ArticleJMIR public health and surveillance2023
Influenza-Associated Excess Mortality by Age, Sex, and Subtype/Lineage: Population-Based Time-Series Study With a Distributed-Lag Nonlinear Model.
Article in JMIR public health and surveillance, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
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Who cites it
14 citing papers in PubMed, 14 citations in OpenAlex.
- Article
- Analysis of influenza surveillance results in Sichuan Province in China, 2023-2025.Frontiers in medicine · 2026Article
- mRNA-based seasonal influenza vaccines: an overview of immunogenicity, efficacy, and safety.Frontiers in immunology · 2026Review
- Effectiveness of the National Immunisation Programme and the catch-up vaccination on the incidence of hepatitis B in China: an interrupted time series analysis from 2005 to 2019.BMJ global health · 2025Article
- Changes in influenza-associated excess mortality in China between 2012-2019 and 2020-2021: a population-based statistical modelling study.Infectious diseases of poverty · 2025Article
- Rapid aging of influenza epidemics in China from 2005/06 to 2016/17: A population-based study.Infectious Disease Modelling · 2025Article
- Influenza-Related Deaths in the Czech Republic Over 21 Seasons.Influenza and other respiratory viruses · 2025Article
- Time trends in the burden of non-COVID-19 lower respiratory tract infections among children aged 0 to 14 years.Frontiers in cellular and infection microbiology · 2025Article
- Observational Study on the Clinical Reality of Community-Acquired Respiratory Virus Infections in Adults and Older Individuals.Pathogens (Basel, Switzerland) · 2024Observational
- Article
- Course and complications of influenza A in seniors over 65 years of age.Central European journal of public health · 2024Article
- Impact of Ambient Temperature on Mortality Burden and Spatial Heterogeneity in 16 Prefecture-Level Cities of a Low-Latitude Plateau Area in Yunnan Province: Time-Series Study.JMIR public health and surveillance · 2024Article
- Influenza disease burden and the need for highly immunogenic vaccines in older adults: a narrative review.Ewha medical journal · 2024Review
- Influenza vaccination allocation in tropical settings under constrained resources.medRxiv : the preprint server for health sciences · 2024Article
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10 authors at 4 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundAccurate estimation of the influenza death burden is of great significance for influenza prevention and control. However, few studies have considered the short-term harvesting effects of influenza on mortality when estimating influenza-associated excess deaths by cause of death, age, sex, and subtype/lineage.
objectiveThis study aimed to estimate the cause-, age-, and sex-specific excess mortality associated with influenza and its subtypes and lineages in Guangzhou from 2015 to 2018.
methodsDistributed-lag nonlinear models were fitted to estimate the excess mortality related to influenza subtypes or lineages for different causes of death, age groups, and sex based on daily time-series data for mortality, influenza, and meteorological factors.
resultsA total of 199,777 death certificates were included in the study. The average annual influenza-associated excess mortality rate (EMR) was 25.06 (95% empirical CI [eCI] 19.85-30.16) per 100,000 persons; 7142 of 8791 (81.2%) deaths were due to respiratory or cardiovascular mortality (EMR 20.36, 95% eCI 16.75-23.74). Excess respiratory and cardiovascular deaths in people aged 60 to 79 years and those aged ≥80 years accounted for 32.9% (2346/7142) and 63.7% (4549/7142) of deaths, respectively. The male to female ratio (MFR) of excess death from respiratory diseases was 1.34 (95% CI 1.17-1.54), while the MFR for excess death from cardiovascular disease was 0.72 (95% CI 0.63-0.82). The average annual excess respiratory and cardiovascular mortality rates attributed to influenza A (H3N2), B/Yamagata, B/Victoria, and A (H1N1) were 8.47 (95% eCI 6.60-10.30), 5.81 (95% eCI 3.35-8.25), 3.68 (95% eCI 0.81-6.49), and 2.83 (95% eCI -1.26 to 6.71), respectively. Among these influenza subtypes/lineages, A (H3N2) had the highest excess respiratory and cardiovascular mortality rates for people aged 60 to 79 years (20.22, 95% eCI 14.56-25.63) and ≥80 years (180.15, 95% eCI 130.75-227.38), while younger people were more affected by A (H1N1), with an EMR of 1.29 (95% eCI 0.07-2.32). The mortality displacement of influenza A (H1N1), A (H3N2), and B/Yamagata was 2 to 5 days, but 5 to 13 days for B/Victoria.
conclusionsInfluenza was associated with substantial mortality in Guangzhou, occurring predominantly in the elderly, even after considering mortality displacement. The mortality burden of influenza B, particularly B/Yamagata, cannot be ignored. Contrasting sex differences were found in influenza-associated excess mortality from respiratory diseases and from cardiovascular diseases; the underlying mechanisms need to be investigated in future studies. Our findings can help us better understand the magnitude and time-course of the effect of influenza on mortality and inform targeted interventions for mitigating the influenza mortality burden, such as immunizations with quadrivalent vaccines (especially for older people), behavioral campaigns, and treatment strategies.
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