ArticleViruses2022
Transmission Patterns of Seasonal Influenza in China between 2010 and 2018.
Article in Viruses, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers.
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Who cites it
25 citing papers in PubMed, 36 citations in OpenAlex.
- Epidemiological and virological characteristics of influenza in Zhejiang Province, China: A 15-year surveillance study.Human vaccines & immunotherapeutics · 2026Article
- Pre-pandemic contraction, phase-specific rate variation, and site-specific antigenic adaptation shape influenza A(H3N2) evolutionary dynamics in Hubei, China.Journal of virology · 2026Article
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- A spatio-temporal causal network for multi-scale analysis of infectious respiratory diseases transmission.Infectious Disease Modelling · 2026Article
- Spatiotemporal instability of influenza seasonality during viral co-circulation.NPJ systems biology and applications · 2026Article
- Influenza vaccine effectiveness against medically-attended influenza infection in 2023/24 season in Hangzhou, China.Human vaccines & immunotherapeutics · 2025Article
- Long-term retrospective analysis of seasonal influenza epidemic patterns in Southeastern Province of China: based on case reports, syndromic, and pathogenic surveillance.BMC infectious diseases · 2025Article
- Effects of Residential Greenness on Influenza Virus Infection in 1,012,430 People: A Nationwide Individual-Level Study in China.Environment & health (Washington, D.C.) · 2025Article
- The optimal strategy for seasonal influenza vaccination to prevent high-intensity level of influenza epidemics in Zhejiang, China: an integrated transmission-dynamic and health-economic modeling analysis.BMC public health · 2025Article
- Rapid aging of influenza epidemics in China from 2005/06 to 2016/17: A population-based study.Infectious Disease Modelling · 2025Article
- Tracking Seasonal Influenza Trends in South Tyrol During 2022/2023 Using Genomic Surveillance Data.Influenza and other respiratory viruses · 2025Article
- Epidemiological trends of influenza A and B in one hospital in Chengdu and national surveillance data (2019-2024).Frontiers in cellular and infection microbiology · 2025Article
- Article
- Epidemiological characteristics of influenza outbreaks in schools in Jiangsu Province, China, 2020-2023 post-COVID-19 pandemic.BMC infectious diseases · 2024Article
- Viral etiology of febrile respiratory syndrome among patients in Liaoning Province, China.BMC infectious diseases · 2024Article
- Two Peaks of Seasonal Influenza Epidemics - China, 2023.China CDC weekly · 2024Article
- Forecasting and analyzing influenza activity in Hebei Province, China, using a CNN-LSTM hybrid model.BMC public health · 2024Article
- Intensity and drivers of subtypes interference between seasonal influenza viruses in mainland China: A modeling study.iScience · 2024Article
- Epidemiological features of seasonal influenza transmission among 11 climate zones in Chinese Mainland.Infectious diseases of poverty · 2024Article
- The relationship between influenza vaccine hesitancy and vaccine literacy among youth and adults in China.Frontiers in immunology · 2024Article
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Authors and funding
19 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background Understanding the transmission source, pattern, and mechanism of infectious diseases is essential for targeted prevention and control. Though it has been studied for many years, the detailed transmission patterns and drivers for the seasonal influenza epidemics in China remain elusive. Methods In this study, utilizing a suite of epidemiological and genetic approaches, we analyzed the updated province-level weekly influenza surveillance, sequence, climate, and demographic data between 1 April 2010 and 31 March 2018 from continental China, to characterize detailed transmission patterns and explore the potential initiating region and drivers of the seasonal influenza epidemics in China. Results An annual cycle for influenza A(H1N1)pdm09 and B and a semi-annual cycle for influenza A(H3N2) were confirmed. Overall, the seasonal influenza A(H3N2) virus caused more infection in China and dominated the summer season in the south. The summer season epidemics in southern China were likely initiated in the "Lingnan" region, which includes the three most southern provinces of Hainan, Guangxi, and Guangdong. Additionally, the regions in the south play more important seeding roles in maintaining the circulation of seasonal influenza in China. Though intense human mobility plays a role in the province-level transmission of influenza epidemics on a temporal scale, climate factors drive the spread of influenza epidemics on both the spatial and temporal scales. Conclusion The surveillance of seasonal influenza in the south, especially the "Lingnan" region in the summer, should be strengthened. More broadly, both the socioeconomic and climate factors contribute to the transmission of seasonal influenza in China. The patterns and mechanisms revealed in this study shed light on the precise forecasting, prevention, and control of seasonal influenza in China and worldwide.
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