance Computing Library for Statistical Phylogenetics [J].
Ayres, Daniel ;
Cummings, Michael ;
Baele, Guy ;
Darling, Aaron ;
Lewis, Paul ;
Swofford, David ;
Huelsenbeck, John ;
Lemey, Philippe ;
Rambaut, Andrew ;
Suchard, Marc .
SYSTEMATIC BIOLOGY, 2019, 68 (06) :1052-1061
[3]   Global circulation patterns of seasonal influenza viruses vary with antigenic drift [J].
Bedford, Trevor ;
Riley, Steven ;
Barr, Ian G. ;
Broor, Shobha ;
Chadha, Mandeep ;
Cox, Nancy J. ;
Daniels, Rodney S. ;
Gunasekaran, C. Palani ;
Hurt, Aeron C. ;
Kelso, Anne ;
Klimov, Alexander ;
Lewis, Nicola S. ;
Li, Xiyan ;
McCauley, John W. ;
Odagiri, Takato ;
Potdar, Varsha ;
Rambaut, Andrew ;
Shu, Yuelong ;
Skepner, Eugene ;
Smith, Derek J. ;
Suchard, Marc A. ;
Tashiro, Masato ;
Wang, Dayan ;
Xu, Xiyan ;
Lemey, Philippe ;
Russell, Colin A. .
NATURE, 2015, 523 (7559) :217-U206
[4]   Global Migration Dynamics Underlie Evolution and Persistence of Human Influenza A (H3N2) [J].
Bedford, Trevor ;
Cobey, Sarah ;
Beerli, Peter ;
Pascual, Mercedes .
PLOS PATHOGENS, 2010, 6 (05)
[5]   NCBI Viral Genomes Resource [J].
Brister, J. Rodney ;
Ako-adjei, Danso ;
Bao, Yiming ;
Blinkova, Olga .
NUCLEIC ACIDS RESEARCH, 2015, 43 (D1) :D571-D577
[6]   The Hidden Geometry of Complex, Network-Driven Contagion Phenomena [J].
Brockmann, Dirk ;
Helbing, Dirk .
SCIENCE, 2013, 342 (6164) :1337-1342
[7]   Empirical evidence for the effect of airline travel on inter-regional influenza spread in the United States [J].
Brownstein, John S. ;
Wolfe, Cecily J. ;
Mandl, Kenneth D. .
PLOS MEDICINE, 2006, 3 (10) :1826-1835
[8]   Probable extinction of influenza B/Yamagata and its public health implications: a systematic literature review and assessment of global surveillance databases [J].
Caini, Saverio ;
Meijer, Adam ;
Nunes, Marta C. ;
Henaff, Laetitia ;
Zounon, Malaika ;
Boudewijns, Bronke ;
Del Riccio, Marco ;
Paget, John .
LANCET MICROBE, 2024, 5 (08)
[9]   Human mobility and the spatial transmission of influenza in the United States [J].
Charu, Vivek ;
Zeger, Scott ;
Gog, Julia ;
Bjornstad, Ottar N. ;
Kissler, Stephen ;
Simonsen, Lone ;
Grenfell, Bryan T. ;
Viboud, Cecile .
PLOS COMPUTATIONAL BIOLOGY, 2017, 13 (02)
[10]  
Chen Zhiyuan, 2024, Zenodo, DOI 10.5281/ZENODO.13253784