| Literature DB >> 26908781 |
Cécile Viboud1, Lone Simonsen2, Rodrigo Fuentes3, Jose Flores4, Mark A Miller1, Gerardo Chowell5.
Abstract
BACKGROUND: Quantitative estimates of the global burden of the 1957 influenza pandemic are lacking. Here we fill this gap by modeling historical mortality statistics.Entities:
Keywords: development indicators; global disease burden; health indicators; historical studies; models; mortality rates; pandemic influenza; pandemic planning; severity; vital statistics
Mesh:
Year: 2016 PMID: 26908781 PMCID: PMC4747626 DOI: 10.1093/infdis/jiv534
Source DB: PubMed Journal: J Infect Dis ISSN: 0022-1899 Impact factor: 5.226
Figure 1.Country-specific influenza-related excess mortality rates from respiratory causes, 1950–1970. Excess mortality rate is calculated as the observed annual mortality rate minus a model-predicted spline baseline fitted to the mortality rate outside the 1957–1959 pandemic period. The 2 black vertical lines highlight mortality attributable to the pandemic period. A, All-age mortality. B, Mortality among individuals aged 15–24 years, the age group with the highest increase in mortality, relative to baseline, during the pandemic period. Mortality rates range from low (yellow) to high (red). Abbreviation: SAR, Special Administrative Region.
Global Pandemic Influenza Mortality Burden Estimates for 1957 and for the 3-Year Period 1957–1959
| Mortality Outcome and Model | Pandemic-Related Excess Mortality, Deaths/10 000 Population (95% CI) | |
|---|---|---|
| 1957 | 1957–1959 | |
| Population-weighted mean for select countriesa | ||
| Deaths due to pneumonia and influenzab | 1.2 (.8–1.6) | 1.8 (1.3–2.6) |
| Deaths due respiratory diseasesc | 1.3 (.8–1.9) | 1.9 (1.3–2.9) |
| Deaths due cardiorespiratory diseasesc | 1.5 (.9–2.1) | 2.4 (1.8–3.0) |
| Global extrapolationd | ||
| Deaths due to pneumonia and influenza | 1.7 (1.3–2.2) | 2.9 (2.1–3.8) |
| Deaths due respiratory diseases | 2.3 (1.6–2.9) | 4.0 (2.6–5.3) |
| Deaths due cardiorespiratory diseases | 2.4 (1.6–3.1) | 4.0 (2.8–5.1) |
Abbreviations: CI, confidence interval; ICD-7, International Classification of Diseases, Seventh Revision.
a Estimates are for countries with adequately detailed vital statistics data in the World Health Organization mortality database. Estimates of pandemic-related excess mortality rates are based on the difference between the observed mortality rate during pandemic years and a model-predicted spline baseline rate fitted to the mortality rate in the surrounding years.
b Data are for 46 countries, using ICD-7A or ICD-7B codes.
c Data are for 39 countries, using ICD-7A codes.
d Pandemic mortality rates were extrapolated to 122 countries, using the observed relationship between country-specific mortality estimates and development indicators. Data are based on a multivariate model including gross domestic product and latitude as predictors; 95% CIs rely on bootstrapping. See Supplementary Table 2 for country-specific mortality estimates.
Age-Specific Estimates of the Global Pandemic-Related Mortality Burden
| Age Group, y | Excess Respiratory Deaths/10 000 Population, Mean of 39 Countries (95% CI)a | RR of Pandemic-Related Death, Mean (95% CI)a,b | Global Extrapolation of Excess, Deaths/10 000 Population, Mean (95% CI)c | Global Extrapolation of the no. of Excess Deaths, Mean ± SDc | Age Group–Specific Excess Deaths, % of Total |
|---|---|---|---|---|---|
| 0–4 | 10.44 (5.16–16.48) | 0.08 (.06–.11) | 15.99 (10.19–21.82) | 659 700 ± 119 900 | 44.1 |
| 5–14 | 0.63 (.48–.81) | 0.27 (.21–.35) | 0.93 (.71–1.15) | 61 900 ± 7400 | 4.1 |
| 15–24 | 0.55 (.42–.73) | 0.34 (.26–.42) | 0.89 (.46–1.47) | 40 100 ± 11 300 | 2.7 |
| 25–49 | 0.67 (.48–.97) | 0.16 (.13–.19) | 1.12 (.64–1.67) | 94 500 ± 21 700 | 6.3 |
| 50–64 | 3.17 (2.39–4.32) | 0.13 (.11–.17) | 5.46 (3.68–7.48) | 155 000 ± 26 900 | 10.3 |
| ≥65 | 12.93 (8.5–19.6) | 0.08 (.05–.13) | 23.3 (14.43–34.66) | 486 300 ± 105 500 | 32.5 |
| Overall | 3.43 (2.1–5.06) | 0.14 (.06–.32) | 5.23 (3.31–7.4) | 1 488 500 ± 272 000 | 100.0 |
All estimates represent cumulative excess deaths due to respiratory diseases during the 1957–1959 pandemic period.
Abbreviation: CI, confidence interval.
a Estimates are for 39 countries with adequately detailed vital statistics data.
b Relative risk (RR) is calculated as the excess respiratory disease–associated mortality rate in 1957–1959 divided by the baseline mortality rate during 1957–1959. This ratio considers severity in an age group or a country as a relative measure and adjusts for different levels of background mortality.
c Data are estimates extrapolated to 122 countries, using separate models based on development indicators fitted to each age group.
Identified Predictors of Pandemic-Related Excess Mortality Burden During 1957–1959 for Each Mortality Outcome Under Study
| Outcome, Predictor | Countries, No. | % Variance Explained | Point Estimate ± SE |
|
|---|---|---|---|---|
| Death due to pneumonia and influenza | 46 | 45 | ||
| Baseline death rate | 0.36 ± 0.06 | <.0001 | ||
| Death due to respiratory diseases | 39 | 38 | ||
| GDP | −0.00315 ± 0.001 | .0037 | ||
| Latitude | −0.170 ± 0.126 | .19 | ||
| Death due to cardiorespiratory diseases | 39 | 37 | ||
| GDP | −0.00257 ± 0.001 | .016 | ||
| Latitude | −0.255 ± 0.127 | .053 |
Regression model outcomes are deaths/10 000 population for all ages combined. Predictors are selected by stepwise regression and based on countries with adequately detailed mortality data.
Abbreviations: GDP, gross domestic product; SE, standard error.
Figure 2.Global maps of pandemic influenza–related mortality rates during the 1957–1959 pandemic period. Estimates are based on 39 countries with available respiratory disease–related mortality data (top panel) and model extrapolation to 122 world countries based on development and geographic indicators (bottom panel).