Analysis of Excess Mortality Data at Different Altitudes During the COVID-19 Outbreak in Ecuador
Analysis of Excess Mortality Data at Different Altitudes During the COVID-19 Outbreak in Ecuador
Ortiz-Prado, Esteban, Raul Patricio Fernandez Naranjo, Eduardo Vasconez, Katherine Simbaña-Rivera, Trigomar Correa-Sancho, Alex Lister, Manuel Calvopiña, and Ginés Viscor. Analysis of excess mortality data at different altitudes during the COVID-19 outbreak in Ecuador. High Alt Med Biol. 22:406-416, 2021. Background: It has been speculated that living at high altitude confers some risk reduction in terms of SARS-CoV-2 infection, reduced transmissibility, and arguable lower COVID-19-related mortality. Objective: We aim to determine the number of excess deaths reported in Ecuador during the first year of the COVID-19 pandemic in relation to different altitude categories among 221 cantons in Ecuador, ranging from sea level to 4,300 m above. Methods: A descriptive ecological country-wide analysis of the excess mortality in Ecuador was performed since March 1, 2020, to March 1, 2021. Every canton was categorized as lower (for altitudes 2,500 m or less) or higher (for altitudes >2,500 m) in a first broad classification, as well as in two different classifications: The one proposed by Imray et al. in 2011 (low altitude <1,500 m, moderate altitude 1,500-2,500 m, high altitude 2,500-3,500 m, or very high altitude 3,500-5,500 m) and the one proposed by Bärtsch et al. in 2008 (near sea level 0-500 m, low altitude 500-2,000 m, moderate altitude 2,000-3,000 m, high altitude 3,000-5,500 m, and extreme altitude 5,500 m). A Poisson fitting analysis was used to identify trends on officially recorded all-caused deaths and those attributed to COVID-19. Results: In Ecuador, at least 120,573 deaths were recorded during the first year of the pandemic, from which 42,453 were catalogued as excessive when compared with the past 3 years of averages (2017-2019). The mortality rate at the lower altitude was 301/100,000 people, in comparison to 242/100,000 inhabitants in elevated cantons. Considering the four elevation categories, the highest excess deaths came from towns located at low altitude (324/100,000), in contrast to the moderate altitude (171/100,000), high-altitude (249/100,000), and very high-altitude (153/100,000) groups. Conclusions: This is the first report on COVID-19 excess mortality in a high-altitude range from 0 to 4,300 m above sea level. We found that absolute COVID-19-related excess mortality is lower both in time and in proportion in the cantons located at high and very high altitude when compared with those cantons located at low altitude.
Altitude, COVID-19, Ecuador/epidemiology, Humans, Pandemics, SARS-CoV-2, Ecuador, hypoxia, high altitude, excess deaths, statistical bootstrapping
406-416
Ortiz-Prado, Esteban
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Fernandez Naranjo, Raul Patricio
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Vasconez, Eduardo
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Simbaña-Rivera, Katherine
d91ad8c2-b9cb-4aca-9f9f-333dd99dfe89
Correa-Sancho, Trigomar
860a94e4-3a69-481e-a549-b42a155f1615
Lister, Alex
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Calvopiña, Manuel
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Viscor, Ginés
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13 December 2021
Ortiz-Prado, Esteban
4b17629f-01e0-480f-9ba4-3ffd4a5ab620
Fernandez Naranjo, Raul Patricio
aea95d7f-2c56-4868-88b5-87dcd0eb08f4
Vasconez, Eduardo
05b34bb0-5156-4232-b305-3d88d3fb63f9
Simbaña-Rivera, Katherine
d91ad8c2-b9cb-4aca-9f9f-333dd99dfe89
Correa-Sancho, Trigomar
860a94e4-3a69-481e-a549-b42a155f1615
Lister, Alex
1f1ac1fb-7de6-4dd7-b40a-8f2e24a9959f
Calvopiña, Manuel
2d24d98b-f5c0-4734-89c4-5e4ca4d76593
Viscor, Ginés
1d7bfbdb-2972-4cea-af6d-7840001a1f46
Ortiz-Prado, Esteban, Fernandez Naranjo, Raul Patricio, Vasconez, Eduardo, Simbaña-Rivera, Katherine, Correa-Sancho, Trigomar, Lister, Alex, Calvopiña, Manuel and Viscor, Ginés
(2021)
Analysis of Excess Mortality Data at Different Altitudes During the COVID-19 Outbreak in Ecuador.
High Altitude Medicine & Biology, 22 (4), .
(doi:10.1089/ham.2021.0070).
Abstract
Ortiz-Prado, Esteban, Raul Patricio Fernandez Naranjo, Eduardo Vasconez, Katherine Simbaña-Rivera, Trigomar Correa-Sancho, Alex Lister, Manuel Calvopiña, and Ginés Viscor. Analysis of excess mortality data at different altitudes during the COVID-19 outbreak in Ecuador. High Alt Med Biol. 22:406-416, 2021. Background: It has been speculated that living at high altitude confers some risk reduction in terms of SARS-CoV-2 infection, reduced transmissibility, and arguable lower COVID-19-related mortality. Objective: We aim to determine the number of excess deaths reported in Ecuador during the first year of the COVID-19 pandemic in relation to different altitude categories among 221 cantons in Ecuador, ranging from sea level to 4,300 m above. Methods: A descriptive ecological country-wide analysis of the excess mortality in Ecuador was performed since March 1, 2020, to March 1, 2021. Every canton was categorized as lower (for altitudes 2,500 m or less) or higher (for altitudes >2,500 m) in a first broad classification, as well as in two different classifications: The one proposed by Imray et al. in 2011 (low altitude <1,500 m, moderate altitude 1,500-2,500 m, high altitude 2,500-3,500 m, or very high altitude 3,500-5,500 m) and the one proposed by Bärtsch et al. in 2008 (near sea level 0-500 m, low altitude 500-2,000 m, moderate altitude 2,000-3,000 m, high altitude 3,000-5,500 m, and extreme altitude 5,500 m). A Poisson fitting analysis was used to identify trends on officially recorded all-caused deaths and those attributed to COVID-19. Results: In Ecuador, at least 120,573 deaths were recorded during the first year of the pandemic, from which 42,453 were catalogued as excessive when compared with the past 3 years of averages (2017-2019). The mortality rate at the lower altitude was 301/100,000 people, in comparison to 242/100,000 inhabitants in elevated cantons. Considering the four elevation categories, the highest excess deaths came from towns located at low altitude (324/100,000), in contrast to the moderate altitude (171/100,000), high-altitude (249/100,000), and very high-altitude (153/100,000) groups. Conclusions: This is the first report on COVID-19 excess mortality in a high-altitude range from 0 to 4,300 m above sea level. We found that absolute COVID-19-related excess mortality is lower both in time and in proportion in the cantons located at high and very high altitude when compared with those cantons located at low altitude.
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e-pub ahead of print date: 13 December 2021
Published date: 13 December 2021
Keywords:
Altitude, COVID-19, Ecuador/epidemiology, Humans, Pandemics, SARS-CoV-2, Ecuador, hypoxia, high altitude, excess deaths, statistical bootstrapping
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Local EPrints ID: 455603
URI: http://eprints.soton.ac.uk/id/eprint/455603
ISSN: 1527-0297
PURE UUID: a4f9ea2c-4ea4-4af9-9e09-61d992cff722
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Date deposited: 28 Mar 2022 16:49
Last modified: 16 Mar 2024 15:24
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Author:
Esteban Ortiz-Prado
Author:
Raul Patricio Fernandez Naranjo
Author:
Eduardo Vasconez
Author:
Katherine Simbaña-Rivera
Author:
Trigomar Correa-Sancho
Author:
Alex Lister
Author:
Manuel Calvopiña
Author:
Ginés Viscor
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