Literature DB >> 22992574

Improving the estimation of influenza-related mortality over a seasonal baseline.

Edward Goldstein1, Cecile Viboud, Vivek Charu, Marc Lipsitch.   

Abstract

BACKGROUND: Existing methods for estimation of mortality attributable to influenza are limited by methodological and data uncertainty. We have used proxies for disease incidence of the three influenza cocirculating subtypes (A/H3N2, A/H1N1, and B) that combine data on influenza-like illness consultations and respiratory specimen testing to estimate influenza-associated mortality in the United States between 1997 and 2007.
METHODS: Weekly mortality rate for several mortality causes potentially affected by influenza was regressed linearly against subtype-specific influenza incidence proxies, adjusting for temporal trend and seasonal baseline, modeled by periodic cubic splines.
RESULTS: Average annual influenza-associated mortality rates per 100,000 individuals were estimated for the following underlying causes of death: for pneumonia and influenza, 1.73 (95% confidence interval = 1.53-1.93); for chronic lower respiratory disease, 1.70 (1.48-1.93); for all respiratory causes, 3.58 (3.04-4.14); for myocardial infarctions, 1.02 (0.85-1.2); for ischemic heart disease, 2.7 (2.23-3.16); for heart disease, 3.82 (3.21-4.4); for cerebrovascular deaths, 0.65 (0.51-0.78); for all circulatory causes, 4.6 (3.79-5.39); for cancer, 0.87 (0.68-1.05); for diabetes, 0.33 (0.26-0.39); for renal disease, 0.19 (0.14-0.24); for Alzheimer disease, 0.41 (0.3-0.52); and for all causes, 11.92 (10.17-13.67). For several underlying causes of death, baseline mortality rates changed after the introduction of the pneumococcal conjugate vaccine.
CONCLUSIONS: The proposed methodology establishes a linear relation between influenza incidence proxies and excess mortality, rendering temporally consistent model fits, and allowing for the assessment of related epidemiologic phenomena such as changes in mortality baselines.

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Year:  2012        PMID: 22992574      PMCID: PMC3516362          DOI: 10.1097/EDE.0b013e31826c2dda

Source DB:  PubMed          Journal:  Epidemiology        ISSN: 1044-3983            Impact factor:   4.822


  22 in total

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4.  Estimating influenza-associated deaths in the United States.

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5.  Interim results: state-specific influenza A (H1N1) 2009 monovalent vaccination coverage - United States, October 2009-January 2010.

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6.  Mortality due to influenza in the United States--an annualized regression approach using multiple-cause mortality data.

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4.  Heterogeneity in Estimates of the Impact of Influenza on Population Mortality: A Systematic Review.

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7.  Influenza-Associated Excess Mortality in South Korea.

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8.  Excess mortality associated with influenza A and B virus in Hong Kong, 1998-2009.

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9.  Age- and sex-related risk factors for influenza-associated mortality in the United States between 1997-2007.

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