ArticleBMC infectious diseases2012
The influence of climatic conditions on the transmission dynamics of the 2009 A/H1N1 influenza pandemic in Chile.
Article in BMC infectious diseases, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 papers, 1 of them a synthesis that pooled it.
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32 citing papers in PubMed, 1 synthesis or guideline pooled it, 56 citations in OpenAlex.
- Estimates of the reproduction number for seasonal, pandemic, and zoonotic influenza: a systematic review of the literature.BMC infectious diseases · 2014Pooled it
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- Universal risk phenotype of US counties for flu-like transmission to improve county-specific COVID-19 incidence forecasts.PLoS computational biology · 2021Article
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- Mortality rates due to respiratory tract diseases in Tehran, Iran during 2008-2018: a spatiotemporal, cross-sectional study.BMC public health · 2020Article
- Transmission of COVID-19 virus by droplets and aerosols: A critical review on the unresolved dichotomy.Environmental research · 2020Review
- Weathering the pandemic: How the Caribbean Basin can use viral and environmental patterns to predict, prepare, and respond to COVID-19.Journal of medical virology · 2020Review
- Roles of Different Transport Modes in the Spatial Spread of the 2009 Influenza A(H1N1) Pandemic in Mainland China.International journal of environmental research and public health · 2019Article
- Comparison of methods to Estimate Basic Reproduction Number (Journal of research in medical sciences : the official journal of Isfahan University of Medical Sciences · 2019Article
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- Seasonal dynamics of influenza in Brazil: the latitude effect.BMC infectious diseases · 2018Article
- Characterising seasonal influenza epidemiology using primary care surveillance data.PLoS computational biology · 2018Article
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- The use of ambient humidity conditions to improve influenza forecast.PLoS computational biology · 2017Article
- Influenza transmission during extreme indoor conditions in a low-resource tropical setting.International journal of biometeorology · 2017Article
- Synchronicity of influenza activity within Phoenix, AZ during the 2015-2016 seasonal epidemic.BMC infectious diseases · 2017Article
- Dynamic Regimes of El Niño Southern Oscillation and Influenza Pandemic Timing.Frontiers in public health · 2017Article
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12 authors at 5 institutions in 2 countries.
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Abstract
backgroundThe role of demographic factors, climatic conditions, school cycles, and connectivity patterns in shaping the spatio-temporal dynamics of pandemic influenza is not clearly understood. Here we analyzed the spatial, age and temporal evolution of the 2009 A/H1N1 influenza pandemic in Chile, a southern hemisphere country covering a long and narrow strip comprising latitudes 17°S to 56°S.
methodsWe analyzed the dissemination patterns of the 2009 A/H1N1 pandemic across 15 regions of Chile based on daily hospitalizations for severe acute respiratory disease and laboratory confirmed A/H1N1 influenza infection from 01-May to 31-December, 2009. We explored the association between timing of pandemic onset and peak pandemic activity and several geographical and demographic indicators, school vacations, climatic factors, and international passengers. We also estimated the reproduction number (R) based on the growth rate of the exponential pandemic phase by date of symptoms onset, estimated using maximum likelihood methods.
resultsWhile earlier pandemic onset was associated with larger population size, there was no association with connectivity, demographic, school or climatic factors. In contrast, there was a latitudinal gradient in peak pandemic timing, representing a 16-39-day lag in disease activity from the southern regions relative to the northernmost region (P < 0.001). Geographical differences in latitude of Chilean regions, maximum temperature and specific humidity explained 68.5% of the variability in peak timing (P = 0.01). In addition, there was a decreasing gradient in reproduction number from south to north Chile (P < 0.0001). The regional mean R estimates were 1.6-2.0, 1.3-1.5, and 1.2-1.3 for southern, central and northern regions, respectively, which were not affected by the winter vacation period.
conclusionsThere was a lag in the period of most intense 2009 pandemic influenza activity following a South to North traveling pattern across regions of Chile, significantly associated with geographical differences in minimum temperature and specific humidity. The latitudinal gradient in timing of pandemic activity was accompanied by a gradient in reproduction number (P < 0.0001). Intensified surveillance strategies in colder and drier southern regions could lead to earlier detection of pandemic influenza viruses and improved control outcomes.
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